Publications

Enyuan Zhou, Song Guo, Zicong Hong, Christian S. Jensen, Yang Xiao, Dalin Zhang, Jinwen Liang, Qingqi Pei (2024). VeriDKG: A Verifiable SPARQL Query Engine for Decentralized Knowledge Graphs. In 50th International Conference on Very Large Data Bases (VLDB) (CCF-A).

Jingcai Guo, Qihua Zhou, Xiaocheng Lu, Ruibin Li, Ziming Liu, Jie Zhang, Bo Han, Junyang Chen, Xin Xie, Song Guo (2024). ParsNets: A Parsimonious Composition of Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning. The 33rd International Joint Conference on Artificial Intelligence (IJCAI)（CCF-A）.

Jiewei Zhang, Song Guo, Peiran Dong, Jie Zhang, Ziming Liu, Yue Yu, Xiaoming Wu (2024). Easing Concept Bleeding in Diffusion via Entity Localization and Anchoring. 41st International Conference on Machine Learning (ICML) (CCF-A).

Xueyang Tang, Song Guo, Jingcai Guo, Jie Zhang, Yue Yu (2024). Causally Motivated Personalized Federated Invariant Learning with Shortcut-Averse Information-Theoretic Regularization. 41st International Conference on Machine Learning (ICML) (CCF-A).

Jie Zhang, Xiaosong Ma, Song Guo, Peng Li, Wenchao Xu, Xueyang Tang, Zicong Hong (2024). Amend to Alignment: Decoupled Prompt Tuning for Mitigating Spurious Correlation in Vision-Language Models. 41st International Conference on Machine Learning (ICML) (CCF-A).

Sikai Bai, Jie Zhang, Song Guo, Shuaicheng Li, Jingcai Guo, Jun Hou, Tao Han, Xiaocheng Lu (2024). DiPrompT: Disentangled Prompt Tuning for Multiple Latent Domain Generalization in Federated Learning. IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR) (CCF-A).

Fushuo Huo, Wenchao Xu, Jingcai Guo, Haozhao Wang, Song Guo (2024). C2KD: Bridging the Modality Gap for Cross-Modal Knowledge Distillation. IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR) (CCF-A).

Tianyu Qi, Yufeng Zhan, Peng Li, Yuanqing Xia (2024). Tomtit: Scalable Hierarchical Federated Fine-Tuning for Giant Models. IEEE International Conference on Computer Communications (INFOCOM) (CCF-A).

Jinyu Chen, Wenchao Xu, Zicong Hong, Song Guo, Haozhao Wang, Jie Zhang, Deze Zeng (2024). OTAS: An Elastic Transformer Serving System via Token Adaptation. IEEE International Conference on Computer Communications (INFOCOM) (CCF-A).

Liang Wang, Xiaoyang Qu, Jianzong Wang, Guokuan Li, Jiguang Wan, Nan Zhang, Song Guo, Jing Xiao (2024). Gecko: Resource-Efficient and Accurate Queries in Real-Time Video Streams at the Edge. IEEE International Conference on Computer Communications (INFOCOM) (CCF-A).

Xiaoxin Su, Yipeng Zhou, Laizhong Cui, Song Guo (2024). Expediting In-Network Federated Learning by Voting-Based Consensus Model Compression. IEEE International Conference on Computer Communications (INFOCOM) (CCF-A).

Chonghe Zhao, Yipeng Zhou, Shengli Zhang, Taotao Wang, Quan Z. Sheng, Song Guo (2024). DEthna: Accurate Ethereum Network Topology Discovery with Marked Transactions. IEEE International Conference on Computer Communications (INFOCOM) (CCF-A).

Enyuan Zhou, Song Guo, Zhixiu Ma, Zicong Hong, Tao Guo, Peiran Dong (2024). Poisoning Attack on Federated Knowledge Graph Embedding. In The Web Conference (WWW) (CCF-A).

Rui Zhang, Song Guo, Ping Li (2024). GradFilt: Class-wise Targeted Data Reconstruction from Gradients in Federated Learning. In The Web Conference (WWW) (CCF-A).

Xueyang Tang, Song Guo, Jie Zhang, Jingcai Guo (2024). Learning Personalized Causally Invariant Representations for Heterogeneous Federated Clients. In the 12th International Conference on Learning Representations (ICLR).

Zicong Hong, Jian Lin, Song Guo, Sifu Luo, Wuhui Chen, Roger Wattenhofer (2024). ptimus: Warming Serverless ML Inference via Inter-Function Model Transformation. In European Conference on Computer Systems (EuroSys) (CCF-A).

Fushuo Huo, Wenchao Xu, Song Guo, Jingcai Guo, Haozhao Wang, Ziming Liu, Xiaocheng Lu (2024). ProCC: Progressive Cross-primitive Compatibility for Open-World Compositional Zero-Shot Learning. In the 38th Annual AAAI Conference on Artificial Intelligence (AAAI) (CCF-A).

Qihua Zhou, Jingcai Guo, Song Guo, Ruibin Li, Jie Zhang, Bingjie Wang, Zhenda Xu (2024). On the Robustness of Neural-enhanced Video Streaming Against Adversarial Attacks. In the 38th Annual AAAI Conference on Artificial Intelligence (AAAI) (CCF-A).

Fushuo Huo, Wenchao Xu, Jingcai Guo, Haozhao Wang, Yunfeng Fan (2024). Non-Exemplar Online Class-incremental Continual Learning via Dual-prototype Self-augment and Refinement. In the 38th Annual AAAI Conference on Artificial Intelligence (AAAI) (CCF-A).

Sikai Bai, Shuaicheng Li, Weiming Zhuang, Jie Zhang, Kunlin Yang, Jun Hou, Shuai Yi, shuai zhang, Junyu Gao (2024). Combating Data Imbalances in Federated Semi-supervised Learning with Dual Regulators. In the 38th Annual AAAI Conference on Artificial Intelligence (AAAI) (CCF-A).

Jingcai Guo, Han Wang, Yuanyuan Xu, Wenchao Xu, Yufeng Zhan, Yuxia Sun, Song Guo (2024). Multimodal Dual-embedding Networks for Malware Open-set Recognition. IEEE Transactions on Neural Networks and Learning Systems (TNNLS) (CCF-B).

Gepeng Zhu, Haipeng Yao, Tianle Mai, Zunliang Wang, Di Wu, Song Guo (2024). Fission Spectral Clustering Strategy For UAV Swarm Networks. Transactions on Services Computing (TSC) (CCF-A).

Dongyuan Su, Yipeng Zhou, Laizhong Cui, Song Guo (2024). Boosting Dynamic Decentralized Federated Learning by Diversifying Model Sources. Transactions on Services Computing (TSC) (CCF-A).

Yalong Xiao, Junfeng Zhu, Shigeng Zhang, Xuan Liu, Song Guo (2024). Towards Real-Time Inference Offloading with Distributed Edge Computing: the Framework and Algorithms. IEEE Transactions on Mobile Computers (TMC) (CCF-A).

Quan Chen, Song Guo, Wenchao Xu, Jing Li, Kang Wei, Zhipeng Cai, Hong Gao (2024). Peak AoI Minimization with Directional Charging for Data Collection at Wireless-Powered Network Edge. IEEE Transactions on Services Computing (TSC) (CCF-A).

Qihua Zhou, Song Guo, Jun Pan, Jiacheng Liang, Jingcai Guo, Zhenda Xu, Jingren Zhou (2024). PASS: Patch Automatic Skip Scheme for Efficient On-device Video Perception. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) (CCF-A).

Kaimin Wei, Guozi Qi, Zhetao Li, Song Guo, Jinpeng Chen (2024). Group Task Recommendation in Mobile Crowdsensing: An Attention-based Neural Collaborative Approach. IEEE Transactions on Mobile Computers (TMC) (CCF-A).

Yifan Shi, Kang Wei, Li Shen, Jun Li, Xueqian Wang, Bo Yuan, Song Guo (2024). Efficient Federated Learning with Enhanced Privacy via Lottery Ticket Pruning in Edge Computing. IEEE Transactions on Mobile Computers (TMC) (CCF-A).

Rongxin Han, Jingyu Wang, Qi Qi, Dezhi Chen, Zirui Zhuang, Haifeng Sun, Xiaoyuan Fu, Jianxin Liao, Sono Guo (2024). Dynamic Network Slice for Bursty Edge Traffic. IEEE/ACM Transactions on Networking (TON) (CCF-A).

Yi Liu, Song Guo, Yufeng Zhan, Leijie Wu, Zicong Hong, Qihua Zhou (2024). Chiron: A Robustness-aware Incentive Scheme for Edge Learning via Hierarchical Reinforcement Learning. IEEE Transactions on Mobile Computers (TMC) (CCF-A).

Duyu Chen, Wenchao Xu, Haozhao Wang, Yining Qi,, Ruixuan Li, Pan Zhou, Song Guo (2024). Caching User-Generated Content in Distributed Autonomous Networks via Contextual Bandit. IEEE Transactions on Mobile Computers (TMC) (CCF-A).

Fuyuan Song, Jinwen Liang, Chuan Zhang, Zhangjie Fu, Zheng Qin, Song Guo (2024). Achieving Efficient and Privacy-Preserving Location-Based Task Recommendation in Spatial Crowdsourcing. IEEE Transactions on Dependable and Secure Computing (TDSC) (CCF-A).

Peiran Dong, Song Guo, Junxiao Wang, Bingjie Wang, Jiewei Zhang, Ziming Liu (2023). Towards Test-Time Refusals via Concept Negation. In the 37th Annual Conference on Neural Information Processing Systems (NeurIPS) (CCF-A).

Xiaosong Ma, Jie Zhang, Song Guo, Wenchao Xu (2023). SwapPrompt: Test-Time Prompt Adaptation for Vision-Language Models. In the 37th Annual Conference on Neural Information Processing Systems (NeurIPS) (CCF-A).

Shenghai Yuan, Jijia Chen, Jiaqi Li, Wenchao Jiang, Song Guo (2023). LHNet: A Low-cost Hybrid Network for Single Image Dehazing. In ACM International Conference on Multimedia (MM) (CCF-A).

Zicong Hong, Song Guo, Enyuan Zhou, Wuhui Chen, Huawei Huang, Albert Zomaya (2023). GriDB: Scaling Blockchain Database via Sharding and Off-Chain Cross-Shard Mechanism. In 49th International Conference on Very Large Data Bases (VLDB) (CCF-A).

Peiran Dong, Song Guo, Junxiao Wang (2023). Investigating Trojan Attacks on Pre-trained Language Model-powered Database Middleware. In 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) (CCF-A).

Jie Zhang, Xiaosong Ma, Song Guo, Wenchao Xu (2023). Towards Unbiased Training in Federated Open-world Semi-supervised Learning. In 40th International Conference on Machine Learning (ICML) (CCF-A).

Feijie Wu, Song Guo, Zhihao Qu, Shiqi He, Ziming Liu, Jing Gao (2023). Anchor Sampling for Federated Learning with Partial Client Participation. In 40th International Conference on Machine Learning (ICML) (CCF-A).

Shijing Yuan, Hongtao Lv, Hongze Liu, Chentao Wu, Song Guo, Zhi Liu, Hongyang Chen, Jie Li (2023). TradeFL: A Trading Mechanism for Cross-Silo Federated Learning. In 43rd IEEE International Conference on Distributed Computing Systems (ICDCS) (CCF-B).

Zhenda Xu, Jiahao Hu, Qiang Gao, Donghua Hang, Qihua Zhou, Song Guo, Aiqian Gan (2023). Development of Deep Learning Algorithms for Automated Scoliosis and Abnormal Posture Screening Using 2D Back Image. In IEEE International Conference on Multimedia and Expo (ICME) (CCF-B).

Quan Chen, Song Guo, Wenchao Xu, Jing Li, Tuo Shi, Zhipeng Cai, Hong Gao (2023). Optimizing Average AoI with Directional Charging for Wireless-Powered Network Edge. In IEEE/ACM International Symposium on Quality of Service (IWQoS) (CCF-B).

Yunfeng Fan, Wenchao Xu, Haozhao Wang, Junxiao Wang, Song Guo (2023). PMR: Prototypical Modal Rebalance for Multimodal Learning. In IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR) (CCF-A).

Xiaocheng Lu, Song Guo, Ziming Liu, Jingcai Guo (2023). Decomposed Soft Prompt Guided Fusion Enhancing for Compositional Zero-Shot Learning. In IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR) (CCF-A).

Ziming Liu, Song Guo, Xiaocheng Lu, Jingcai Guo, Jiewei Zhang, Yue Zeng, Fushuo Huo (2023). (ML)2P-Encoder: On Exploration of Channel-class Correlation for Multi-label Zero-shot Learning. In IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR) (CCF-A).

Zicong Hong, Song Guo, Enyuan Zhou, Jianting Zhang, Chen Wuhui, Jinwen Liang, Jie Zhang, Albert Zomaya (2023). PROPHET: Conflict-Free Sharding Blockchain via Byzantine-Tolerant Deterministic Ordering. In IEEE Conference on Computer Communications (INFOCOM) (CCF-A).

Quan Chen, Kaijia Wang, Song Guo, Tuo Shi, Jing Li, Zhipeng Cai, Albert Zomaya (2023). Latency-Optimal Pyramid-based Joint Communication and Computation Scheduling for Distributed Edge Computing. In IEEE Conference on Computer Communications (INFOCOM) (CCF-A).

Tao Guo, Song Guo, Junxiao Wang (2023). pFedPrompt: Learning Personalized Prompt for Vision-Language Models in Federated Learning. In The ACM Web Conference (WWW) (CCF-A).

Qihua Zhou, Song Guo, Jun Pan, Jiacheng Liang, Zhenda Xu, Jingren Zhou (2023). PASS: Patch Automatic Skip Scheme for Efficient Real-time Video Perception on Edge Devices. In the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI) (CCF-A).

Xuan Liu, Siqi Cai, Lin Li, Rui Zhang, Song Guo (2023). MGIA: Mutual Gradient Inversion Attack In Multi-modal Federated Learning”. In the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI) (CCF-A, Student Abstract and Poster Program).

Jingcai Guo, Song Guo, Qihua Zhou, Ziming Liu, Xiaocheng Lu, Fushuo Huo (2023). Graph Knows Unknowns: Reformulate Zero-shot Learning as Sample-level Graph Recognition. In the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI) (CCF-A).

Chuan Zhang, Mingyang Zhao, Jinwen Liang, Qing Fan, Liehuang Zhu, Song Guo (2023). NANO: Cryptographic Enforcement of Readability and Editability Governance in Blockchain Databases. IEEE Transactions on Dependable and Secure Computing (TDSC) (CCF-A).

Yue Zeng, Baoliu Ye, Bin Tang, Sanglu Lu, Feng Xu, Song Guo, Zhihao Qu (2023). Mobility-aware Proactive Flow Setup in Software-Defined Mobile Edge Networks. IEEE Transactions on Communications (TCOM) (CCF-B).

Fushuo Huo, Ziming Liu, Jingcai Guo, Wenchao Xu, Song Guo (2023). UTDNet: A Unified Triplet Decoder Network for Multimodal Salient Object Detection. Neural Networks (CCF-B).

Tao Guo, Song Guo, Feijie Wu, Wenchao Xu, Jiewei Zhang, Qihua Zhou, Quan Chen, Weihua Zhuang (2023). Tree Learning: Towards Promoting Coordination in Scalable Multi-Client Training Acceleration. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

Quan Chen, Song Guo, Kaijia Wang, Wenchao Xu, Jing Li, Zhipeng Cai, Hong Gao, Albert Zomaya (2023). Towards Real-Time Inference Offloading with Distributed Edge Computing: the Framework and Algorithms. IEEE Transactions on Mobile Computers (TMC) (CCF-A).

Jie Zhang, Song Guo, Jingcai Guo, Deze Zeng, Jingren Zhou, Albert Zomaya (2023). Towards Data-independent Knowledge Transfer in Model-heterogeneous Federated Learning. IEEE Transactions on Computers (TC) (CCF-A).

Chuan Zhang, Xingqi Luo, Jinwen Liang, Ximeng Liu, Liehuang Zhu, Song Guo (2023). Towards Data-independent Knowledge Transfer in Model-heterogeneous Federated Learning. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

Yue Zeng, Zhihao Qu, Song Guo, Bin Tang, Baoliu Ye, Jing Li, Jie Zhang (2023). RuleDRL: Reliability-Aware SFC Provisioning with Bounded Approximations in Dynamic Environments. IEEE Transactions on Services Computing (TSC) (CCF-A).

Tao Guo, Song Guo, Junxiao Wang, Wenchao Xu (2023). PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models - Federated Learning in Age of Foundation Model. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

Peng Yu, Junye Zhang, Honglin Fang, Li Wenjing, Lei Feng, Fanqin Zhou, Pei Xiao, Song Guo (2023). Mobile Collaborative Learning over Opportunistic Internet of Vehicles. IEEE Journal on Selected Areas in Communications (JSAC) (CCF-A).

Wenchao Xu, Haozhao Wang, Zhaoyi Lu, Cunqing Hua, Nan Cheng, Song Guo (2023). Mobile Collaborative Learning over Opportunistic Internet of Vehicles. Transactions on Mobile Computing (TMC) (CCF-A).

Leijie Wu, Song Guo, Zicong Hong, Yi Liu, Wenchao Xu, Yufeng Zhan (2023). Long-term Adaptive VCG Auction Mechanism for Sustainable Federated Learning with Periodical Client Shifting. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

Hao Dong, Cunqing Hua, Lingya Liu, Wenchao Xu, Song Guo, Rahim Tafazolli (2023). Joint Beamformer Design and User Scheduling for Integrated Terrestrial-Satellite Networks. IEEE Transactions on Wireless Communications (TWC) (CCF-B).

Feijie Wu, Song Guo, Haozhao Wang, Haobo Zhang, Zhihao Qu, Jie Zhang, Ziming Liu (2023). From Deterioration to Acceleration: A Calibration Approach to Rehabilitating Step Asynchronism in Federated Optimization. IEEE Transactions on Parallel and Distributed Systems (TPDS) (CCF-A).

Jing Li, Song Guo, Weifa Liang, Jianping Wang, Quan Chen, Yue Zeng, Xiaohua Jia (2023). Digital Twin-Enabled Service Provisioning in Continual Edge Learning. IEEE Transactions on Mobile Computers (TMC) (CCF-A).

Jiating Ma, Yipeng Zhou, Laizhong Cui, Song Guo (2023). An Optimized Sparse Response Mechanism for Differentially Private Federated Learning. IEEE Transactions on Dependable and Secure Computing (TDSC) (CCF-A).

Jian Zheng, Huawei Huang, Canlin Li, Zibin Zheng, Song Guo (2023). Adaptive Double-Spending Attacks on PoW-based Blockchains. IEEE Transactions on Dependable and Secure Computing (TDSC) (CCF-A).

Qihua Zhou, Song Guo, Yi Liu, Jie Zhang, Jiewei Zhang, Tao Guo, Zhenda Xu, Zhihao Qu (2022). Hierarchical Channel-spatial Encoding for Communication-efficient Collaborative Learning. In the 36th Annual Conference on Neural Information Processing Systems (NeurIPS) (CCF-A).

Canlin Li, Huawei Huang, Yetong Zhao, Xiaowen Peng, Ruijie Yang, Zibin Zheng, Song Guo (2022). Achieving Scalability and Load Balance across Blockchain Shards for State Sharding. In the 41st International Symposium on Reliable Distributed Systems (SRDS) (CCF-B).

Rongxin Han, Dezhi Chen, Song Guo, Xiaoyuan Fu, Jingyu Wang, Qi Qi, Jianxin Liao (2022). Parallel Network Slicing for Multi-SP Services. In the 51st International Conference on Parallel Processing (ICPP) (CCF-B).

Xueyang Tang, Song Guo, Jingcai Guo (2022). Personalized Federated Learning with Contextualized Generalization. In the 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI) (CCF-A).

Rui Zhang, Song Guo, Junxiao Wang, Xin Xie, Dacheng Tao (2022). A Survey on Gradient Inversion: Attacks, Defenses and Future Directions. In the 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI) (CCF-A).

Leijie Wu, Song Guo, Yi Liu, Zicong Hong, Yufeng Zhan, Wenchao Xu (2022). Sustainable Federated Learning with Long-term Online VCG Auction Mechanism. In IEEE International Conference on Parallel and Distributed Systems (ICDCS) (CCF-B).

Feijie Wu, Shiqi He, Song Guo, Zhihao Qu, Haozhao Wang, Weihua Zhuang, Jie Zhang (2022). Sign Bit is Enough: A Learning Synchronization Framework for Multi-hop All-reduce with Ultimate Compression. In The 59th Design Automation Conference (DAC) (CCF-A).

Quan Chen, Song Guo, Wenchao Xu, Zhipeng Cai, Lianglun Cheng, Hong Gao (2022). AoI Minimization Charging at Wireless-Powered Network Edge. In IEEE International Conference on Parallel and Distributed Systems (ICDCS) (CCF-B).

Fahao Chen, Peng Li, Celimuge Wu, Song Guo (2022). Hare- Exploiting Inter-job and Intra-job Parallelism of Distributed Machine Learning on Heterogeneous GPUs. In the 31st ACM Symposium 52 on High-Performance Parallel and Distributed Computing (HPDC) (CCF-B).

Zicong Hong, Song Guo, Rui Zhang, Peng Li, Yufeng Zhan, Wuhui Cheng (2022). CYCLE: Sustainable Off-Chain Payment Channel Network with Asynchronous Rebalancing. In the 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN) (CCF-B).

Xiaosong Ma, Jie Zhang, Song Guo, Wenchao Xu (2022). Layer-wised Model Aggregation for Personalized Federated Learning. In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (CCF-A).

Yuepeng Li, Deze Zeng, Lin Gu, Kun Wang, Song Guo (2022). On the Joint Optimization of Function Assignment and Communication Scheduling toward Performance Efficient Serverless Edge Computing. In IEEE/ACM International Symposium on Quality of Service (IWQoS) (CCF-B).

Yanjie Dong, Haijun Zhang, Jianqiang Li, F. Richard Yu, Song Guo, Victor C. M. Leung (2022). An Online Throughput Maximization for Green Coordinated Multi-piont System. In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (CCF-B).

Junxiao Wang, Song Guo, Xin Xie, Heng Qi (2022). Protect Privacy from Gradient Leakage Attack in Federated Learning. In IEEE Conference on Computer Communications (INFOCOM) (CCF-A).

Huawei Huang, Xiaowen Peng, Jianzhou Zhan, Shenyang Zhang, Yue Lin, Zibin Zheng, Song Guo (2022). BrokerChain: A Cross-Shard Blockchain Protocol for Account/Balance-based State Sharding. In IEEE Conference on Computer Communications (INFOCOM) (CCF-A).

Junxiao Wang, Song Guo, Xin Xie, Heng Qi (2022). Federated Unlearning via Class-Discriminative Pruning. In The Web Conference (WWW) (CCF-A).

Ziming Liu, Song Guo, Jingcai Guo, Yuanyuan Xu, Fushuo Huo (2022). Towards Unbiased Multi-label Zero-Shot Learning with Pyramid and Semantic Attention. IEEE Transactions on Multimedia (TMM) (CCF-B).

Xiaojie Wang, Zhaolong Ning, Lei Guo, Song Guo, Xinbo Gao (2022). Towards Predictive Forwarding Strategy in Vehicular Named Data Networking. IEEE Transactions on Parallel and Distributed Systems (TPDS) (CCF-A).

Zicong Hong, Song Guo, Peng Li (2022). Scaling Blockchain via Layered Sharding. IEEE Journal on Selected Areas in Communications (JSAC) (CCF-A).

Zijing Ma, Shigeng Zhang, Jia Liu, Xuan Liu, Weiping Wang, Jianxin Wang, Song Guo (2022). RF-Siamese: Approaching Accurate RFID Gesture Recognition With One Sample. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

Shigeng Zhang, Zijing Ma, Chengwei Yang, Xuan Liu, Xiaoyan Kui, Weiping Wang, Jianxin Wang, Song Guo (2022). Real-time and Accurate Gesture Recognition with Commercial RFID Devices. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

A-Long Jin, Wenchao Xu, Song Guo, Bing Hu, Kwan Yeung (2022). PS+: A Simple yet Effective Framework for Fast Training on Parameter Server. IEEE Transactions on Computers (TC) (CCF-A).

Xianzhi Zhang, Yipeng Zhou, Di Wu, Miao Hu, Xi Zheng, Min Chen, Song Guo (2022). Optimizing Video Caching at the Edge: A Hybrid Multi-Point Process Approach. IEEE Transactions on Parallel and Distributed Systems (TPDS) (CCF-A).

Zeyu Qin, Haipeng Yao, Tianle Mai, Di Wu, Ni Zhang, Song Guo (2022). Multi-Agent Reinforcement Learning Aided Computation Offloading in Aerial Computing for the Internet-of-Things. IEEE Transactions on Services Computing (TSC) (CCF-A).

Enyuan Zhou, Zicong Hong, Yang Xiao, Dongxiao Zhao, Qingqi Pei, Song Guo (2022). MSTDB- A Hybrid Storage-empowered Scalable Semantic Blockchain Database. IEEE Transactions on Knowledge and Data Engineering (TKDE) (CCF-A).

Xuan Liu, Xinning Chen, Qiuying Yang, Shigeng Zhang, Song Guo, Juan Luo, Kenli Li (2022). More Than Scheduling: Novel and Efficient Coordination Algorithms for Multiple readers in RFID Systems. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

Xiaojie Wang, Zhaolong Ning, Song Guo, Miaowen Wen, Vincent Poor (2022). Minimizing the Age-of-Critical-Information: An Imitation Learning-based Scheduling Approach Under Partial Observations. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

Xiaojie Wang, Zhaolong Ning, Lei Guo, Song Guo, Xinbo Gao, Guoyin Wang (2022). Mean-Field Learning for Edge Computing in Mobile Blockchain Networks. IEEE Transactions on Mobile Computin (TMC) (CCF-A).

Yufeng Zhan, Peng Li, Leijie Wu, Song Guo (2022). L4L: Experience-Driven Computational Resource Control in Federated Learning. IEEE Transactions on Computers (TC) (CCF-A).

Haozhao Wang, Song Guo, Bin Tang, Ruixuan Li, Yutong Yang, Zhihao Qu, Yi Wang (2022). Heterogeneity-aware Gradient Coding for Tolerating and Leveraging Stragglers. IEEE Transactions on Computers (TC) (CCF-A).

Shigeng Zhang, Zijing Ma, Kaixuan Lu, Xuan Liu, Jia Liu, Song Guo, Albert Y. Zomaya, Jian Zhang, Jianxin Wang (2022). HearMe: Accurate and Real-time Lip Reading based on Commercial RFID Devices. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

Haojun Teng, Zhetao Li, Kun Cao, Saiqin Long, Song Guo, Anfeng Liu (2022). Game Theoretical Task Offloading for Profit Maximization in Mobile Edge Computing. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

Huawei Huang, Zhengyu Yue, Xiaowen Peng, Liuding He, Wuhui Chen, Hong-Ning Dai, Zibin Zheng, Song Guo (2022). Elastic Resource Allocation against Imbalanced Transaction Assignments in Sharding-based Permissioned Blockchains. IEEE Transactions on Parallel and Distributed Systems (TPDS) (CCF-A).

Yuxuan Liang, Chen Li, Jin Zhao, Yangqing Zeng, Hang Hu, Yu Zhang, Fubing Mao, Xiaofei Liao, Ji Zhang, Lin Gu, Song Guo, Hai Jin, Haikun Liu, Biao Wang, (2022). EGraph: Efficient Concurrent GPU-based Large-scale Dynamic Graph Processing. IEEE Transactions on Knowledge and Data Engineering (TKDE) (CCF-A).

Xin Xie, Xiulong Liu, Junxiao Wang, Song Guo, Heng Qi, Keqiu Li (2022). Efficient Integrity Authentication Scheme for Large-scale RFID Systems. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

Yuepeng Li, Deze Zeng, Lin Gu, Quan Chen, Song Guo, Albert Zomaya, Minyi Guo (2022). Efficient and Secure Deep Learning Inference in Trusted Processor enabled Edge Clouds. IEEE Transactions on Parallel and Distributed Systems (TPDS) (CCF-A).

Jing Li, Song Guo, Weifa Liang, Quan Chen, Zichuan Xu, Wenzheng Xu, Albert Y. Zomaya (2022). Digital Twin-Assisted, SFC-Enabled Service Provisioning in Mobile Edge Computing. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

Junbo Wang, Amitangshu Pal, Kaiming Zhu, Krishna Kant, Song Guo (2022). Collaborative Machine Learning: Schemes, Robustness and Privacy. IEEE Transactions on Neural Networks and Learning Systems (TNNLS) (CCF-B).

Jing Li, Weifa Liang, Wenzheng Xu, Zichuan Xu, Xiaohua Jia, Albert Y. Zomaya, Song Guo (2022). Budget-Aware User Satisfaction Maximization on Service Provisioning in Mobile Edge Computing. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

Yanjie Dong, Haijun Zhang, Jianqiang Li, F. Richard Yu, Song Guo, Victor C. M. Leung (2022). An Online Zero-Forcing Precoder for Weighted Sum-Rate Maximization in Green CoMP Systems. IEEE Transactions on Wireless Communications (TWC) (CCF-B).

Jie Zhang, Song Guo, Zhihao Qu, Deze Zeng, Haozhao Wang, Qifeng Liu, Albert Zomaya (2022). Adaptive Vertical Federated Learning on Unbalanced Features. IEEE Transactions on Parallel and Distributed Systems (TPDS) (CCF-A).

Xin Xie, Xiulong Liu, Heng Qi, Song Guo, Keqiu Li (2022). A Tag-correlation-based Approach to Fast Identification of Group Tags. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

Chuntao Ding, Yidong Li, Zhichao Lu, Shangguang Wang, Song Guo (2022). A Resource-Efficient Feature Extraction Framework for Image Processing in IoT Devices. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

Jie Zhang, Song Guo, Xiaosong Ma, Haozhao Wang, Wenchao Xu, Feijie Wu (2021). Parameterized Knowledge Transfer for Personalized Federated Learning. In Conference on Neural Information Processing Systems (NeurIPS) (CCF-A).

Yuepeng Li, Deze Zeng, Lin Gu, Quan Chen, Song Guo, Albert Zomaya, Minyi Guo (2021). Lasagna: Accelerating Secure Deep Learning Inference in SGX-enabled Edge Cloud. In ACM Symposium on Cloud Computing (SoCC) (CCF-B).

Qihua Zhou, Song Guo, Zhihao Qu, Jingcai Guo, Zhenda Xu, Jiewei Zhang, Tao Guo, Boyuan Luo, Jingren Zhou (2021). Octo: INT8 Training with Loss-aware Compensation and Backward Quantization for Tiny On-device Learning. In USENIX Annual Technical Conference (ATC) (CCF-A).

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Xiang Yang, Qi Qi, Jingyu Wang, Song Guo, Jianxin Liao (2021). Towards Efficient Inference: Adaptively Cooperate in Heterogeneous IoT Edge Cluster. In IEEE International Conference on Parallel and Distributed Systems (ICDCS) (CCF-B).

Huawei Huang, Zhenyi Huang, Xiaowen Peng, Zibin Zheng, Song Guo (2021). MVCom: Scheduling Most Valuable Committees for the Large-Scale Sharded Blockchain. In IEEE International Conference on Parallel and Distributed Systems (ICDCS) (CCF-B).

Yi Liu, Leijie Wu, Yufen Zhan, Song Guo, Zicong Hong (2021). Incentive-Driven Long-term Optimization for Edge Learning by Hierarchical Reinforcement Mechanism. In IEEE International Conference on Parallel and Distributed Systems (ICDCS) (CCF-B).

Jian Zheng, Huawei Huang, Canlin Li, Zibin Zheng, Song Guo (2021). Revisiting Double-Spending Attacks on the Bitcoin Blockchain: New Findings. In IEEE/ACM International Symposium on Quality of Service (IWQoS) (CCF-B).

Qiuying Yang, Xuan Liu, Song Guo (2021). No Wait, No Waste: A Novel and Efficient Coordination Algorithm for Multiple readers in RFID Systems. In IEEE/ACM International Symposium on Quality of Service (IWQoS) (CCF-B).

Zicong Hong, Song Guo, Peng Li, Wuhui Chen (2021). Pyramid: A Layered Sharding Blockchain System. In IEEE Conference on Computer Communications (INFOCOM) (CCF-A).

Lin Gu, Deze Zeng, Jie Hu, Hai Jin, Song Guo, Albert Zomaya (2021). Exploring Layered Container Structure for Cost Efficient Microservice Deployment. In IEEE Conference on Computer Communications (INFOCOM) (CCF-A).

Xin Xie, Xiulong Liu, Song Guo, Heng Qi, Keqiu Li (2021). A Lightweight Integrity Authentication Approach for RFID-enabled Supply Chains. In IEEE Conference on Computer Communications (INFOCOM) (CCF-A).

Jing Li, Weifa Liang, Yuchen Li, Zichuan Xu, Xiaohua Jia, Song Guo (2021). Throughput Maximization of Delay-Aware DNN Inference in Edge Computing by Exploring DNN Model Partitioning and Inference Parallelism. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

Yuben Qu, Lihao Wang, Haipeng Dai, Weijun Wang, Chao Dong, Fan Wu, Song Guo (2021). Server Placement for Edge Computing: A Robust Submodular Maximization Approach. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

Xuan Liu, Jiangjin Yin, Shigeng Zhang, Kenli Li, Song Guo (2021). Receive Only Necessary: Efficient Tag Category Identification in Large-scale RFID Systems. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

Zhihao Qu, Song Guo, Haozhao Wang, Baoliu Ye, Yi Wang, Albert Zomaya, Bin Tang (2021). Partial Synchronization to Accelerate Federated Learning over Relay-Assisted Edge Networks. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

Xiaojie Wang, Zhaolong Ning, Song Guo, Miaowen Wen, Lei Guo, Vincent Poor (2021). Dynamic UAV Deployment for Differentiated Services: A Multi-Agent Imitation Learning Based Approach. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

Zhaolong Ning, Yuxuan Yang, Xiaojie Wang, Lei Guo, Xinbo Gao, Song Guo, Guoyin Wang (2021). Dynamic Computation Offloading and Server Deployment for UAV-Enabled Multi-Access Edge Computing. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

Jingcai Guo, Song Guo, Shiheng Ma, Yuxia Sun, and Yuanyuan Xu, (2021). Conservative Novelty Synthesizing Network for Malware Recognition in an Open-set Scenario. IEEE Transactions on Neural Networks and Learning Systems (TNNLS) (CCF-B).

Tao Huang, Baoliu Ye, Bin Tang, Lei Xie, Sanglu Lu, Song Guo (2021). Boost Sum-Product Performance for Multiuser Detection in mMTC at Millimeter Wave. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

Zhaolong Ning, Shouming Sun, Xiaojie Wang, Lei Guo, Song Guo, Xiping Hu, Bin Hu, Ricky Y. K. Kwok (2021). Blockchain-enabled Intelligent Transportation Systems: A Distributed Crowdsensing Framework. IEEE Transactions on Mobile Computing (TMC) (CCF-A).

Jie Zhang, Song Guo, Zhihao Qu, Deze Zeng, Yufeng Zhan, Qifeng Liu, Rajendra Akerkar (2021). Adaptive Federated Learning on Non-IID Data with Resource Constraint. IEEE Transactions on Computers (TC) (CCF-A).

Zhaolong Ning, Peiran Dong, Xiaojie Wang, Shupeng Wang, Xiping Hu, Song Guo, Tie Qiu, Bin Hu, Ricky Y. K. Kwok (2020). Distributed and Dynamic Service Placement in Pervasive Edge Computing Networks. TPDS (CCF-A).

Yu Ma, Weifa Liang, Meitian Huang, Wenzheng Xu, Song Guo (2020). Virtual Network Function Service Provisioning in MEC via Trading Off the Usages between Computing and Communication Resources. TCC.

Haozhao Wang, Zhihao Qu, Song Guo, Xin Gao, Ruixuan Li, Baoliu Ye (2020). Intermittent Pulling with Local Compensation for Communication-Efficient Distributed Learning. TETC.

Qihua Zhou, Song Guo, Zhihao Qu, Peng Li, Li Li, Minyi Guo, Kun Wang (2020). Petrel: Heterogeneity- aware Distributed Deep Learning via Hybrid Synchronization. TPDS (CCF-A).

Qihua Zhou, Kun Wang, Haodong Lu, Wenyao Xu, Yanfei Sun, Song Guo (2020). Canary: Decentralized Distributed Deep Learning via Gradient Sketch and Partition in Multi-interface Networks. TPDS (CCF-A).

Sicong Zhou, Huawei Huang, Wuhui Chen, Pan Zhou, Zibin Zheng, Song Guo (2020). PIRATE: A Blockchain- based Secure Framework of Distributed Machine Learning in 5G Networks. MNET (JCR-Q1).

Haozhao Wang, Zhihao Qu, Song Guo, Xin Gao, Ruixuan Li, Baoliu Ye (2020). A Graph Learning based Approach for Identity Inference in DApp Platform Blockchain. TETC.

Xiaojie Wang, Zhaolong Ning, Song Guo (2020). Multi-agent Imitation Learning for Pervasive Edge Computing: A Decentralized Computation Offloading Algorithm. IEEE Transactions on Parallel and Distributed Systems (TPDS) (CCF-A).

Shigeng Zhang, Xuan Liu, Yangyang Liu, Bo Ding, Song Guo, Jianxin Wang (2020). Accurate Respiration Monitoring for Mobile Users with Commercial RFID Devices. JSAC.

Jinlong Sun, Fan Liu, Yuzhi Zhou, Guan Gui, Tomoaki Ohtsuki, Song Guo, Fumiyuki Adachi (2020). Surveillance Plane Aided Air-Ground Integrated Vehicular Networks: Architectures, Applications, and Potential. MWC.

Xuan Liu, Zhong Xi, Juan Luo, Shigeng Zhang, Song Guo (2020). Fast and Reliable Dynamic Tag Estimation in Large-Scale RFID Systems. JIOT.

Song Guo, Deze Zeng, Shifu Dong (2020). Pedagogical Data Analysis via Federated Learning Toward Education 4.0. American Journal of Education and Information Technology.

Xiaojie Wang, Zhaolong Ning, Song Guo, Lei Wang (2020). Imitation Learning Enabled Task Scheduling for Online Vehicular Edge Computing. TMC (CCF-A).

Xiaoming He, Kun Wang, Haodong Lu, Wenyao Xu, Song Guo (2020). Edge QoE: Intelligent Big Data Caching via Deep Reinforcement Learning. MNET (JCR-Q1).

Huawei Huang, Wei Kong, Sicong Zhou, Zibin Zheng, Song Guo (2020). A Survey of State-of-the-Art on Blockchains: Theories, Modelings, and Tools. ACM Computing Surveys.

Chao Qiu, Xiaofei Wang, Haipeng Yao, Jianbo Du, Richard F. Yu, Song Guo (2020). Networking Integrated Cloud-Edge-End in IoT: A Blockchain-Assisted Collective Learning Approach. JIOT.

Yu Ma, Weifa Liang, Jing Li, Xiaohua Jia, Song Guo (2020). Mobility-Aware and Delay-Sensitive Service Provisioning in Mobile Edge-Cloud Networks. TMC (CCF-A).

Chao Fang, Changtong Liu, Zhuwei Wang, Yang Sun, Wei Ni, Peng Li, Song Guo (2020). Cache-Assisted Content Delivery in Wireless Networks: A New Game Theoretic Models. JSYST.

Miao Du, Kun Wang, Yinqiu Liu, Kai Qian, Yanfei Sun, Wenyao Xu, Song Guo (2020). Spacechain: A Three-Dimensional Blockchain Architecture for IoT Security. MWC (JCR-Q1).

Lin Gu, Jie Hu, Deze Zeng, Song Guo, Hai Jin (2020). Service Function Chain Deployment and Network Flow Scheduling in Geo-Distributed Data Centers. TNSE (JCR-Q1).

Xiangming Zhu, Chunxiao Jiang, Linling Kuang, Zhifeng Zhao, Song Guo (2020). Two-Layer Game Based Resource Allocation in Cloud Based Integrated Terrestrial-Satellite Networks. TCCN (JCR-Q1).

Baichuan Liu, Weikun Zhang, Wuhui Chen, Huawei Huang, Song Guo (2020). Online Computation Offloading and Traffic Routing for UAV Swarms in Edge-Cloud Computing. TVT.

Zhe Quan, Zhi-Jie Wang, Ting Ye, Song Guo (2020). Task Scheduling for Energy Consumption Constrained Parallel Applications on Heterogeneous Computing Systems. TPDS (CCF-A).

Xiaoming He, Haodong Lu, Huawei Huang, Yingchi Mao, Kun Wang, Song Guo (2020). QoE-Based Cooperative Task Offloading with Deep Reinforcement Learning in Mobile Edge Networks. MWC (JCR-Q1).

Yufeng Zhan, Peng Li, Kun Wang, Song Guo, Yuanqing Xia (2020). Big Data Analytics by CrowdLearning: Architecture and Mechanism Design. MNET (JCR-Q1).

Haipeng Yao, Huiwen Liu, Peiying Zhang, Sheng Wu, Chunxiao Jiang, Song Guo (2020). A Learning-Based Approach to Intra-Domain QoS Routing. TVT.

Wenchao Xu, Song Guo, Shiheng Ma, Haibo Zhou, Mingli Wu, Weihua Zhuang (2020). Augmenting Drive-Thru Internet via Reinforcement Learning-Based Rate Adaptation. IOT (JCR-Q1).

Jingcai Guo, Song Guo (2020). A Novel Perspective to Zero-Shot Learning: Towards an Alignment of Manifold Structures via Semantic Feature Expansion. TM.

Huawei Huang, Peng Li, Song Guo, Weifa Liang, Kun Wang (2020). Near-Optimal Deployment of Service Chains by Exploiting Correlations Between Network Functions. TCC (JCR-Q1).

Peng Li, Song Guo, Shui Yu, Weihua Zhuang (2020). Cross-Cloud MapReduce for Big Data. TCC (JCR-Q1).

Shaoyong Guo, Yao Dai, Song Guo, Xuesong Qiu, Feng Qi (2020). Blockchain Meets Edge Computing: Stackelberg Game and Double Auction Based Task Offloading for Mobile Blockchain. TVT (JCR-Q1).

Wenchen He, Shaoyong Guo, Song Guo, Xuesong Qiu, Feng Qi (2020). Joint DNN Partition Deployment and Resource Allocation for Delay-Sensitive Deep Learning Inference in IoT. IoTJ (JCR-Q1).

Shaoyong Guo, Xing Hu, Song Guo, Xuesong Qiu, Feng Qi (2020). Blockchain Meets Edge Computing: A Distributed and Trusted Authentication System. (JCR-Q1).

Chao Qiu, Haipeng Yao, F. Richard Yu, Chunxiao Jiang, Song Guo (2020). A Service-Oriented Permissioned Blockchain for the Internet of Things. TSC (JCR-Q1).

Qihua Zhou, Song Guo, Haodong Lu, Li Li, inyi Guo, Yanfei Sun, Kun Wang (2020). Falcon: Addressing Stragglers in Heterogeneous Parameter Server via Multiple Parallelism. TC.

Xuan Song, Haoran Zhang, Rajendra Akerkar, Huawei Huang, Song Guo, Lei Zhong, Yusheng Ji, Andreas L. Opdahl, Hemant Purohit, Andre Skupin, Akshay Pottathil, Aron Culotta (2020). A Novel Perspective to Zero-Shot Learning: Towards an Alignment of Manifold Structures via Semantic Feature Expansion. TBD.

Haipeng Yao, Sihan Ma, Jingjing Wang, Peiying Zhang, Chunxiao Jiang, Song Guo (2020). A Continuous-Decision Virtual Network Embedding Scheme Relying on Reinforcement Learning. TNSM.

Yinqiu Liu, Kun Wang, Kai Qian, Miao Du, Song Guo (2020). Tornado: Enabling Blockchain in Heterogeneous Internet of Things Through a Space-Structured Approach. IOT (JCR-Q1).

Lin Gu, Deze Zeng, Wei Li, Song Guo, Albert Y. Zomaya, Hai Jin (2020). Intelligent VNF Orchestration and Flow Scheduling via Model-Assisted Deep Reinforcement Learning. JSAC (CCF-A).

Hongji Huang, Song Guo, Guan Gui, Zhen Yang, Jianhua Zhang, Hikmet Sari, Fumiyuki Adachi (2020). Deep Learning for Physical-Layer 5G Wireless Techniques: Opportunities, Challenges and Solutions. (JCR-Q1).

Huakun Huang, Lingjun Zhao, Huawei Huang, Song Guo (2020). Machine fault detection for intelligent self-driving networks. MCOM.

Yufeng Zhan, Song Guo, Peng Li, Jiang Zhang (2020). A Deep Reinforcement Learning Based Offloading Game in Edge Computing. TC (CCF-A).

Yufeng Zhan, Peng Li, Zhihao Qu, Zeng Zeng, Song Guo (2020). A Learning-Based Incentive Mechanism for Federated Learning. IoTJ (JCR-Q1).

Shiheng Ma, Song Guo, Kun Wang, Weijia Jia, Minyi Guo (2020). A Cyclic Game for Service-Oriented Resource Allocation in Edge Computing. TSC (CCF-B, JCR-Q1).

Shigeng Zhang, Xuan Liu, Song Guo, Albert Zomaya, Jianxin Wang (2020). Why Queue Up? Fast Parallel Search of RFID Tags for Multiple Users. In MobiHoc (CCF-B).

Jianting Zhang, Zicong Hong, Xiaoyu Qiu, Yufeng Zhan, Song Guo, Wuhui Chen (2020). SkyChain: A Deep Reinforcement Learning-Empowered Dynamic Blockchain Sharding System. In ICPP (CCF-B).

Kang Jiawen, Xiong Zehui, Jiang Chunxiao, Liu Yi, Guo Song, Zhang Yang, Niyato Dusit, Cyril Leung, Miao Chunyan (2020). Scalable and Communication-efficient Decentralized Federated Edge Learning with Multi-blockchain Framework. In BlockSys.

Chenhan Xu, Kun Wang, Peng Li, Rui Xia, Song Guo, Minyi Guo (2020). Renewable Energy-Aware Big Data Analytics in Geo-Distributed Data Centers with Reinforcement Learning. TNSE (JCR-Q1).

Chenhan Xu, Kun Wang, Yanfei Sun, Song Guo, Albert Y. Zomaya (2020). Redundancy Avoidance for Big Data in Data Centers: A Conventional Neural Network Approach. TNSE (JCR-Q1).

Shifu Dong, Deze Zeng, Lin Gu, Song Guo (2020). Offloading Federated Learning Task to Edge Computing with Trust Execution Environment. In MASS.

Tianle Mai, Haipeng Yao, Zehui Xiong, Song Guo, Dusit Niyato (2020). Multi-agent Actor-Critic Reinforcement Learning Based In-network Load Balance. In Globecom.

Shengli Pan, Peng Li, Deze Zeng, Zhiyong Zhang, Song Guo, Ying-Chang Liang (2020). Learning-Based Network Boolean Tomography for Identifying Congested Links with Correlations. In Globecom.

Zhou Su, Qifan Qi, Qichao Xu, Song Guo, Xiaowei Wang (2020). Incentive Scheme for Cyber Physical Social Systems Based on User Behaviors. (JCR-Q1).

Wei Yang Lim, Jer Shyuan Ng, Zehui Xiong, Dusit Niyato, Song Guo, Cyril Leung, Chunyan Miao (2020). Dynamic Resource Allocation for Hierarchical Federated Learning. In MSN.

Jingcai Guo, Shiheng Ma, Jie Zhang, Qihua Zhou, Song Guo (2020). Dual-view Attention Networks for Single Image Super-Resolution. In MM (CCF-A).

Xiaofei Luo, Huawei Huang, Peng Li, Song Guo (2020). Cost-Efficient Service Provisioning for Mobile Applications in Cloudlet Networks.

Keshan Zhang, Huawei Huang, Song Guo, Xiaocong Zhou (2020). Blockchain-based Participant Selection for Federated Learning. In BlockSys.

Wenchao Xu, Haibo Zhou, Nan Cheng, Ning Lu, Lijuan Xu, Meng Qin, Song Guo (2020). Autonomous Rate Control for Mobile Internet of Things: A Deep Reinforcement Learning Approach. In VTC.

Zhou Su, Tianxin Lin, Qichao Xu, Nan Chen, Sui Yu, Song Guo (2020). An Online Pricing Strategy of EV Charging and Data Caching in Highway Service Stations. In MSN.

Kun Wang, Yun Shao, Lei Xie, Jie Wu, Song Guo (2020). Adaptive and Fault-Tolerant Data Processing in Healthcare IoT Based on Fog Computing. TNSE (JCR-Q1).

Zitong Wang, Deze Zeng, Lin Gu, Song Guo (2020). A Game-based Network Slicing and Resource Scheduling for Compute First Networking. In Globecom.

Hui Lei, Chao Qiu, Haipeng Yao, Song Guo (2019). When Blockchain-Enabled Internet of Things Meets Cloud Computing. MC.

Shiheng Ma, Song Guo, Kun Wang, Minyi Guo (2019). Service Demand Prediction with Incomplete Historical Data. In ICDCS (CCF-B).

Haozhao Wang, Song Guo, Bin Tang, Ruixuan Li, Chengjie Li (2019). Heterogeneity-aware gradient coding for straggler tolerance. In ICDCS (CCF-B).

Qihua Zhou, Kun Wang, Song Guo, Xiaodong Lu, Li Li, Minyi Guo, Yanfei Sun (2019). Falcon: Towards computation-parallel deep learning in heterogeneous parameter server. In ICDCS (CCF-B).

Lin Gu, Deze Zeng, Wei Li, Song Guo, Albert Zomaya, Hai Jin (2019). Deep reinforcement learning based VNF management in geo-distributed edge computing. In ICDCS (CCF-B).

Shiheng Ma, Song Guo, Kun Wang, Weijie Jia, Minyi Guo (2019). A cyclic game for joint cooperation and competition of edge resource allocation. In ICDCS (CCF-B).

Haipeng Yao, Tianle Mai, Chunxiao Jiang, Linling Kuang, Song Guo (2019). AI routers network mind: A hybrid machine learning paradigm for packet routing. MCI.

Boyu Deng, Chunxiao Jiang, Song Guo (2019). Energy Minimization of Resource Allocation in Cloud-Based Satellite Communication Networks. LCOMM.

Huawei Huang, Song Guo, Weifa Liang, Kun Wang, Yasuo Okabe (2019). Coflow-like Online Data Acquisition from Low-Earth-Orbit Datacenters. TMC (CCF-A).

Junchao Yang, Jiangtao Luo, Junxia Wang, Song Guo (2019). CMU-VP: cooperative multicast and unicast with viewport prediction for VR video streaming in 5G H-CRAN. ACCESS.

Shigeng Zhang, Chengwei Yang, Xiaoyan Kui, Jianxin Wang, Xuan Liu, Song Guo (2019). Reactor: Real-time and accurate contactless gesture recognition with RFID. In SECON (CCF-B).

Zhuwei Wang, Yu Gao, Chao Fang, Song Guo, Peng Li (2019). Optimal Connected Cruise Control With Arbitrary Communication Delays. JSYST (JCR-Q1).

Haozhao Wang, Song Guo, Ruixuan Li (2019). Osp: Overlapping computation and communication in parameter server for fast machine learning. In ICPP (CCF-B).

Jingcai Guo, Song Guo (2019). AMS-SFE: Towards an Alignment of Manifold Structures via Semantic Feature Expansion for Zero-shot Learning. In ICME (CCF-B).

Xuan Liu, Jiangjin Yin, Yangyang Liu, Shigeng Zhang, Song Guo, Kun Wang (2019). Vital Signs Monitoring with RFID: Opportunities and Challenges. IEEE Network.

Peng Li, Xing Wu, Wenfeng Shen, Weiqin Tong, Song Guo (2019). Collaboration of Heterogeneous Unmanned Vehicles for Smart Cities. IEEE Network.

Qihua Zhou, Kun Wang, Peng Li, Deze Zeng, Song Guo, Baoliu Ye, Minyi Guo (2019). Fast coflow scheduling via traffic compression and stage pipelining in datacenter networks. TC (CCF-A).

Chao Qiu, Haipeng Yao, Chunxiao Jiang, Song Guo, Fangmin Xu (2019). Cloud Computing Assisted Blockchain-Enabled Internet of Things. TCC.

Shengli Pan, Peng Li, Deze Zeng, Song Guo, Guangmin Hu (2019). A Q-Learning Based Framework for Congested Link Identification. JIOT (JCR-Q1).

An Xie, Huawei Huang, Xiaoliang Wang, Song Guo, Zhuzhong Qian, Sanglu Lu (2019). Dual: Deploy stateful virtual network function chains by jointly allocating data-control traffic. CN (CCF-B).

Chao Fang, Song Guo, Zhuwei Wang, Huawei Huang, Haipeng Yao, Yunjie Liu (2019). Data-driven intelligent future network: Architecture, use cases, and challenges. IEEE COMMUN MAG (JCR-Q1).

Boyu Deng, Chunxiao Jiang, Linling Kuang, Ning Ge, Song Guo, Shanghong Zhao (2019). Resource Allocation of Multibeam Communication Satellite Systems in Sparse Networks. In ICC.

Haipeng Yao, Huiwen Liu, Peiying Zhang, Sheng Wu, Chunxiao Jiang, Song Guo (2019). An intelligent approach to energy efficient transportation and QoS routing. In ICC.

Zicong Hong, Wuhui Chen, Huawei Huang, Song Guo, Zibin Zheng (2019). Multi-hop cooperative computation offloading for industrial IoT--edge--cloud computing environments. TPDS (CCF-A).

Yuxia Sun, Shing-Chi Cheung, Song Guo, Ming Cheng (2019). Disclosing and Locating Concurrency Bugs of Interrupt-Driven IoT Programs. JIOT (JCR-Q1).

Boyu Deng, Chunxiao Jiang, Jian Yan, Ning Ge, Song Guo, Shanghong Zhao (2019). Joint multigroup precoding and resource allocation in integrated terrestrial-satellite networks. TVT (JCR-Q1).

Mingli Wu, Kun Wang, Xiaoqin Cai, Song Guo, Minyi Guo, Chunming Rong (2019). A comprehensive survey of blockchain: From theory to IoT applications and beyond. JIOT (JCR-Q1).

Qiufen Xia, Zichuan Xu, Weifa Liang, Shui Yu, Song Guo, Albert Y. Zomaya (2019). Efficient data placement and replication for QoS-aware approximate query evaluation of big data analytics. TPDS (CCF-A).

Yilong Hui, Zhou Su, Song Guo (2019). Utility Based Data Computing Scheme to Provide Sensing Service in Internet of Things. TETC(JCR-Q1).

Miao Du, Kun Wang, Xiulong Liu, Song Guo, Yan Zhang (2019). A Differential Privacy-based Query Model for Sustainable Fog Data Centers. TSUSC(JCR-Q1).

Meitian Huang, Weifa Liang, Yu Ma, Song Guo (2019). Maximizing Throughput of Delay-Sensitive NFV- Enabled Request Admissions via Virtualized Network Function Placement. TCC.

Yu Ma, Weifa Liang, Zichuan Xu, Song Guo (2019). Profit Maximization for Admitting Requests with Network Function Services in Distributed Clouds. TPDS(CCF-A).

Huawei Huang, Song Guo, Kun Wang (2019). Proactive Failover for NFV in Edge Networks. IEEE COMMUN MAG (JCR-Q1).

Jingcai Guo, Song Guo (2019). Adaptive adjustment with semantic feature space for zero-shot recognition. In ICASSP (CCF-B).

Jingcai Guo, Song Guo (2019). EE-AE: An Exclusivity Enhanced Unsupervised Feature Learning Approach. In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (CCF-B).

Huining Li, Kun Wang, Toshiaki Miyazaki, Chenhan Xu, Song Guo, Yanfei Sun (2019). Trust-enhanced content delivery in blockchain-based information-centric networking. MNET.

Huawei Huang, Song Guo, Weifa Liang, Kun Wang, Albert Y Zomaya (2019). Green data-collection from geo-distributed IoT networks through low-earth-orbit satellites. TGCN.

Chenhan Xu, Kun Wang, Peng Li, Song Guo, Jiang Luo, Baoliu Ye, Minyi Guo (2019). Making Big Data Open in Edges: A Resource-Efficient Blockchain-based Approach. TPDS(CCF-A).

Lin Cui, Fung Po Tso, Song Guo, Weijia Jia, Kaimin Wei, Wei Zhao (2019). Enabling Heterogeneous Network Function Chaining. TPDS(CCF-A).

Junbo Wang, Koichi sato, Song Guo, Wuhui Chen, Jie Wu (2019). Big Data Processing with Minimal Delay and Guaranteed Data Resolution in Disaster Areas. TVT(JCR-Q1).

Wuhui Chen, Baichuan Liu, Huawei Huang, Song Guo, Zibin Zheng (2019). When UAV Swarm Meets EdgeCloud Computing: The QoS Perspective. MNET (JCR-Q1).

Shigeng Zhang, Chengwei Yang, Danming Jiang, Xiaoyan Kui, Song Guo, Albert Zomaya, Jianxin Wang (2019). Nothing blocks me: Precise and real-time LOS/NLOS path recognition in RFID systems. IoTJ (JCR-Q1).

Lin Gu, Deze Zeng, Sheng Tao, Song Guo, Hai Jin, Albert Zomaya, Weihua Zhuang (2019). Fairness-aware Dynamic Rate Control and Flow Scheduling for Network Utility Maximization in Network Service Chain. JSAC(JCR-Q1).

Feng Wang, Wenjun Jiang, Guojun Wang, Song Guo (2019). Influence maximization by leveraging the crowdsensing data in information diffusion network. JNCA (CCF-C/JCR-Q1).

Chi Zhang, Chunxiao Jiang, Jin Jin, Sheng Wu, Linling Kuang, Song Guo (2019). Spectrum Sensing and Recognition in Satellite Systems. TVT(JCR-Q1).

Kun Wang, Chenhan Xu, Yan Zhang, Song Guo, Albert Y. Zomaya (2019). Robust Big Data Analytics for Electricity Price Forecasting in the Smart Grid. TBDATA(CCF-C).

Zichuan Xu, Weifa Liang, Meitian Huang, Mike Jia, Song Guo, Alex Galis (2019). Efficient NFV-Enabled Multicasting in SDNs. TCOMM(JCR-Q1).

Haoge Jia, Zuyao Ni, Chunxiao Jiang, Linling Kuang, Song Guo, Jianhua Lu (2019). Enhanced Irregular Repetition Slotted ALOHA with Degree Distribution Adjustment in Satellite Network. In GLOBECOM.

Wenchao Xu, Chao Ma, Song Guo, Haibo Zhou (2019). Efficient Rate Adaptation for 802.11af TVWS Vehicular Access via Deep Learning. In GLOBECOM.

Wenchao Xu, Song Guo, Haibo Zhou, Shiheng Ma, Mingli Wu (2019). A Queueing Analysis of the Opportunistic Vehicle-to-Vehicle Communication. In GLOBECOM.

Zicong Hong, Huawei Huang, Song Guo, Wuhui Chen, Zibin Zheng (2019). QoS-Aware Cooperative Computation Offloading for Robot Swarms in Cloud Robotics. TVT(JCR-Q1).

Yuxia Sun, Song Guo, Shing-Chi Cheung, Yong Tang (2019). Analyzing and disentangling interleaved interrupt-driven IoT programs. IoTJ (JCR-Q1).

Song Guo, Deze Zeng, Lin Gu, Jiangtao Luo (2019). When green energy meets cloud radio access network: Joint optimization towards brown energy minimization. MONET.

Yixuan Wang, Kun Wang, Huawei Huang, Toshiaki Miyazaki, Song Guo (2019). Traffic and Computation Co-Offloading with Reinforcement Learning in Fog Computing for Industrial Applications. TII(JCR-Q1).

Xuan Liu, Jiangjin Yin, Shigeng Zhang, Bo Ding, Song Guo, Kun Wang (2019). Range-based Localization for Sparse 3-D Sensor Networks. JIOT(JCR-Q1).

Xiaoxuan Hu, Peng Li, Kun Wang, Yanfei Sun, Deze Zeng, Xiaoyan Wang, Song Guo (2019). Joint workload scheduling and energy management for green data centers powered by fuel cells. TGCN.

Xiangming Zhu, Chunxiao Jiang, Linling Kuang, Ning Ge, Song Guo, Jianhua Lu (2019). Cooperative transmission in integrated terrestrial-satellite networks. IEEE Network.

Feixiang Li, Xiaobin Xu, Haipeng Yao, Jingjing Wang, Chunxiao Jiang, Song Guo (2019). Multi-Controller Resource Management for Software-Defined Wireless Networks. LCOMM(JCR-Q2).

Yu Ma, Weifa Liang, Meitian Huang, Yang Liu, Song Guo (2019). Virtual Network Function Service Provisioning for Offloading Tasks in MEC by Trading off Computing and Communication Resource Usages. In IEEE Conference on Computer Communications Workshops.

Davide Aguiari, Andrea Ferlini, Jiannong Cao, Song Guo, Giovanni Pau (2019). Poster Abstract: C-Continuum: Edge-to-Cloud Computing for Distributed AI. In IEEE Conference on Computer Communications Workshops.

Yu Ma, Weifa Liang, Song Guo (2019). Mobility-Aware Delay-Sensitive Service Provisioning for Mobile Edge Computing. In IEEE Conference on Computer Communications Workshops.

Zhihao Qu, Baoliu Ye, Bin Tang, Song Guo, Sanglu Lu, Zhuang Weihua (2019). Cooperative caching for multiple bitrate videos in small cell edges. TMC (CCF-A).

Yuben Qu, Shaojie Tang, Chao Dong, Peng Li, Song Guo, Haipeng Dai, Fan Wu (2018). Posted pricing for chance constrained robust crowdsensing. TMC (CCF-A).

Zhang Jingyu, Wang Zhi-Jie, Guo Song, Yang Dingyu, Fang Gan, Peng Chunyi, Guo Minyi (2018). Power consumption analysis of video streaming in 4G LTE networks. WN.

Dong Chao, Qu Yuben, Dai Haipeng, Guo Song, Wu Qihui (2018). Multicast in multi-channel cognitive radio ad hoc networks: Challenges and research aspects. CC.

Yushu Zhang, Yong Xiang, Leo Zhang, Yue Rong, Song Guo (2018). Secure wireless communications based on compressive sensing: a survey. IEEE CST (JCR-Q1).

Zeng Deze, Zhang Jie, Gu Lin, Guo Song, Luo Jiangtao (2018). Energy-efficient coordinated multipoint scheduling in green cloud radio access network. TVT.

Fawaz AL-Hazemi, Peng Yuyang, Youn Chan-Hyun, Lorincz Josip, Li Chao, Song Guo, Boutaba Raouf (2018). Dynamic allocation of power delivery paths in consolidated data centers based on adaptive UPS switching. CN.

Haipeng Yao, Bo Zhang, Peiying Zhang, Sheng Wu, Chunxiao Jiang, Song Guo (2018). RDAM: A Reinforcement Learning Based Dynamic Attribute Matrix Representation for Virtual Network Embedding. TETC.

Yu Jiahui, Wang, Kun and Zeng, Deze and Zhu, Chunsheng and Guo, Song (2018). Privacy-preserving data aggregation computing in cyber-physical social systems. TCPS.

Liu Xiulong, Xie Xin, Zhao Xibin, Wang Kun, Li Keqiu, Liu Alex X, Guo Song, Wu Jie (2018). Fast identification of blocked RFID tags. TMC (CCF-A).

Wang Kun, Zhou Qihua, Guo Song, Luo Jiangtao (2018). Cluster frameworks for efficient scheduling and resource allocation in data center networks: A survey. CST.

Wang Kun, Yu Jun, Yu Yan, Qian Yirou, Zeng Deze, Guo Song, Xiang Yong, Wu Jinsong (2018). A survey on energy internet: Architecture, approach, and emerging technologies. ISJ.

Wu Jinsong, Guo Song, Huang Huawei, Liu William, Xiang Yong (2018). Information and communications technologies for sustainable development goals: state-of-the-art, needs and perspectives. CST.

Wang Kun, Li Huining, Maharjan Sabita, Zhang Yan, Guo Song (2018). Green energy scheduling for demand side management in the smart grid. TGCN.

Li Wenxin, Guo Deke, Liu Alex X, Li Keqiu, Qi Heng, Guo Song, Munir Ali, Tao Xiaoyi (2018). CoMan: Managing bandwidth across computing frameworks in multiplexed datacenters. TPDS.

Zhang Zeqi, Jiang Chunxiao, Guo Song, Qian Yi, Ren Yong (2018). Temporal centrality-balanced traffic management for space satellite networks. TVT.

Mi Jun, Wang Kun, Li Peng, Guo Song, Sun Yanfei (2018). Software-defined green 5G system for big data. ICM.

Baojun Zhou, Jie Li, Jinsong Wu, Song Guo, Yu Gu, Zhetao Li (2018). Machine-Learning-Based Online Distributed Denial-of-Service Attack Detection Using Spark Streaming. In ICC.

Hu Xiaoxuan, Wang Kun, Liu Xiulong, Sun Yanfei, Li Peng, Guo Song (2018). Energy management for EV charging in software-defined green vehicle-to-grid network. ICM.

Hongwei Wang, Song Guo, Jiannong Cao, Minyi Guo (2018). MeLoDy: A Long-term Dynamic Qualityaware Incentive Mechanism for Crowdsourcing. TPDS (CCF-A).

Jun Huang, Qiang Duan, Song Guo, Yuhong Yan, Shui Yu (2018). Converged Network-Cloud Service Composition with End-to-End Performance Guarantee. TCC (JCR-Q1).

Hua-Yuan Shih, Song Guo, Rung-Ching Chen, Chen-Yeng Peng (2018). Enhanced Passcode Recognition Based on Press Force and Time Interval. In ACIIDS.

Xiaoming He, Kun Wang, Huawei Huang, Yixuan Wang, Song Guo (2018). Green Resource Allocation Based on Deep Reinforcement Learning in Content-Centric IoT. TETC.

Boyu Deng, Chunxiao Jiang, Linling Kuang, Song Guo, Jianhua Lu, Shanghong Zhao (2018). Two-Phase Task Scheduling in Data Relay Satellite Systems. TVT (JCR-Q1).

Meitian Huang, Weifa Liang, Zichuan Xu, Wenzheng Xu, Song Guo, Yinlong Xu (2018). Online Unicasting and Multicasting in Software-Defined Networks. COMNET (JCR-Q2).

Huawei Huang, Song Guo, Kun Wang (2018). Envisioned Wireless Big Data Storage for Low-Earth-Orbit Satellite-based Cloud. MWC (JCR-Q1).

Chengyu Hu, Ming Li, Deze Zeng, Song Guo (2018). A Survey on Sensor Placement for Contamination Detection in Water Distribution Systems. Wireless Networks.

Meitian Huang, Weifa Liang, Yu Ma, Song Guo (2018). Throughput Maximization of Delay-Sensitive Request Admissions via Virtualized Network Function Placements and Migrations. In ICC.

Qihua Zhou, Peng Li, Kun Wang, Deze Zeng, Song Guo, Minyi Guo (2018). Swallow: Joint Online Scheduling and Coflow Compression in Datacenter Networks. In IPDPS.

Deze Zeng, Jie Zhang, Lin Gu, Song Guo (2018). Stochastic Scheduling Towards Cost Efficient Network Function Virtualization in Edge Cloud. In SECON.

Chi Zhang, Chunxiao Jiang, Jin Jin, Sheng Wu, Linling Kuang, Song Guo (2018). Spatial Angular Spectrum Sensing for Non-Geostationary Satellite Systems. In GLOBECOM.

Yibo Jin, Zhuzhong Qian, Song Guo, Sheng Zhang, Xiaoliang Wang, Sanglu Lu (2018). ran-GJS: Orchestrating Data Analytics for Heterogeneous Geo-distributed Edges. In International Conference on Parallel Processing.

Yu Ma, Weifa Liang, Meitian Huang, Song Guo (2018). Profit Maximization of NFV-Enabled Request Admissions in SDNs. In GLOBECOM.

Huawei Huang, Song Guo, Weifa Liang, Kun Wang (2018). Online Green Data Gathering from Geo-Distributed IoT Networks via LEO Satellites. In ICC.

Chenhan Xu, Kun Wang, Guoliang Xu, Peng Li, Song Guo, Jiangtao Luo (2018). Making Big Data Open in Collaborative Edges: {A} Blockchain-Based Framework with Reduced Resource Requirements. In ICC.

Baichuan Liu, Huawei Huang, Song Guo, Wuhui Chen, Zibin Zheng (2018). Joint Computation Offloading and Routing Optimization for UAV-Edge-Cloud Computing Environments. In IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation.

Ting Ye, Zhi-Jie Wang, Zhe Quan, Song Guo, Kenli Li, Keqin Li (2018). ISAECC: An Improved Scheduling Approach for Energy Consumption Constrained Parallel Applications on Heterogeneous Distributed Systems. In ICPADS.

Xiaoxuan Hu, Peng Li, Kun Wang, Yanfei Sun, Deze Zeng, Song Guo (2018). Energy Management of Data Centers Powered by Fuel Cells and Heterogeneous Energy Storage. In ICC.

Letian Kang, Zhi-Jie Wang, Zhe Quan, Weigang Wu, Song Guo, Kenli Li, Keqin Li (2018). An Efficient Method for Optimizing PETSc on the Sunway TaihuLight System. In IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation.

Lei Wang, Chunxiao Jiang, Linling Kuang, Sheng Wu, Song Guo (2017). TDRSS Scheduling Algorithm for Non-uniform Time-Space Distributed Missions. In GLOBECOM.

Chunsheng Zhu, Lei Shu, Victor C. M. Leung, Song Guo, Yan Zhang, Laurence T. Yang (2017). Secure Multimedia Big Data in Trust-Assisted Sensor-Cloud for Smart City. MCOM (JCR-Q1).

Baojun Zhou, Jie Li, Song Guo, Jinsong Wu, Yongqiang Hu, Lihua Zhu (2017). Online Internet Traffic Measurement and Monitoring Using Spark Streaming. In GLOBECOM.

Chi Harold Liu, Jianxin Zhao, Honggang Zhang, Song Guo, Kin K. Leung, Jon Crowcroft (2017). Energy-Efficient Event Detection by Participatory Sensing under Budget Constraints. JSYST (JCR-Q1).

Hongming Zhang, Chunxiao Jiang, Linling Kuang, Yi Qian, Song Guo (2017). Cooperative QoS Beamforming for Multicast Transmission in Terrestrial-Satellite Networks. In GLOBECOM.

Jianping An, Kai Yang, Jinsong Wu, Neng Ye, Song Guo, Zhifang Liao (2017). Achieving Sustainable Ultra-Dense Heterogeneous Networks for 5G. MCOM (JCR-Q1).

Xiulong Liu, Xin Xie, Kun Wang, Heng Qi, Jiannong Cao, Song Guo, Keqiu Li (2017). Pinpointing Anomaly RFID Tags: Situation and Opportunities. MNET (JCR-Q1).

Yuxia Sun, Yunlong Xie, Zhi Qiu, Yuchang Pan, Jian Weng, Song Guo (2017). Detecting Android Malware Based on Extreme Learning Machine. In CyberSciTech.

Jiahui Yu, Kun Wang, Peng Li, Song Guo (2017). Efficient Trustworthiness Management for Malicious User Detection in Big Data Collection. TBD.

Xiulong Liu, Keqiu Li, Song Guo, Alex X. Liu, Peng Li, Kun Wang, Jie Wu (2017). Top-k Queries for Categorized RFID Systems. TNET (CCF-A).

Kun Wang, Li Yuan, Deze Zeng, Song Guo, Yanfei Sun (2017). Strategic Anti-Eavesdropping Game for Physical Layer Security in Wireless Cooperative Networks. TVT (JCR-Q1).

Qimeng Zhang, Song Guo (2017). Online Shuffling with Task Duplication in the Cloud. ZTE Communications.

Huining Li, Kun Wang, Xiulong Liu, Yanfei Sun, Song Guo (2017). MeLoDy: A Selective Privacy Preserving Approach for Multimedia Data. MMUL (JCR-Q1).

Kun Wang, Liqiu Gu, Song Guo, Hongbin Chen, Victor C. M. Leung, Yanfei Sun (2017). Crowdsourcingbased Content-Centric Network: A Social Perspective. MNET (JCR-Q1).

Min Lin, Zhi Lin, Kun Wang, Wei Xu, Song Guo, Ouyang Jian (2017). Robust Secure Beamforming for Cognitive Satellite Terrestrial Networks at Millimeter-Wave Frequency. In VTC.

Song Guo, Deze Zeng, Lin Gu (2017). Green C-RAN: A Joint Approach to the Design and Energy Optimization. In VTC.

Jingyu Zhang, Zhi-Jie Wang, Kun Wang, Song Guo, Bin Wang, Minyi Guo (2017). Improving power efficiency for online video streaming service: A self-adaptive approach. TSC.

Liqiu Gu, Kun Wang, Xiulong Liu, Song Guo, Bo Liu (2017). A reliable task assignment strategy for spatial crowdsourcing in big data environment. In ICC.

Zaiyang Tang, Peng Li, Song Guo, Xiaofei Liao, Hai Jin (2017). Selective Traffic Offloading On the Fly: A Machine Learning Approach. In ICDCS (CCF-B).

Hongwei Wang, Song Guo, Jiannong Cao, Minyi Guo (2017). MELODY: A Long-term Dynamic Qualityaware Incentive Mechanism for Crowdsourcing. In ICDCS (CCF-B).

Zichuan Xu, Weifa Liang, Meitian Huang, Mike Jia, Song Guo, Alex Galis (2017). Approximation and Online Algorithms for NFV-Enabled Multicasting in SDNs. In ICDCS (CCF-B).

Deze Zeng, Lin Gu, Shengli Pan, Jingjing Cai, Song Guo (2017). Resource management at the network edge: A deep reinforcement learning approach. IEEE Network.

Kun Wang, Jiahui Yu, Xiulong Liu, Song Guo (2017). A Pre-Authentication Approach to Proxy Re-encryption in Big Data Context. TBD.

Peng Li, Toshiaki Miyazaki, Song Guo (2017). Traffic-aware Task Placement with Guaranteed Job Completion Time for Geo-distributed Big Data. In ICC.

Huawei Huang, Song Guo (2017). Service Provisioning Update Scheme for Mobile Application Users in a Cloudlet Network. In ICC.

Qinhui Wang, Baoliu Ye, Bin Tang, Tianyin Xu, Song Guo, Sanglu Lu, Weihua Zhuang (2017). Robust Large-Scale Spectrum Auctions against False-Name Bids. TMC (CCF-A).

Boyu Deng, Chunxiao Jiang, Linling Kuang, Song Guo, Ning Ge, Jianhua Lu (2017). Preemptive Dynamic Scheduling Algorithm for Data Relay Satellite Systems. In ICC.

Li Yuan, Kun Wang, Toshiaki Miyazaki, Song Guo, Meng Wu (2017). Optimal Transmission Strategy for Sensors to Defend against Eavesdropping and Jamming Attacks. In ICC.

Toshiaki Miyazaki, Kazuya Anazawa, Yusuke Igarashi, Peng Li, Song Guo (2017). Resilient information management system for disaster situations. In ICOIN.

Peng Li, Toshiaki Miyazaki, Kun Wang, Song Guo, Weihua Zhuang (2017). Vehicle-Assist Resilient Information and Network System for Disaster Management. TETC (JCR-Q1).

Peng Li, Song Guo, Toshiaki Miyazaki, Xiaofei Liao, Hai Jin, Albert Y. Zomaya, Kun Wang (2017). Traffic-Aware Geo-Distributed Big Data Analytics with Predictable Job Completion Time. TVT (JCR-Q1).

Yuben Qu, Chao Dong, Song Guo, Shaojie Tang, Hai Wang, Chang Tian (2017). Spectrum-Aware Network Coded Multicast in Mobile Cognitive Radio Ad Hoc Networks. TVT (JCR-Q1).

Zhou Su, Yilong Hui, Tom H. Luan, Song Guo (2017). Engineering a Game Theoretic Access for Urban Vehicular Networks. TVT (JCR-Q1).

Zhou Su, Qichao Xu, Yilong Hui, Mi Wen, Song Guo (2017). A Game Theoretic Approach to Parked Vehicle Assisted Content Delivery in Vehicular Ad Hoc Networks. TVT (JCR-Q1).

Wang Kun, Gu Liqiu, He Xiaoming, Guo Song, Sun Yanfei, Vinel Alexey, Shen Jian (2017). Distributed energy management for vehicle-to-grid networks. IEEE Network.

Zeqi Zhang, Chunxiao Jiang, Song Guo, Zuyao Ni, Yong Ren (2017). Optimal Satellite Scheduling with Critical Node Analysis. In WCNC.

Peng Li, Toshiaki Miyazaki, Song Guo, Weihua Zhuang (2017). Online Scheduling of Mobile Stations for Disaster Management. In GLOBECOM.

Junbo Wang, Song Guo, Zixue Cheng, Peng Li, Jie Wu (2017). Optimization of Deployable Base Stations With Guaranteed QoE in Disaster Scenarios. TVT (JCR-Q1).

Meitian Huang, Weifa Liang, Zichuan Xu, Song Guo (2017). Efficient Algorithms for Throughput Maximization in Software-Defined Networks With Consolidated Middleboxes. TNSM (JCR-Q1).

Kun Wang, Li Yuan, Toshiaki Miyazaki, Song Guo, Yanfei Sun (2017). Anti-Eavesdropping with Selfish Jamming in Wireless Networks: A Bertrand Game Approach. TVT (JCR-Q1).

Kun Wang, Xiaoxuan Hu, Huining Li, Peng Li, Deze Zeng, Song Guo (2017). A Survey on Energy Internet Communications for Sustainability. TSC.

Wang Kun, Wang Yihui, Zeng Deze, Guo Song (2017). An SDN-Based Architecture for Next-Generation Wireless Networks. IEEE Wireless Communications.

Kun Wang, Chenhan Xu, Song Guo (2017). Big Data Analytics for Price Forecasting in Smart Grids. In GLOBECOM.

Huawei Huang, Peng Li, Song Guo (2017). Traffic scheduling for deep packet inspection in software-defined networks. CCPE.

Jianwei Niu, Shihao Wang, Yiming Su, Song Guo (2017). Temporal Factor-Aware Video Affective Analysis and Recommendation for Cyber-Based Social Media. TETC (JCR-Q1).

Huawei Huang, Song Guo, Peng Li, Toshiaki Miyazaki (2017). Stochastic Analysis on the Deactivation-Controlled Epidemic Routing in DTNs with Multiple Sinks. AHSWN.

Huawei Huang, Song Guo, Jinsong Wu, Jie Li (2017). Service Chaining for Hybrid Network Function. TCC.

Deze Zeng, Jie Zhang, Song Guo, Lin Gu, Kun Wang (2017). Take Renewable Energy into CRAN toward Green Wireless Access Networks. IEEE Network (JCR-Q1).

Huawei Huang, Song Guo (2017). Adaptive Service Provisioning for Mobile Edge Cloud. ZTE Communications.

Meitian Huang, Weifa Liang, Zichuan Xu, Mike Jia, Song Guo (2016). Throughput Maximization in Software-Defined Networks with Consolidated Middleboxes. In LCN.

Wang Kun, Wang Yihui, Sun Yanfei, Guo Song, Wu Jinsong (2016). Green industrial Internet of Things architecture: An energy-efficient perspective. IEEE Communications Magazine.

Huawei Huang, Peng Li, Song Guo (2016). Traffic scheduling for deep packet inspection in software‐defined networks. In TrustCom.

Huang Huawei, Guo Song, Wu Jinsong, Li Jie (2016). Green datapath for TCAM-based software-defined networks. IEEE Communications Magazine.

Li Peng, Guo Song, Miyazaki Toshiaki, Xie Miao, Hu Jiankun, Zhuang Weihua (2016). Privacy-preserving access to big data in the cloud. IEEE Cloud Computing.

Huang Huawei, Guo Song, Liang Weifa, Li Keqiu, Ye Baoliu, Zhuang Weihua (2016). Near-Optimal Routing Protection for In-Band Software-Defined Heterogeneous Networks. JSAC(CCF-A).

Qimeng Zang, Hsiang-Yu Chan, Peng Li, Song Guo (2016). Software-Defined Data Shuffling for Big Data Jobs with Task Duplication. In ICPPW.

Liu Xiulong, Li Keqiu, Liu Alex X, Guo Song, Shahzad Muhammad, Wang Ann L, Wu Jie (2016). Multi-Category RFID Estimation. TON(CCF-A).

Kai Yang, Jinsong Wu, Xiaozheng Gao, Xiangyuan Bu, Song Guo (2016). Energy-Efficient Power Control for Device-to-Device Communications with Max-Min Fairness. In VTC-Fall.

Zhou Fen, Chen Zhenzhong, Guo Song, Li Jie (2016). Maximizing lifetime of data-gathering trees with different aggregation modes in WSNs. IEEE Sensors Journal.

Xiaofei Luo, Huawei Huang, Peng Li, Song Guo (2016). Cost-Efficient Service Provisioning for Mobile Applications in Cloudlet Networks. In FCST.

Xie Miao, Hu Jiankun, Guo Song, Zomaya Albert Y (2016). Distributed segment-based anomaly detection with Kullback--Leibler divergence in wireless sensor networks. TIFS(CCF-A).

Su Zhou, Hui Yilong, Guo Song (2016). D2D-based content delivery with parked vehicles in vehicular social networks. IEEE WIREL COMMUN.

Kazuya Anazawa, Peng Li, Song Guo, Toshiaki Miyazaki (2016). Information Management System Used in Network Isolated Environment. In Tohoku-Section Joint Convention of Institutes of Electrical and Information Engineers.

Meitian Huang, Weifa Liang, Zichuan Xu, Wenzheng Xu, Song Guo, Yinlong Xu (2016). Dynamic routing for network throughput maximization in software-defined networks. In INFOCOM (CCF-A).

Xiao Peng, Li Zhiyang, Guo Song, Qi Heng, Qu Wenyu, Yu Haisheng (2016). AK self-adaptive SDN controller placement for wide area networks. FITEE.

Deze Zeng, Guang Yang, Lin Gu, Song Guo, Hong Yao (2016). Joint optimization on switch activation and flow routing towards energy efficient software defined data center networks. In ICC.

Huawei Huang, Song Guo, Jinsong Wu, Jie Li (2016). Joint middlebox selection and routing for software-defined networking. In ICC.

Gao Guangyu, Liu Chi Harold, Chen Min, Guo Song, Leung Kin K (2016). Cloud-based actor identification with batch-orthogonal local-sensitive hashing and sparse representation. TMM (CCF-B).

Miyazaki Toshiaki, Suematsu Naoki, Baba Daisuke, Li Peng, Guo Song, Kitamichi Junji, Hayashi Takafumi, Tsukahara Tsuneo (2016). Demand-Addressable Sensor Network: Toward Large-Scale Active Information Acquisition. IEEE Sensors Journal.

Wu Jinsong, Guo Song, Li Jie, Zeng Deze (2016). Big data meet green challenges: Greening big data. IEEE SYST J.

Wu Jinsong, Guo Song, Li Jie, Zeng Deze (2016). Big data meet green challenges: Big data toward green applications. IEEE SYST J.

Zeng Deze, Gu Lin, Lian Lu, Guo Song, Yao Hong, Hu Jiankun (2016). On Cost-Efficient Sensor Placement for Contaminant Detection in Water Distribution Systems. IEEE Transactions on Industrial Informatics.

Mehmood Abid, Natgunanathan Iynkaran, Xiang Yong, Hua Guang, Guo Song (2016). Protection of big data privacy. IEEE ACCESS.

Zong Tianrui, Xiang Yong, Guo Song, Rong Yue (2016). Rank-based image watermarking method with high embedding capacity and robustness. IEEE ACCESS.

Wang Junbo, Wu Yilang, Yen Neil, Guo Song, Cheng Zixue (2016). Big data analytics for emergency communication networks: A survey. IEEE COMMUN SURV TUT.

Feilong Tang, Minyi Guo, Song Guo, Cheng-Zhong Xu (2016). Mobility Prediction Based Joint Stable Routing and Channel Assignment for Mobile Ad Hoc Cognitive Networks. TPDS (CCF-A).

Zeng Deze, Gu Lin, Guo Song, Cheng Zixue, Yu Shui (2016). Joint Optimization of Task Scheduling and Image Placement in Fog Computing Supported Software-Defined Embedded System. TC(CCF-A).

Juan Justie Su-Tzu, Chen Yung-Chang, Guo Song (2016). Towards Shift Tolerant Visual Secret Sharing Schemes without Pixel Expansion. In ICCPE.

Justie Su-Tzu Juan, Yung-Chang Chen, Song Guo (2016). Fault-Tolerant Visual Secret Sharing Schemes without Pixel Expansion. Applied Sciences.

Peng Li, Song Guo (2016). A Truthful Double Auction for Device-to-device Communications in Cellular Networks. JSAC.

Lin Gu, Deze Zeng, Song Guo, Yong Xiang, Jiankun Hu (2016). A General Communication Cost Optimization Framework for Big Data Stream Processing in Geo-distributed Data Centers. TC.

Xu Zichuan, Liang Weifa, Xu Wenzheng, Jia Mike, Guo Song (2015). Efficient Algorithms for Capacitated Cloudlet Placements. TPDS(CCF-A).

Gu Lin, Zeng Deze, Guo Song, Barnawi Ahmed, Xiang Yong (2015). Cost efficient resource management in fog computing supported medical cyber-physical system. IEEE Transactions on Emerging Topics in Computing.

Kazuya Anazawa, Peng Li, Toshiaki Miyazaki, Song Guo (2015). Trajectory and Data Planning for Mobile Relay to Enable Efficient Internet Access after Disasters. In Globecom.

Fen Zhou, Zhenzhong Chen, Song Guo, Jie Li (2015). Maximizing Lifetime of Data-Gathering Trees With Different Aggregation Modes in WSNs. In GLOBECOM.

Yong Xiang, Iynkaran Natgunanathan, Yue Rong, Song Guo (2015). Spread Spectrum Based High Embedding Capacity Watermarking Method for Audio Signals. IEEE/ACM Transactions on Audio, Speech and Language Processing.

Hong Yao, Deze Zeng, Huawei Huang, Song Guo, Ahmed Barnawi, Ivan Stojmenovic (2015). Opportunistic Offloading of Deadline-Constrained Bulk Cellular Traffic in Vehicular DTNs. TC.

Huawei Huang, Song Guo, Peng Li, Baoliu Ye, Ivan Stojmenovic (2015). Joint Optimization of Rule Placement and Traffic Engineering for QoS Provisioning in Software Defined Network. TC.

Chengyu Hu, Jing Zhao, Xuesong Yan, Deze Zeng, Song Guo (2015). A MapReduce based Parallel Niche Genetic Algorithm for Contaminant Source Identification in Water Distribution Network. Ad Hoc Networks.

Deze Zeng, Peng Li, Song Guo, Toshiaki Miyazaki, Jiankun Hu, Yong Xiang (2015). Energy Minimization in Multi-Task Software-Defined Sensor Networks. TC.

Kaimin Wei, Song Guo, Deze Zeng, Ke Xu, Keqiu Li (2015). Exploiting Small World Properties for Message Forwarding in Delay Tolerant Networks. TC.

Huan Ke, Peng Li, Song Guo, Ivan Stojmenovic (2015). Aggregation on the Fly: Reducing Traffic for Big Data in Cloud. IEEE Network Magazine.

Xu Qichao, Su Zhou, Guo Song (2015). A game theoretical incentive scheme for relay selection services in mobile social networks. IEEE T VEH TECHNOL.

Huawei Huang, Peng Li, Song Guo, Weihua Zhuang (2015). Software-Defined Wireless Mesh Networks: Architecture and Traffic Orchestration. IEEE Network Magazine.

Deze Zeng, Song Guo, Ahmed Barnawi, Shui Yu, Ivan Stojmenovic (2015). An Improved Stochastic Modeling of Opportunistic Routing in Vehicular CPS. TC.

Wei-Lun Chang, Deze Zeng, Rung-Ching Chen, Song Guo (2015). An artificial bee colony algorithm for data collection path planning in sparse wireless sensor networks. International Journal of Machine Learning and Cybernetics.

Yu Shui, Zhou Wanlei, Guo Song, Guo Minyi (2015). A feasible IP traceback framework through dynamic deterministic packet marking. IEEE TC(CCF-A).

Tang Bin, Yang Shenghao, Ye Baoliu, Guo Song, Lu Sanglu (2015). Near-optimal one-sided scheduling for coded segmented network coding. IEEE TC(CCF-A).

Huang Huawei, Guo Song, Li Peng, Liang Weifa, Zomaya Albert Y (2015). Cost minimization for rule caching in software defined networking. IEEE TPDS(CCF-A).

Su-Tzu Juan, Lu-Chung Chen, Song Guo (2015). A New Visual Multi-Secrets Sharing Scheme by Adding Fragments. In ICEAI.

Chen Chi, Zhu Xiaojie, Shen Peisong, Hu Jiankun, Guo Song, Tari Zahir, Zomaya Albert Y (2015). An efficient privacy-preserving ranked keyword search method. IEEE TPDS(CCF-A).

Wei Kaimin, Guo Song, Li Xiangli, Zeng Deze, Xu Ke (2015). Congestion control in social-based sensor networks: A social network perspective. PEER PEER NETW APPL.

Ke Huan, Li Peng, Guo Song, Guo Minyi (2015). On traffic-aware partition and aggregation in MapReduce for big data applications. IEEE TPDS(CCF-A).

Zixue Cheng, Peng Li, Junbo Wang, Song Guo (2015). Just-in-Time Code Offloading for Wearable Computing. TETC (JCR-Q1).

Huang Jun, Li Xiang, Xing Cong-Cong, Wang Wei, Hua Kun, Guo Song (2015). DTD: A novel double-track approach to clone detection for RFID-enabled supply chains. IEEE Transactions on Emerging Topics in Computing.

Peng Li, Toshiaki Miyazaki, Song Guo (2015). Relay Placement for Latency Minimization in Delay Tolerant Networks. In ICC.

Toshiaki Miyazaki, Peng Li, Song Guo, Junji Kitamichi, Takafumi Hayashi, Tsuneo Tsukahara (2015). On-Demand Customizable Wireless Sensor Network. In ANT.

Huawei Huang, Song Guo (2015). Multi-Flow Oriented Packets Scheduling in OpenFlow Enabled Networks. In ICC.

Deze Zeng, Song Guo, Huawei Huang, Shui Yu, Victor C.M. Leung (2015). Minimizing Inter-VM Communication Cost in Data Centers with VM Placement. International Journal of Autonomous and Adaptive Communications Systems.

Lin Gu, Deze Zeng, Song Guo, Baoliu Ye (2015). Joint Optimization of VM Placement and Request Distribution for Electricity Cost Cut in Geo-distributed Data Center. In ICNC.

Toshiaki Miyazaki, Peng Li, Song Guo, Takafumi Hayashi, Junji Kitamichi, Tsuneo Tsukahara (2015). Implementation of Demand-Addressable Sensor Network Realizing Demand-Driven Wide-Area Sensing. In IEICE.

He Li, Song Guo, Chentao Wu, Jie Li (2015). FDRC: Flow-Driven Rule Caching Optimization in Software Defined Networking. In ICC.

Zhihao Qu, Baoliu Ye, Bin Tang, Sanglu Lu, Song Guo (2015). Energy-aware Cost-effective Cooperative Mobile Streaming on Smartphones over Hybrid Wireless Networks. In ICPP(CCF-B).

Xiao Lei, Zaiyang Tang, Peng Li, Hai Jin, Song Guo, Xiaofei Liao, Feng Lu (2015). Energy Minimization for Cellular Network Interfaces with Dynamic Link Quality. In ICCCN.

Qinhui Wang, Baoliu Ye, Bin Tang, Song Guo, Sanglu Lu (2015). eBay in the Clouds: False-name-proof Auctions for Cloud Resource Allocation. In ICDCS(CCF-B).

Zichuan Xu, Weifa Liang, Wenzheng Xu, Mike Jia, Song Guo (2015). Capacitated Cloudlet Placements in Wireless Metropolitan Area Networks. In LCN.

Qinhui Wang, Baoliu Ye, Bin Tang, Tianyin Xu, Song Guo, Sanglu Lu, Weihua Zhuang (2015). ALETHEIA: Robust Large-Scale Spectrum Auctions against False-name Bids. In MobiHoc(CCF-B).