2026
▷ 云网融合
合作研究：
[1]Huifeng Xing, Hao Wang, Yinfan Hu, Xin Ai, Zixuan Chen, Yang Chen, Wanxin Shi, Sen Liu, Yang Xu, “3D-INA: An Exploration of Integrating In-Network Aggregation into 3D Parallelism for LLM Training,” IEEE International Conference on Computer Communications (INFOCOM), 2026.
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[2]Zhiyu Zhang, Minkun Xue, Kan Yu, Ruyi Yao, Shili Chen, Hao Mei, Zixuan Chen, Weiyi Chen, Yibo Fan, Yang Xu, “Themis: Scheduling-Aware Buffer Management for HBM-Based Hybrid Buffers,” USENIX Symposium on Networked Systems Design and Implementation (NSDI), 2026.
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[3]Yushi Liu, Yikang Ruan, Letian Ruan, Zijun Li, Shen Gao, Weihao Cui, Shixuan Sun, Quan Chen, Shuo Quan, Jie Wu, Bingsheng He, Minyi Guo. “FaaSBoard: Efficient Graph Processing with a Disaggregated Architecture on Serverless Services,” ACM SIGMOD Conference (SIGMOD), 2026.
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[4]Huifeng Xing, Hao Wang, Yang Chen, Yinfan Hu, Zixuan Chen, Xuandong Liu, Zijian Li, Wanxin Shi, Sen Liu, Yang Xu, “AIRP: Accelerating Multi-tenant Distributed Learning with In-network Resource Pooling,” IEEE Transactions on Networking (ToN), 2026.
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▷ 下一代云
自主研究：
[1]Yanan Yang, Wenda Tang, Laiping Zhao, Keqiu Li, Jie Wu. “Improving the Serverless Function Cache Efficiency with Flame,” Journal of IEEE Transactions on Computers (TC). 2026.
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[2]Yanan Yang, Zhengxiong Jiang, Meiqi Zhu, Hongqiang Xu, Yujun Wang, Liang Li, Jiansong Zhang, Jie Wu. gShare: Efficient GPU Sharing with Aggressive Scheduling in Multi-tenant FaaS platform. ASPLOS 2026.
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[3]Wenda Tang, Yanwen Wang, Yiduo Wang, Jie Wu, “Cache Where It Counts: Towards Workload-Aware I/O Coordination for NUMA Storage Systems,” Design Automation Conference (DAC), 2026.
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[4]Liang Li, Shufeng Gong, Yanan Yang, Yiduo Wang, Jie Wu. “I/O Optimizations for Graph-Based Disk-Resident Approximate Nearest Neighbor Search: A Design Space Exploration,” Very Large Data Bases (VLDB), 2026.
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[5]Yiduo Wang, Linghang Meng, Liang Li, Jie Wu. “Accelerating Metadata Management of DFS via Speculative Permission Checking,” International Conference on Data Engineering (ICDE), 2026.
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▷智能算法
自主研究：
[1]Linghang Meng, Jie Wu, “Tight Regret Bounds for Mean-Reverting Linear Bandits via Recursive State Estimation,” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2026.
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[2]Linghang Meng, Jie Wu, “Change Detection Methods for Non-stationary Stochastic Linear Bandits,” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2026.
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合作研究：
[1]En Wang, Jiajian Lv, Di Liang, Zidie Zhou, Wenbin Liu, Mijia Zhang, Ruijia Wang, “CSTDFormer: Empowering Transformers to Learn Spatio-Temporal Delays via Contrastive Learning,” IEEE International Conference on Computer Communications (INFOCOM), 2026.
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▷ 新兴技术
自主研究：
[1]Yumeng Liang, Jianhui Chang, Sijia Li, Mingyuan Zang, Jie Wu, “Mercury: Towards Optimal Accuracy-Latency Trade-off for Collaborative Transformer Inference,” IEEE International Conference on Computer Communications (INFOCOM), 2026.
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[2]Fu Yu, Cunchen Hu, Yiduo Wang, Xiaolong Zheng, Jie Wu, “Enabling Reliable and Real-time Packet Reception in User-defined Overlapping LoRa Channels,” International Conference on Sensing, Communication, and Networking (SECON), 2026.
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[3]Yang Wu, Ruijia Wang, Mingyuan Zang, Jie Wu, “Directional Flow Graph Framework for Detecting Known and Unknown Malicious Traffic,” International Conference on Database Systems for Advanced Applications (DASFAA), 2026.
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合作研究：
[1]Hao Du, Wenbin Liu, En Wang, Yumeng Liang, Bo Yang, Yongjian Yang, “SH-Imputer: Spatiotemporal Data Imputation under Sparse Historical Data for Sparse Sensing,” IEEE International Conference on Computer Communications (INFOCOM), 2026.
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[2]Hongyi Wang, Jiaxing Qiu, Zhenhua Li, Liangyi Gong, Feng Qian, Yang Li, Jiakun Du, Zichen Zhang, Jiawei Zhen, Yunhao Liu, Daliang Sun, Xiang Li, Yumeng Liang, Jie Wu, “Cellulars Go Underground: Practical Obstacles and Effective Mitigation,” ACM International Conference on Mobile Computing and Networking (MobiCom), 2026.
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▷ 院长办公室
合作研究：
[1]Jinrui Zhou, Yin Xu, Haotian Xu, Mingjun Xiao, Jie Wu, “Age-of-Information-Aware Mobile Crowdsensing for Uncertain Event Capture,” IEEE International Conference on Computer Communications (INFOCOM), 2026.
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[2]Yimeng Xu, Minyuan Zhou, Congying Wang, Jiaqi Zheng, Shuai Hao, Guihai Chen, Jie Wu, “ReOpt: Near-Optimal Region Division for Low-Latency Regional Anycast,” IEEE International Conference on Computer Communications (INFOCOM), 2026.
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[3]Zichen Wang, Hongliang Li, Jie Wu, Hairui Zhao, Qi Tian, Haixiao Xu, “Rehabilitating over Recomputing: A Novel Failure Recovery Method for Large Model Training,” IEEE International Conference on Computer Communications (INFOCOM), 2026.
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[4]En Wang, Baoju Li, Wenbin Liu, Zengyi Han, Cong Wang, Ximing Li, Jie Wu, “Federated Learning-based Distributed Data Completion in Sparse Mobile CrowdSensing,” IEEE Transactions on Mobile Computing (TMC), 2026, Early Access.
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[5]Wenbin Liu, Hao Du, En Wang, Jiajian Lv, Weiting Liu, Bo Yang, Jie Wu, “Spatio-Temporal Pyramid-Based Multi-Scale Data Completion in Sparse Crowdsensing,” IEEE Transactions on Mobile Computing (TMC), (Volume: 25, Issue: 1, January 2026) pp.1270–1286.
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[6]Shuaibing Lu, Ran Yan, Jie Wu, Zhi Cai, Jackson Yang, Shuyang Zhou, Haiming Liu, Juan Fang, “Practical Efficient Deployment and Updating for Microservice with Dependencies in Multi-Access Edge Computing,” IEEE Transactions on Services Computing (TSC), 2026.
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[7]Yipeng Zou, Qin Liu, Jie Wu, Yu Peng, Guo Chen, Hui Zhou, Guanghui Ye，“Boosting Adversarial Transferability via Ensemble Non-Attention，”Association for the Advancement of Artificial Intelligence (AAAI), 2026.
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[8]Hang Li, Shuai Tong, Jiarui Zhang, Shen Gao, Jiliang Wang, Jie Wu, “UniChirp: Unwrapping In-Chirp Phase Misalignment for Weak LoRa Signal Demodulation,” International Conference on Sensing, Communication, and Networking (SECON), 2026.
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[9]Peng Deng, Yanze Huang, Limei Lin, Sun-Yuan Hsieh, Jie Wu, “Cyclic Fault Diagnosability and Diagnosis Algorithms of BC Networks,” IEEE Transactions on Networking (TON), 34: 2544-2557, 2026.
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[10]Huimei Guo, Shuo Quan, Rong-Xia Hao, Jie Wu, “Redundant Hierarchical Ring All-Reduce in Hypercubes,” IEEE Transactions on Reliability, PP(99):1-15, 2026.
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2025
▷ 云网融合
自主研究：
[1]Xiaoyao Huang, “Latency-Aware Transformer Partitioning for Heterogeneous Edge Inference,” IEEE International Conference on Network Protocols (ICNP), Cloud-Network Convergence Workshop, 2025.
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[2]Xiaoyao Huang, Remington R. Liu, Jie Wu, “STPer: Task Scheduling and Traffic Routing with Spatiotemporal Dynamic Perception in Green Computing Power Networks”, IEEE Global Communications Conference (GLOBECOM), 2025.
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[3]Xiaoyao Huang, Shuo Quan, Jie Wu, "A Recursive Solution to the Global Maximum Minimum Cut Problem with a Fixed Sink," Algorithms 2025, 18, no. 10: 665.
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[4]Mingyuan Zang, Eder Ollora Zaballa, Lars Dittmann, Jie Wu. "Dynamic Adaptation of In-Band Network Monitoring via Meta Learning," In 2025 IEEE 50th Conference on Local Computer Networks (LCN), pp. 1-8. IEEE, 2025.
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[5]Mingyuan Zang, Federico De Iaco, Jie Wu, Marco Savi. "In-Kernel Traffic Sketching for Volumetric DDoS Detection," In ICC 2025 - IEEE International Conference on Communications, pp. 2180-2185, 2025.
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[6]Shuo Quan, Shen Gao, Jiansong Zhang, and Jie Wu, "Virtualization,Cloudification,and Service Orientation of Network:A Systematic Review," Journal of Computer Science and Technology(JCST), 2025.
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合作研究：
[1]Shangyu Liu, Zhenzhe Zheng, Xiaoyao Huang, Fan Wu, Guihai Chen, Jie Wu, “DRAGON:Enhancing On-Device Model Performance with Distributed Retrieval-Augmented Generation,” International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing (MobiHoc), 2025.
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[2]Manaf Bin-Yahya, Amir Shani, Hossein Shafieirad, Seyed Hossein Mortazavi, Chen Ying, Aaron Wang, Geng Li, Majid Ghaderi, “Symphony: Collective Coordination in Multi-Tenant GPU Clusters,” IEEE International Conference on Network Protocols (ICNP 2025).
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[3]Hossein Shafieirad, Amir Shani, Manaf Bin-Yahya, Seyed Hossein Mortazavi, Geng Li, Xinle Du, Su Tao, Wei Wang, Jingbin Zhou, Majid Ghaderi, Harmonics: Scalable Collective Scheduling in Multi-Tenant GPU Clusters, The International Conference on emerging Networking EXperiments and Technologies (CoNEXT), 2025.
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[4]D Huo, Z Zheng, X Huang, H Chen, J Hu, Z Yan, F Wu, J Wu, “Joint Prediction and Matching for Computing Resource Exchange Platforms,” International Conference on Parallel Processing (ICPP), 2025.
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[5]Zijun Li, Chenyang Wu, Chuhao Xu, Quan Chen, Shuo Quan, Bin Zha, Qiang Wang, Weidong Han, Jie Wu, Minyi Guo, "Lightweight and Holistic-scalable Serverless Secure container Runtime for High-density Deployment and High-concurrency Startup," IEEE Transactions on Computers (TC), 2025.
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[6]Peihao Huang, Guo Chen, Xin Zhang, Can Liu, Hongyu Wang, Huijun Shen, Ying Bian, Yuanwei Lu, Zhenyuan Ruan, Bojie Li, Jiansong Zhang, Yongfeng Liu, Zhigang Chen, “Fast and Scalable Selective Retransmission for RDMA”, IEEE International Conference on Computer Communications(INFOCOM)，2025.
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[7]Yuzhuo Yang, Kaihua Fu, Quan Chen, Deze Zeng, Shuo Quan, Jie Wu, Minyi Guo, "FaaSGNN: Enabling Memory Efficient and Low Latency GNN Inference Services with Serverless Computing", Symposium on Cloud Computing (SoCC), 2025.
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▷ 下一代云
自主研究：
[1]Wenda Tang, Yanan Yang, Jie Wu, “Metis: A Non-Clairvoyant, Workflow-Aware OS Scheduler for Serverless Applications,” ACM Symposium on Cloud Computing (SoCC), 2025.
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[2]杨亚南，张健松，吴杰.泛在云场景下Serverless计算的机遇与挑战[J].计算，2025，1(4):1-11.
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[3]Yiduo Wang, Wenda Tang, Linghang Meng, Liang Li, Jie Wu, “Origami: Efficient ML-Driven Metadata Load Balancing for Distributed File Systems,” International Conference on Parallel Processing (ICPP), 2025.
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[4]Wenda Tang, Yiduo Wang, Yanwen Wang, Jie Wu, “Leave No One Behind: Fair and Efficient Tiered Memory Management for Multi-Applications,” International Conference on Parallel Processing (ICPP), 2025.
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合作研究：
[1]吴雨飞，李诚，李嘉豪，王一多, 《分布式文件系统元数据缓存一致性的轻量级维护机制》， 计算机系统应用.
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▷ 智能算法
自主研究：
[1]Wenxuan Wang, Jie Wu, “Survey on Hypergraph Algorithms: Foundations, Advances, and Applications in Cloud Computing,” Journal of Computer Science and Technology (JCST), 2025.
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[2]Junwei Zhao, Qianchun Luo, Shiliang Zhang, Shen Gao, Jie Wu, “HDCFN: Haze Distribution-aware Cross-modal Fusion Network for Infrared-guided Dense Haze Removal in UAVs,” ACM International Conference on Multimedia (ACM MM), 2025.
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[3]Junwei Zhao, “Learning Robust Representation from Imbalanced Event Streams with Adaptive STDP,” European Conference on Artificial Intelligence (ECAI), 2025.
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[4]Jianhui Chang, “Generative Image Coding with Diffusion Prior,” IEEE International Conference on Multimedia and Expo (ICME), 2025. Best paper award.
Publisher Download
▷ 新兴技术
自主研究：
[1]Yuxin Qi, Jun Wu, Xi Lin, Jianhua Li, Mohsen Guizani, "Differentially Private Graph Neural Network With Importance-Grained Noise Adaption", IEEE Transactions on Dependable and Secure Computing (IEEE TDSC), 2025.
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[2]Yang Wu, Ruijia Wang, Jie Wu, “Non-Existent Relationship: Fact-Aware Multi-Level Machine-Generated Text Detection,” Conference on Empirical Methods in Natural Language Processing (EMNLP), 2025.
Publisher Download
[3]Yanwen Wang, Wenda Tang, Jie W, “Nip it in the Bud: Unsupervised KPI Incipient Fault Detection via Dynamic Latent Feature Ensembling,” IEEE International Symposium on Reliable Distributed Systems (SRDS), 2025.
Publisher Download
[4]Yumeng Liang, Jianhui Chang, Mingyuan Zang, Jie Wu, "RCNet: Resilient Collaborative DNN Inference for Wireless Networks With High Packet Loss", IEEE Transactions on Network Science and Engineering ( Early Access ), 24 April 2025.
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合作研究：
[1]Sijia Li, Yumeng Liang, Jianjiang Li, “Robust Mobile-Cloud Collaborative CNN Inference under Unreliable Wireless Networks,” IEEE International Conference on Network Protocols (ICNP), Cloud-Network Convergence Workshop, 2025.
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▷ 院长办公室
自主研究：
[1]Jie Wu, “Uncovering Several Useful Structures of Complex Networks in Computer Science Applications,” Journal of Computer Science and Technology (JCST), 2025.
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[2]Shen Gao, “Cloud Network Convergence Disaster Recovery Approach for Reliable Virtual Network Function,” IEEE International Conference on Network Protocols (ICNP), Cloud-Network Convergence Workshop, 2025.
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合作研究：
[1]Xingkai Wang, Fudi Wu, Xingwang Huang, Qiefu Wuri, Dujuan Gu, Runzi Zhang, Shen Gao, “Enterprise Threat Detection with Explainable AI for Cloud-Network Convergence,” IEEE International Conference on Network Protocols (ICNP), Cloud-Network Convergence Workshop, 2025.
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[2]Jiangang Shen, Hongzi Zhu, Liang Zhang, Yunzhe Li, Shan Chang, Jie Wu, Minyi Guo, “DiVE: Differential Video Encoding for Online Edge-assisted Video Analytics on Mobile Agents,” IEEE International Conference on Distributed Computing Systems (ICDCS), 2025.
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[3]Xinyi Liu, Shuai Tong, Hang Li, Jiliang Wang, Shen Gao, Jie Wu, "Wireless Channels as Fingerprints: Towards Collision-Free LoRa Networks," IEEE International Conference on Network Protocols (ICNP), 2025.
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[4]Kaili Jin, Li Xu, Xiaoding Wang, Sun-Yuan Hsieh, Jie Wu, Limei Lin, “FedCPD:Personalized Federated Learning with Prototype-Enhanced Representation and Memory Distillation, ” to appear in Proceedings of the 34th International Joint Conference on Artificial Intelligence (IJCAI), 2025.
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[5]Xiaoding Wang, Bin Ye, Li Xu, Lizhao Wu, Sun-Yuan Hsieh, Jie Wu, Limei Lin, “FedHAN: A Cache-Based Semi-Asynchronous Federated Learning Framework Defending Against Poisoning Attacks in Heterogeneous Clients,” to appear in Proceedings of the 34th International Joint Conference on Artificial Intelligence (IJCAI), 2025.
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[6]Limei Lin, Jinpeng Xu, Xiaoding Wang, Liang Chen, Sun-Yuan Hsieh, Jie Wu, “RepObE: Representation Learning-Enhanced Obfuscation Encryption Modular Semantic Task Framework,” to appear in Proceedings of the 34th International Joint Conference on Artificial Intelligence (IJCAI), 2025.
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[7]Shuaibing Lu, Bojin Xiang, Jie Wu, Ziyu You, Wentong Cai, “SoCL: Scalable and Latency-Optimized Microservices in Serverless Edge Computing,” IEEE International Conference on Cluster Computing (IEEE CLUSTER), 2025.
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[8]Wenbin Liu, Hao Du, En Wang, Dongming Luan, Bo Yang, Yongjian Yang, Jie Wu, “Non-Aligned Multi-Scale Data Completion for Sparse Mobile CrowdSensin,” IEEE/ACM International Symposium on Quality of Service (IEEE/ACM IWQoS), 2025.
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[9]Huimei Guo, Rong-Xia Hao, Jie Wu, “2-edge-Hamilton-connected dragonfly network, Journal of parallel and distributed computing,” 202 (2025) 105095.
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▷ 下一代云
自主研究：
[1]Yanan Yang, Wenda Tang, Laiping Zhao, Keqiu Li, Jie Wu. “Improving the Serverless Function Cache Efficiency with Flame,” Journal of IEEE Transactions on Computers (TC). 2026.
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[2]Yanan Yang, Zhengxiong Jiang, Meiqi Zhu, Hongqiang Xu, Yujun Wang, Liang Li, Jiansong Zhang, Jie Wu. gShare: Efficient GPU Sharing with Aggressive Scheduling in Multi-tenant FaaS platform. ASPLOS 2026.
Publisher Download
▷智能算法
合作研究：
[1]En Wang, Jiajian Lv, Di Liang, Zidie Zhou, Wenbin Liu, Mijia Zhang, Ruijia Wang, “CSTDFormer: Empowering Transformers to Learn Spatio-Temporal Delays via Contrastive Learning,” IEEE International Conference on Computer Communications (INFOCOM), 2026.
Publisher Download
▷ 新兴技术
自主研究：
[1]Yumeng Liang, Jianhui Chang, Sijia Li, Mingyuan Zang, Jie Wu, “Mercury: Towards Optimal Accuracy-Latency Trade-off for Collaborative Transformer Inference,” IEEE International Conference on Computer Communications (INFOCOM), 2026.
Publisher Download
合作研究：
[1]Hao Du, Wenbin Liu, En Wang, Yumeng Liang, Bo Yang, Yongjian Yang, “SH-Imputer: Spatiotemporal Data Imputation under Sparse Historical Data for Sparse Sensing,” IEEE International Conference on Computer Communications (INFOCOM), 2026.
Publisher Download
▷ 院长办公室
合作研究：
[1]Jinrui Zhou, Yin Xu, Haotian Xu, Mingjun Xiao, Jie Wu, “Age-of-Information-Aware Mobile Crowdsensing for Uncertain Event Capture,” IEEE International Conference on Computer Communications (INFOCOM), 2026.
Publisher Download
[2]Yimeng Xu, Minyuan Zhou, Congying Wang, Jiaqi Zheng, Shuai Hao, Guihai Chen, Jie Wu, “ReOpt: Near-Optimal Region Division for Low-Latency Regional Anycast,” IEEE International Conference on Computer Communications (INFOCOM), 2026.
Publisher Download
[3]Zichen Wang, Hongliang Li, Jie Wu, Hairui Zhao, Qi Tian, Haixiao Xu, “Rehabilitating over Recomputing: A Novel Failure Recovery Method for Large Model Training,” IEEE International Conference on Computer Communications (INFOCOM), 2026.
Publisher Download
[4]En Wang, Baoju Li, Wenbin Liu, Zengyi Han, Cong Wang, Ximing Li, Jie Wu, “Federated Learning-based Distributed Data Completion in Sparse Mobile CrowdSensing,” IEEE Transactions on Mobile Computing (TMC), 2026, Early Access.
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[5]Wenbin Liu, Hao Du, En Wang, Jiajian Lv, Weiting Liu, Bo Yang, Jie Wu, “Spatio-Temporal Pyramid-Based Multi-Scale Data Completion in Sparse Crowdsensing,” IEEE Transactions on Mobile Computing (TMC), (Volume: 25, Issue: 1, January 2026) pp.1270–1286.
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[6]Shuaibing Lu, Ran Yan, Jie Wu, Zhi Cai, Jackson Yang, Shuyang Zhou, Haiming Liu, Juan Fang, “Practical Efficient Deployment and Updating for Microservice with Dependencies in Multi-Access Edge Computing,” IEEE Transactions on Services Computing (TSC), 2026.
Publisher Download
[7]Yipeng Zou, Qin Liu, Jie Wu, Yu Peng, Guo Chen, Hui Zhou, Guanghui Ye，“Boosting Adversarial Transferability via Ensemble Non-Attention，”Association for the Advancement of Artificial Intelligence (AAAI), 2026.
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2025
▷ 云网融合
自主研究：
[1]Xiaoyao Huang, “Latency-Aware Transformer Partitioning for Heterogeneous Edge Inference,” IEEE International Conference on Network Protocols (ICNP), Cloud-Network Convergence Workshop, 2025.
Publisher Download
[2]Xiaoyao Huang, Remington R. Liu, Jie Wu, “STPer: Task Scheduling and Traffic Routing with Spatiotemporal Dynamic Perception in Green Computing Power Networks”, IEEE Global Communications Conference (GLOBECOM), 2025.
Publisher Download
[3]Xiaoyao Huang, Shuo Quan, Jie Wu, "A Recursive Solution to the Global Maximum Minimum Cut Problem with a Fixed Sink," Algorithms 2025, 18, no. 10: 665.
Publisher 
Download
[4]Mingyuan Zang, Eder Ollora Zaballa, Lars Dittmann, Jie Wu. "Dynamic Adaptation of In-Band Network Monitoring via Meta Learning," In 2025 IEEE 50th Conference on Local Computer Networks (LCN), pp. 1-8. IEEE, 2025.
Publisher Download
[5]Mingyuan Zang, Federico De Iaco, Jie Wu, Marco Savi. "In-Kernel Traffic Sketching for Volumetric DDoS Detection," In ICC 2025 - IEEE International Conference on Communications, pp. 2180-2185, 2025.
Publisher Download
[6]Shuo Quan, Shen Gao, Jiansong Zhang, and Jie Wu, "Virtualization,Cloudification,and Service Orientation of Network:A Systematic Review," Journal of Computer Science and Technology(JCST), 2025.
Publisher Download
合作研究：
[1]Shangyu Liu, Zhenzhe Zheng, Xiaoyao Huang, Fan Wu, Guihai Chen, Jie Wu, “DRAGON:Enhancing On-Device Model Performance with Distributed Retrieval-Augmented Generation,” International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing (MobiHoc), 2025.
Publisher Download
[2]Manaf Bin-Yahya, Amir Shani, Hossein Shafieirad, Seyed Hossein Mortazavi, Chen Ying, Aaron Wang, Geng Li, Majid Ghaderi, “Symphony: Collective Coordination in Multi-Tenant GPU Clusters,” IEEE International Conference on Network Protocols (ICNP 2025).
Publisher Download
[3]Hossein Shafieirad, Amir Shani, Manaf Bin-Yahya, Seyed Hossein Mortazavi, Geng Li, Xinle Du, Su Tao, Wei Wang, Jingbin Zhou, Majid Ghaderi, Harmonics: Scalable Collective Scheduling in Multi-Tenant GPU Clusters, The International Conference on emerging Networking EXperiments and Technologies (CoNEXT), 2025.
Publisher Download
[4]D Huo, Z Zheng, X Huang, H Chen, J Hu, Z Yan, F Wu, J Wu, “Joint Prediction and Matching for Computing Resource Exchange Platforms,” International Conference on Parallel Processing (ICPP), 2025.
Publisher Download
[5]Zijun Li, Chenyang Wu, Chuhao Xu, Quan Chen, Shuo Quan, Bin Zha, Qiang Wang, Weidong Han, Jie Wu, Minyi Guo, "Lightweight and Holistic-scalable Serverless Secure container Runtime for High-density Deployment and High-concurrency Startup," IEEE Transactions on Computers (TC), 2025.
Publisher Download
[6]Peihao Huang, Guo Chen, Xin Zhang, Can Liu, Hongyu Wang, Huijun Shen, Ying Bian, Yuanwei Lu, Zhenyuan Ruan, Bojie Li, Jiansong Zhang, Yongfeng Liu, Zhigang Chen, “Fast and Scalable Selective Retransmission for RDMA”, IEEE International Conference on Computer Communications(INFOCOM)，2025.
Publisher Download
[7]Yuzhuo Yang, Kaihua Fu, Quan Chen, Deze Zeng, Shuo Quan, Jie Wu, Minyi Guo, "FaaSGNN: Enabling Memory Efficient and Low Latency GNN Inference Services with Serverless Computing", Symposium on Cloud Computing (SoCC), 2025.
Publisher Download
▷ 下一代云
自主研究：
[1]Wenda Tang, Yanan Yang, Jie Wu, “Metis: A Non-Clairvoyant, Workflow-Aware OS Scheduler for Serverless Applications,” ACM Symposium on Cloud Computing (SoCC), 2025.
Publisher Download
[2]杨亚南，张健松，吴杰.泛在云场景下Serverless计算的机遇与挑战[J].计算，2025，1(4):1-11.
Publisher Download
[3]Yiduo Wang, Wenda Tang, Linghang Meng, Liang Li, Jie Wu, “Origami: Efficient ML-Driven Metadata Load Balancing for Distributed File Systems,” International Conference on Parallel Processing (ICPP), 2025.
Publisher Download
[4]Wenda Tang, Yiduo Wang, Yanwen Wang, Jie Wu, “Leave No One Behind: Fair and Efficient Tiered Memory Management for Multi-Applications,” International Conference on Parallel Processing (ICPP), 2025.
Publisher Download
合作研究：
[1]吴雨飞，李诚，李嘉豪，王一多, 《分布式文件系统元数据缓存一致性的轻量级维护机制》， 计算机系统应用.
Publisher Download
▷ 智能算法
自主研究：
[1]Wenxuan Wang, Jie Wu, “Survey on Hypergraph Algorithms: Foundations, Advances, and Applications in Cloud Computing,” Journal of Computer Science and Technology (JCST), 2025.
Publisher Download
[2]Junwei Zhao, Qianchun Luo, Shiliang Zhang, Shen Gao, Jie Wu, “HDCFN: Haze Distribution-aware Cross-modal Fusion Network for Infrared-guided Dense Haze Removal in UAVs,” ACM International Conference on Multimedia (ACM MM), 2025.
Publisher Download
[3]Junwei Zhao, “Learning Robust Representation from Imbalanced Event Streams with Adaptive STDP,” European Conference on Artificial Intelligence (ECAI), 2025.
Publisher Download
[4]Jianhui Chang, “Generative Image Coding with Diffusion Prior,” IEEE International Conference on Multimedia and Expo (ICME), 2025. Best paper award.
Publisher Download
▷ 新兴技术
自主研究：
[1]Yuxin Qi, Jun Wu, Xi Lin, Jianhua Li, Mohsen Guizani, "Differentially Private Graph Neural Network With Importance-Grained Noise Adaption", IEEE Transactions on Dependable and Secure Computing (IEEE TDSC), 2025.
Publisher Download
[2]Yang Wu, Ruijia Wang, Jie Wu, “Non-Existent Relationship: Fact-Aware Multi-Level Machine-Generated Text Detection,” Conference on Empirical Methods in Natural Language Processing (EMNLP), 2025.
Publisher Download
[3]Yanwen Wang, Wenda Tang, Jie W, “Nip it in the Bud: Unsupervised KPI Incipient Fault Detection via Dynamic Latent Feature Ensembling,” IEEE International Symposium on Reliable Distributed Systems (SRDS), 2025.
Publisher Download
[4]Yumeng Liang, Jianhui Chang, Mingyuan Zang, Jie Wu, "RCNet: Resilient Collaborative DNN Inference for Wireless Networks With High Packet Loss", IEEE Transactions on Network Science and Engineering ( Early Access ), 24 April 2025.
Publisher Download
合作研究：
[1]Sijia Li, Yumeng Liang, Jianjiang Li, “Robust Mobile-Cloud Collaborative CNN Inference under Unreliable Wireless Networks,” IEEE International Conference on Network Protocols (ICNP), Cloud-Network Convergence Workshop, 2025.
Publisher Download
▷ 院长办公室
自主研究：
[1]Jie Wu, “Uncovering Several Useful Structures of Complex Networks in Computer Science Applications,” Journal of Computer Science and Technology (JCST), 2025.
Publisher Download
[2]Shen Gao, “Cloud Network Convergence Disaster Recovery Approach for Reliable Virtual Network Function,” IEEE International Conference on Network Protocols (ICNP), Cloud-Network Convergence Workshop, 2025.
Publisher Download
合作研究：
[1]Xingkai Wang, Fudi Wu, Xingwang Huang, Qiefu Wuri, Dujuan Gu, Runzi Zhang, Shen Gao, “Enterprise Threat Detection with Explainable AI for Cloud-Network Convergence,” IEEE International Conference on Network Protocols (ICNP), Cloud-Network Convergence Workshop, 2025.
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[2]Jiangang Shen, Hongzi Zhu, Liang Zhang, Yunzhe Li, Shan Chang, Jie Wu, Minyi Guo, “DiVE: Differential Video Encoding for Online Edge-assisted Video Analytics on Mobile Agents,” IEEE International Conference on Distributed Computing Systems (ICDCS), 2025.
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[3]Xinyi Liu, Shuai Tong, Hang Li, Jiliang Wang, Shen Gao, Jie Wu, "Wireless Channels as Fingerprints: Towards Collision-Free LoRa Networks," IEEE International Conference on Network Protocols (ICNP), 2025.
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[4]Kaili Jin, Li Xu, Xiaoding Wang, Sun-Yuan Hsieh, Jie Wu, Limei Lin, “FedCPD:Personalized Federated Learning with Prototype-Enhanced Representation and Memory Distillation, ” to appear in Proceedings of the 34th International Joint Conference on Artificial Intelligence (IJCAI), 2025.
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[5]Xiaoding Wang, Bin Ye, Li Xu, Lizhao Wu, Sun-Yuan Hsieh, Jie Wu, Limei Lin, “FedHAN: A Cache-Based Semi-Asynchronous Federated Learning Framework Defending Against Poisoning Attacks in Heterogeneous Clients,” to appear in Proceedings of the 34th International Joint Conference on Artificial Intelligence (IJCAI), 2025.
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[6]Limei Lin, Jinpeng Xu, Xiaoding Wang, Liang Chen, Sun-Yuan Hsieh, Jie Wu, “RepObE: Representation Learning-Enhanced Obfuscation Encryption Modular Semantic Task Framework,” to appear in Proceedings of the 34th International Joint Conference on Artificial Intelligence (IJCAI), 2025.
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[7]Shuaibing Lu, Bojin Xiang, Jie Wu, Ziyu You, Wentong Cai, “SoCL: Scalable and Latency-Optimized Microservices in Serverless Edge Computing,” IEEE International Conference on Cluster Computing (IEEE CLUSTER), 2025.
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[8]Wenbin Liu, Hao Du, En Wang, Dongming Luan, Bo Yang, Yongjian Yang, Jie Wu, “Non-Aligned Multi-Scale Data Completion for Sparse Mobile CrowdSensin,” IEEE/ACM International Symposium on Quality of Service (IEEE/ACM IWQoS), 2025.
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[9]Huimei Guo, Rong-Xia Hao, Jie Wu, “2-edge-Hamilton-connected dragonfly network, Journal of parallel and distributed computing,” 202 (2025) 105095.
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2024
▷ 云网融合
自主研究：
[1]Xiaoyao Huang, R.R.Liu, J.Wu, and B.Zhang, "Profit-Aware Computing Server Clustering and Task Scheduling in the Computing Power Network," Proc.of High Performance Computing and Communications(HPCC), Dec 13-15,2024.
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▷ 下一代云
自主研究：
[1]Wenda Tang, Tianxiang Ai, and Jie Wu. 2024. “Tiresias:Optimizing NUMA Performance with CXL Memory and Locality-Aware Process Scheduling,” In Proceedings of the ACM Turing Award Celebration Conference-China 2024 (ACM-TURC'24).
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▷ 院长办公室
自主研究：
[1]S.Gao, S.Quan and J.Wu, "Cloud-Native Plinth:A Platform to Support Containerized 5G Core Networks," in 2024 IEEE 21st International Conference on Mobile Ad-Hoc and Smart Systems(MASS), Seoul, Korea, Republic of, 2024, pp.508-513,doi:10.1109/MASS62177.2024.00080.
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自主研究：
1. 汤闻达、吴杰，“一种内存页面迁移开销感知的动态迁移方法”，专利申请中， 2024-11-15。（内存分级）
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2. 汤闻达、吴杰，“一种基于页表复制用于加速虚拟化聚合主机内存访问性能的方法”，专利申请中， 2024-11-15。（虚拟化）
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3. 汤闻达、吴杰，“一种基于负载内存访问热点的 CPU 调度优化方法”，专利申请中， 2024-12-05。（CPU 调度）
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4. 吴杰、全硕、黄潇瑶，“基于最大弹性调度的数据中心网络无拥塞路由方法”，专利申请中，2024-12-15。（云网一体化调度）
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5.杨亚南，吴杰，“一种基于动态分区函数缓存池设计的Serverless冷启动优化方法”，专利申请中， 2025-02-05。（Serverless计算）
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合作研究：
1.陈全，李子俊，过敏意，武晨洋，全硕，吴杰，“安全容器内存域CZone及内存混合伸缩系统RunD-V”，专利申请中，2024-12-06。（虚拟化，与上海交通大学合作研究）
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2.余兴梓，熊天磊，戚正伟，汤闻达，吴杰，“一种基于纠删码高可用分布式内存池实现方法”，专利申请中，2024-11-07。（分离式内存池，与上海交通大学合作研究）
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