2026

▷ Cloud-Network Convergence

Collaborative Research：

[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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▷ Next-Generation Cloud Computing

Independent Research：

[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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▷ Intelligent and Algorithmic Design

Collaborative Research：

[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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▷ Emerging Technologies

Independent Research：

[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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Collaborative Research：

[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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▷ Office of the President

Collaborative Research：

[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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2025

▷ Cloud-Network Convergence

Independent Research：

[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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Collaborative Research：

[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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▷ Next-Generation Cloud Computing

Independent Research：

[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]Yanan Yang, Jiansong Zhang, Jie Wu. Serverless Computing with Ubiquitous Cloud: Opportunities and Challenges [J]. Computing Magazine of the CCF,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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Collaborative Research：

[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.

 

▷ Intelligent and Algorithmic Design

Independent Research：

[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.

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▷ Emerging Technologies

Independent Research：

[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.

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[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.

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[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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Collaborative Research：

[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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▷ Office of the President

Independent Research：

[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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Collaborative Research：

[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

▷ Cloud-Network Convergence

Independent Research：

[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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▷ Next-Generation Cloud Computing

Independent Research：

[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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▷ Office of the President

Independent Research：

[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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