| 2026 | ACL | Compressing LLM Knowledge into Graph Representations for Text-attributed Graphs Learning. | Runhuai Chen, Dian Shen, Dandan Zhang, Kaihong Huang, Linghui Meng, Beilun Wang |
| 2026 | ACL | LiGen: Active Lipid Generation via a Molecular Language Model. | Ying Zhan, Xiuqi Tang, Yan Zhang, Xiao Tan, Dian Shen, Zhou Yu, Beilun Wang |
| 2026 | INFOCOM | Decentralizing Compressed Sensing for Federated Learning with Hardware-Software Codesign. | Fan Sun, Fang Dong, Dian Shen |
| 2026 | INFOCOM | NGSim: A High-Fidelity and Efficient Simulator for Optimizing Network Function Graphs. | Bin Yang, Dian Shen, Jianrui Liu, Beilun Wang |
| 2026 | NSDI | PolicyCache: Intra-flow Learning in Congestion Control. | Han Tian, Han Wang, Wenbo Li, Xudong Liao, Decang Sun, Wenxue Li, Donghui Chen, Bin Huang, Senbo Fu, Junxue Zhang, Dian Shen, Kai Chen |
| 2026 | WWW | Identification of Influential Node Group in Attributed Graph through Explaining Graph Neural Network. | Xiao Tan, Tongtong Su, Jiayi Wu, Yan Zhang, Binghui Xu, Dian Shen, Meng Wang, Beilun Wang |
| 2025 | DAC | HiSpTRSV: Exploring Tile-Level Parallelism for SpTRSV Acceleration on FPGAs. | Fan Sun, Fang Dong, Dian Shen |
| 2025 | DASFAA | Information-Agnostic Model Poisoning Attacks Against Byzantine-Robust Federated Learning. | Yan Zhang, Yueyao Chen, Xiao Tan, Dian Shen, Meng Wang, Beilun Wang |
| 2025 | EuroSys | eNetSTL: Towards an In-kernel Library for High-Performance eBPF-based Network Functions. | Bin Yang, Dian Shen, Junxue Zhang, Hanlin Yang, Lunqi Zhao, Beilun Wang, Guyue Liu, Kai Chen |
| 2025 | ICML | Bi-perspective Splitting Defense: Achieving Clean-Seed-Free Backdoor Security. | Yangyang Shen, Xiao Tan, Dian Shen, Meng Wang, Beilun Wang |
| 2025 | INFOCOM | CoCaR: Enabling Efficient Dynamic DNN-Based Model Caching and Request Routing in MEC. | Shuting Qiu, Fang Dong, Siyu Tan, Dian Shen, Ruiting Zhou, Qilin Fan |
| 2025 | INFOCOM | HyperCom: Enabling High Performance and Composable Data Structures for Software Network Functions with eBPF. | Bin Yang, Dian Shen, Hanlin Yang, Lunqi Zhao, Jianrui Liu, Jiantao Cheng, Beilun Wang |
| 2025 | WWW | NoTeNet: Normalized Mutual Information-Driven Tuning-free Dynamic Dependence Network Inference Method for Multimodal Data. | Xiao Tan, Yangyang Shen, Yan Zhang, Jingwen Shao, Dian Shen, Meng Wang, Beilun Wang |
| 2024 | AAAI | DiG-In-GNN: Discriminative Feature Guided GNN-Based Fraud Detector against Inconsistencies in Multi-Relation Fraud Graph. | Jinghui Zhang, Zhengjia Xu, Dingyang Lv, Zhan Shi, Dian Shen, Jiahui Jin, Fang Dong |
| 2024 | CIKM | Factor Model-Based Large Covariance Estimation from Streaming Data Using a Knowledge-Based Sketch Matrix. | Xiao Tan, Zhaoyang Wang, Hao Qian, Jun Zhou, Peibo Duan, Dian Shen, Meng Wang, Beilun Wang |
| 2024 | CSCWD | Achieving Low Queueing Latency in Time-Slotted LoRa Networks. | Ciyuan Chen, Junzhou Luo, Dian Shen, Zhuqing Xu, Runqun Xiong |
| 2024 | DAC | Hynify: A High-throughput and Unified Accelerator for Multi-Mode Nonparametric Statistics. | Kaihong Huang, Dian Shen, Zhaoyang Wang, Juntao Yang, Beilun Wang |
| 2024 | DASFAA | Large Covariance Estimation from Streaming Data with Knowledge-Based Sketch Matrix. | Xiao Tan, Zhaoyang Wang, Meng Wang, Dian Shen, Weitong Chen, Beilun Wang |
| 2024 | HPCC | Rendering Super Resolution Video Streaming Efficiently with in-Network Computing. | Xiaolin Guo, Fang Dong, Dian Shen, Zhaowu Huang, Baijun Chen, Daheng Yin |
| 2024 | HPCC | SkewCache: Skewed Layer-wise Caching for Function Chains in Serverless Edge Computing. | Xiaolin Guo, Fang Dong, Dian Shen, Zhaowu Huang, Haodong Tian |
| 2024 | ICML | Adaptive Group Personalization for Federated Mutual Transfer Learning. | Haoqing Xu, Dian Shen, Meng Wang, Beilun Wang |
| 2024 | ICNP | Lmlora: Enhancing Link Performance for Mobile Lora Networks. | Ciyuan Chen, Zhuqing Xu, Xiaohua Jia, Jingkai Lin, Runqun Xiong, Dian Shen, Xirui Dong, Junzhou Luo |
| 2023 | ICDM | Take CARE: Improving Inherent Robustness of Spiking Neural Networks with Channel-wise Activation Recalibration Module. | Yan Zhang, Cheng Chen, Dian Shen, Meng Wang, Beilun Wang |
| 2023 | IWQoS | WAEVSR: Enabling Collaborative Live Video Super-Resolution in Wide-Area MEC Environment. | Daheng Yin, Fang Dong, Baijun Chen, Dian Shen, Ruiting Zhou, Xiaolin Guo, Zhaowu Huang |
| 2023 | SECON | Joint Quality Evaluation, Model Splitting and Resource Provisioning for Split Edge Learning. | Shucun Fu, Fang Dong, Dian Shen, Qiang He |
| 2022 | CLUSTER | Last-mile Matters: Mitigating the Tail Latency of Virtualized Networks with Multipath Data Plane. | Dian Shen, Yi Zhai, Fang Dong, Junzhou Luo |
| 2022 | ICNP | Towards the Full Extensibility of Multipath TCP with eMPTCP. | Bin Yang, Dian Shen, Junxue Zhang, Fang Dong, Junzhou Luo, John C. S. Lui |
| 2022 | ICPP | Enabling Latency-Sensitive DNN Inference via Joint Optimization of Model Surgery and Resource Allocation in Heterogeneous Edge. | Zhaowu Huang, Fang Dong, Dian Shen, Huitian Wang, Xiaolin Guo, Shucun Fu |
| 2022 | SECON | Exploiting the Computational Path Diversity with In-network Computing for MEC. | Xiaolin Guo, Fang Dong, Dian Shen, Zhaowu Huang, Zhenyang Ni, Yulong Jiang, Daheng Yin |
| 2021 | CSCWD | Towards Tunable RDMA Parameter Selection at Runtime for Datacenter Applications. | Kai Wang, Fang Dong, Dian Shen, Chengtian Zhang, Jinghui Zhang, Junzhou Luo |
| 2021 | CSCWD | A CPU Load-awared Virtual Router Placement Strategy in Cloud Network. | Mingxuan Yang, Fang Dong, Dian Shen, Yi Zhai, Ciyuan Chen |
| 2021 | ICDCS | Enabling Low Latency Edge Intelligence based on Multi-exit DNNs in the Wild. | Zhaowu Huang, Fang Dong, Dian Shen, Junxue Zhang, Huitian Wang, Guangxing Cai, Qiang He |
| 2020 | INFOCOM | Distributed and Optimal RDMA Resource Scheduling in Shared Data Center Networks. | Dian Shen, Junzhou Luo, Fang Dong, Xiaolin Guo, Kai Wang, John C. S. Lui |
| 2019 | CLUSTER | MBECN: Enabling ECN with Micro-burst Traffic in Multi-queue Data Center. | Kexi Kang, Jinghui Zhang, Jiahui Jin, Dian Shen, Junzhou Luo, Wenxin Li, Zhiang Wu |
| 2019 | CSCWD | QAECN: Dynamically Tuning ECN Threshold with Micro-burst in Multi-queue Data Centers. | Kexi Kang, Jinghui Zhang, Jiahui Jin, Dian Shen, Runqun Xiong, Junzhou Luo |
| 2019 | CSCWD | ParaNF: Enabling Delay-Balanced Network Function Parallelism in NFV. | Rui Wang, Junzhou Luo, Fang Dong, Dian Shen |
| 2017 | CSCWD | Virtual network fault diagnosis mechanism based on fault injection. | Huanhuan Zhang, Fang Dong, Dian Shen, Runqun Xiong, Jiahui Jin |
| 2016 | ICPP | AppBag: Application-Aware Bandwidth Allocation for Virtual Machines in Cloud Environment. | Dian Shen, Junzhou Luo, Fang Dong, Junxue Zhang |
| 2014 | HPCC | Cost-Effective Virtual Machine Image Replication Management for Cloud Data Centers. | Dian Shen, Fang Dong, Junxue Zhang, Junzhou Luo |
| 2014 | SMC | Game theory based dynamic resource allocation for hybrid environment with cloud and big data application. | Junxue Zhang, Fang Dong, Dian Shen, Junzhou Luo |