On the Eyeshots of BGP Vantage Points. - Kai Chen 005; Chengchen Hu; Wenwen Zhang; Yan Chen 004; Bin Liu 001 (GLOBECOM, 2009)

DISCO: Memory Efficient and Accurate Flow Statistics for Network Measurement. - Chengchen Hu; Bin Liu 001; Hongbo Zhao; Kai Chen 005; Yan Chen 004; Chunming Wu; Yu Cheng 003 (ICDCS, 2010)

Evaluating Potential Routing Diversity for Internet Failure Recovery. - Chengchen Hu; Kai Chen 005; Yan Chen 004; Bin Liu 001 (INFOCOM, 2010)

A Translation Framework for Virtual Execution Environment on CPU/GPU Architecture. - Guoxing Dong; Kai Chen 005; Erzhou Zhu; Yichao Zhang; Zhengwei Qi; Haibing Guan (PAAP, 2010)

Generic and automatic address configuration for data center networks. - Kai Chen 005; Chuanxiong Guo; Haitao Wu; Jing Yuan; Zhenqian Feng; Yan Chen 004; Songwu Lu; Wenfei Wu (SIGCOMM, 2010)

Dynamic queuing sharing mechanism for per-flow quality of service control. - C. Hu; Y. Tang; Kai Chen 005; B. Liu (IET Commun., 2010)

Automatically configuring the network layer of data centers for cloud computing. - Chengchen Hu; Mu Yang; Kai Zheng 003; Kai Chen 005; Xin Zhang 003; Bin Liu 001; Xiaohong Guan (IBM J. Res. Dev., 2011)

Border gateway protocol monitoring system can be cost effective. - Kai Chen 005; Chengchen Hu (IET Commun., 2011)

Survey on routing in data centers: insights and future directions. - Kai Chen 005; Chengchen Hu; Xin Zhang 003; Kai Zheng 003; Yan Chen 004; Athanasios V. Vasilakos (IEEE Netw., 2011)

GARDEN: Generic Addressing and Routing for Data Center Networks. - Yan Hu; Ming Zhu; Yong Xia 001; Kai Chen 005; Yanlin Luo (IEEE CLOUD, 2012)

Error Tolerant Address Configuration for Data Center Networks with Malfunctioning Devices. - Xingyu Ma; Chengchen Hu; Kai Chen 005; Che Zhang; Hongtao Zhang; Kai Zheng 003; Yan Chen 004; Xianda Sun (ICDCS, 2012)

VirtualKnotter: Online Virtual Machine Shuffling for Congestion Resolving in Virtualized Datacenter. - Xitao Wen; Kai Chen 005; Yan Chen 004; Yongqiang Liu; Yong Xia 007; Chengchen Hu (ICDCS, 2012)

A Measurement Study on Potential Inter-Domain Routing Diversity. - Chengchen Hu; Kai Chen 005; Yan Chen 004; Bin Liu 001; Athanasios V. Vasilakos (IEEE Trans. Netw. Serv. Manag., 2012)

DAC: Generic and Automatic Address Configuration for Data Center Networks. - Kai Chen 005; Chuanxiong Guo; Haitao Wu; Jing Yuan; Zhenqian Feng; Yan Chen 004; Songwu Lu; Wenfei Wu (IEEE/ACM Trans. Netw., 2012)

Towards minimal-delay deadline-driven data center TCP. - Lei Chen 002; Shuihai Hu; Kai Chen 005; Haitao Wu; Danny H. K. Tsang (HotNets, 2013)

BitBill: Scalable, Robust, Verifiable Peer-to-Peer Billing for Cloud Computing. - Li Chen 008; Kai Chen 005 (HotCloud, 2014)

PIAS: Practical Information-Agnostic Flow Scheduling for Data Center Networks. - Wei Bai 001; Li Chen 008; Kai Chen 005; Dongsu Han; Chen Tian 001; Weicheng Sun (HotNets, 2014)

PAC: Taming TCP Incast Congestion Using Proactive ACK Control. - Wei Bai 001; Kai Chen 005; Haitao Wu; Wuwei Lan; Yangming Zhao (ICNP, 2014)

HadoopWatch: A first step towards comprehensive traffic forecasting in cloud computing. - Yang Peng; Kai Chen 005; Guohui Wang; Wei Bai 001; Zhiqiang Ma 002; Lin Gu 001 (INFOCOM, 2014)

VirtualKnotter: Online virtual machine shuffling for congestion resolving in virtualized datacenter. - Shihong Zou; Xitao Wen; Kai Chen 005; Shan Huang; Yan Chen 004; Yongqiang Liu; Yong Xia 007; Chengchen Hu (Comput. Networks, 2014)

RepFlow on node.js: Cutting Tail Latency in Data Center Networks at the Applications Layer. - Shuhao Liu 001; Wei Bai 001; Hong Xu 001; Kai Chen 005; Zhiping Cai (CoRR, 2014)

Where the Sidewalk Ends: Extending the Internet AS Graph Using Traceroutes from P2P Users. - Kai Chen 005; David R. Choffnes; Rahul Potharaju; Yan Chen 004; Fabian E. Bustamante; Dan Pei; Yao Zhao 003 (IEEE Trans. Computers, 2014)

OSA: An Optical Switching Architecture for Data Center Networks With Unprecedented Flexibility. - Kai Chen 005; Ankit Singla; Atul Singh; Kishore Ramachandran; Lei Xu 017; Yueping Zhang; Xitao Wen; Yan Chen 004 (IEEE/ACM Trans. Netw., 2014)

Discount Counting for Fast Flow Statistics on Flow Size and Flow Volume. - Chengchen Hu; Bin Liu 001; Hongbo Zhao; Kai Chen 005; Yan Chen 004; Yu Cheng 003; Hao Wu 023 (IEEE/ACM Trans. Netw., 2014)

Guaranteeing deadlines for inter-datacenter transfers. - Hong Zhang 025; Kai Chen 005; Wei Bai 001; Dongsu Han; Chen Tian 001; Hao Wang 022; Haibing Guan; Ming Zhang 005 (EuroSys, 2015)

FLOWPROPHET: Generic and Accurate Traffic Prediction for Data-Parallel Cluster Computing. - Hao Wang 022; Li Chen 008; Kai Chen 005; Ziyang Li; Yiming Zhang 003; Haibing Guan; Zhengwei Qi; Dongsheng Li 001; Yanhui Geng (ICDCS, 2015)

WaveCube: A scalable, fault-tolerant, high-performance optical data center architecture. - Kai Chen 005; Xitao Wen; Xingyu Ma; Yan Chen 004; Yong Xia 007; Chengchen Hu; Qunfeng Dong (INFOCOM, 2015)

Rapier: Integrating routing and scheduling for coflow-aware data center networks. - Yangming Zhao; Kai Chen 005; Wei Bai 001; Minlan Yu; Chen Tian 001; Yanhui Geng; Yiming Zhang 003; Dan Li 001; Sheng Wang 006 (INFOCOM, 2015)

Information-Agnostic Flow Scheduling for Commodity Data Centers. - Wei Bai 001; Kai Chen 005; Hao Wang 022; Li Chen 008; Dongsu Han; Chen Tian 001 (NSDI, 2015)

Joint VM placement and topology optimization for traffic scalability in dynamic datacenter networks. - Yangming Zhao; Yifan Huang 001; Kai Chen 005; Minlan Yu; Sheng Wang 006; Dongsheng Li 001 (Comput. Networks, 2015)

Enabling ECN over Generic Packet Scheduling. - Wei Bai 001; Kai Chen 005; Li Chen 008; Changhoon Kim; Haitao Wu (CoNEXT, 2016)

Deadlocks in Datacenter Networks: Why Do They Form, and How to Avoid Them. - Shuihai Hu; Yibo Zhu; Peng Cheng 005; Chuanxiong Guo; Kun Tan; Jitendra Padhye; Kai Chen 005 (HotNets, 2016)

Online flow size prediction for improved network routing. - Pascal Poupart; Zhitang Chen; Priyank Jaini; Fred Fung; Hengky Susanto; Yanhui Geng; Li Chen 008; Kai Chen 005; Hao Jin (ICNP, 2016)

Stream: Decentralized opportunistic inter-coflow scheduling for datacenter networks. - Hengky Susanto; Hao Jin; Kai Chen 005 (ICNP, 2016)

OPTAS: Decentralized flow monitoring and scheduling for tiny tasks. - Ziyang Li; Yiming Zhang 003; Dongsheng Li 001; Kai Chen 005; Yuxing Peng 001 (INFOCOM, 2016)

Enabling ECN in Multi-Service Multi-Queue Data Centers. - Wei Bai 001; Li Chen 008; Kai Chen 005; Haitao Wu (NSDI, 2016)

Scheduling Mix-flows in Commodity Datacenters with Karuna. - Li Chen 008; Kai Chen 005; Wei Bai 001; Mohammad Alizadeh (SIGCOMM, 2016)

CODA: Toward Automatically Identifying and Scheduling Coflows in the Dark. - Hong Zhang 025; Li Chen 008; Bairen Yi; Kai Chen 005; Mosharaf Chowdhury; Yanhui Geng (SIGCOMM, 2016)

Explicit Path Control in Commodity Data Centers: Design and Applications. - Shuihai Hu; Kai Chen 005; Haitao Wu; Wei Bai 001; Chang Lan; Hao Wang 022; Hongze Zhao; Chuanxiong Guo (IEEE/ACM Trans. Netw., 2016)

Towards Comprehensive Traffic Forecasting in Cloud Computing: Design and Application. - Yang Peng; Kai Chen 005; Guohui Wang; Wei Bai 001; Yangming Zhao; Hao Wang 022; Yanhui Geng; Zhiqiang Ma 002; Lin Gu 001 (IEEE/ACM Trans. Netw., 2016)

Congestion Control for High-speed Extremely Shallow-buffered Datacenter Networks. - Wei Bai 001; Kai Chen 005; Shuihai Hu; Kun Tan; Yongqiang Xiong (APNet, 2017)

Combining ECN and RTT for Datacenter Transport. - Gaoxiong Zeng; Wei Bai 001; Ge Chen; Kai Chen 005; Dongsu Han; Yibo Zhu (APNet, 2017)

Rate-aware flow scheduling for commodity data center networks. - Ziyang Li; Wei Bai 001; Kai Chen 005; Dongsu Han; Yiming Zhang 003; Dongsheng Li 001; Hongfang Yu (INFOCOM, 2017)

Enabling Wide-Spread Communications on Optical Fabric with MegaSwitch. - Li Chen 008; Kai Chen 005; Zhonghua Zhu; Minlan Yu; George Porter; Chunming Qiao; Shan Zhong (NSDI, 2017)

Towards Zero Copy Dataflows using RDMA. - Bairen Yi; Jiacheng Xia; Li Chen 008; Kai Chen 005 (SIGCOMM Posters and Demos, 2017)

Resilient Datacenter Load Balancing in the Wild. - Hong Zhang 025; Junxue Zhang 001; Wei Bai 001; Kai Chen 005; Mosharaf Chowdhury (SIGCOMM, 2017)

Enabling Work-conserving Bandwidth Guarantees for Multi-tenant Datacenters via Dynamic Tenant- eue Binding. - Zhuotao Liu; Kai Chen 005; Haitao Wu; Shuihai Hu; Yih-Chun Hu; Yi Wang 004; Gong Zhang 001 (CoRR, 2017)

PIAS: Practical Information-Agnostic Flow Scheduling for Commodity Data Centers. - Wei Bai 001; Li Chen 008; Kai Chen 005; Dongsu Han; Chen Tian 001; Hao Wang 022 (IEEE/ACM Trans. Netw., 2017)

Toward A Scalable, Fault-Tolerant, High-Performance Optical Data Center Architecture. - Kai Chen 005; Xitao Wen; Xingyu Ma; Yan Chen 004; Yong Xia 007; Chengchen Hu; Qunfeng Dong; Yongqiang Liu (IEEE/ACM Trans. Netw., 2017)

Guaranteeing Deadlines for Inter-Data Center Transfers. - Hong Zhang 025; Kai Chen 005; Wei Bai 001; Dongsu Han; Chen Tian 001; Hao Wang 022; Haibing Guan; Ming Zhang 005 (IEEE/ACM Trans. Netw., 2017)

Augmenting Proactive Congestion Control with Aeolus. - Shuihai Hu; Wei Bai 001; Baochen Qiao; Kai Chen 005; Kun Tan (APNet, 2018)

Pas de deux: Shape the Circuits, and Shape the Apps too! - Hong Zhang 025; Kai Chen 005; Mosharaf Chowdhury (APNet, 2018)

BDS: a centralized near-optimal overlay network for inter-datacenter data replication. - Yuchao Zhang; Junchen Jiang; Ke Xu 002; Xiaohui Nie; Martin J. Reed; Haiyang Wang; Guang Yao; Miao Zhang; Kai Chen 005 (EuroSys, 2018)

Enabling Work-Conserving Bandwidth Guarantees for Multi-Tenant Datacenters via Dynamic Tenant-Queue Binding. - Zhuotao Liu; Kai Chen 005; Haitao Wu; Shuihai Hu; Yih-Chun Hu; Yi Wang 004; Gong Zhang 001 (INFOCOM, 2018)

PowerMan: An Out-of-Band Management Network for Datacenters Using Power Line Communication. - Li Chen 008; Jiacheng Xia; Bairen Yi; Kai Chen 005 (NSDI, 2018)

AuTO: scaling deep reinforcement learning for datacenter-scale automatic traffic optimization. - Li Chen 008; Justinas Lingys; Kai Chen 005; Feng Liu (SIGCOMM, 2018)

Programmable Switch as a Parallel Computing Device. - Li Chen 008; Ge Chen; Justinas Lingys; Kai Chen 005 (CoRR, 2018)

Neural Network Meets DCN: Traffic-driven Topology Adaptation with Deep Learning. - Mowei Wang; Yong Cui 001; Shihan Xiao; Xin Wang 001; Dan Yang; Kai Chen 005; Jun Zhu 001 (Proc. ACM Meas. Anal. Comput. Syst., 2018)

Rethinking Transport Layer Design for Distributed Machine Learning. - Jiacheng Xia; Gaoxiong Zeng; Junxue Zhang 001; Weiyan Wang; Wei Bai 001; Junchen Jiang; Kai Chen 005 (APNet, 2019)

URSA: Hybrid Block Storage for Cloud-Scale Virtual Disks. - Huiba Li; Yiming Zhang 003; Dongsheng Li 001; Zhiming Zhang; Shengyun Liu; Peng Huang 005; Zheng Qin 002; Kai Chen 005; Yongqiang Xiong (EuroSys, 2019)

Bridging the Edge-Cloud Barrier for Real-time Advanced Vision Analytics. - Yiding Wang; Weiyan Wang; Junxue Zhang 001; Junchen Jiang; Kai Chen 005 (HotCloud, 2019)

Resilient Disaggregated Network Flow Monitoring. - Yongquan Fu; Dongsheng Li 001; Siqi Shen; Yiming Zhang 003; Kai Chen 005 (SIGCOMM Posters and Demos, 2019)

Locality-Sensitive Sketching for Resilient Network Flow Monitoring. - Yongquan Fu; Dongsheng Li 001; Siqi Shen; Yiming Zhang 003; Kai Chen 005 (CoRR, 2019)

Quantifying the Performance of Federated Transfer Learning. - Qinghe Jing; Weiyan Wang; Junxue Zhang 001; Han Tian; Kai Chen 005 (CoRR, 2019)

Tagger: Practical PFC Deadlock Prevention in Data Center Networks. - Shuihai Hu; Yibo Zhu; Peng Cheng 005; Chuanxiong Guo; Kun Tan; Jitendra Padhye; Kai Chen 005 (IEEE/ACM Trans. Netw., 2019)

RAT - Resilient Allreduce Tree for Distributed Machine Learning. - Xinchen Wan; Hong Zhang 025; Hao Wang 116; Shuihai Hu; Junxue Zhang 001; Kai Chen 005 (APNet, 2020)

Clustering-preserving Network Flow Sketching. - Yongquan Fu; Dongsheng Li 001; Siqi Shen; Yiming Zhang 003; Kai Chen 005 (INFOCOM, 2020)

Exploring Clustering of Bandits for Online Recommendation System. - Liu Yang 008; Bo Liu 015; Leyu Lin; Feng Xia 006; Kai Chen 005; Qiang Yang 001 (RecSys, 2020)

Aeolus: A Building Block for Proactive Transport in Datacenters. - Shuihai Hu; Wei Bai 001; Gaoxiong Zeng; Zilong Wang 007; Baochen Qiao; Kai Chen 005; Kun Tan; Yi Wang 004 (SIGCOMM, 2020)

Managing Multicast Membership for Software Defined Data Center Network. - Yang Cheng; Dan Li 001; Jing Zhu 007; Hongnan Liu; Kai Chen 005; Jianping Wu (VTC Fall, 2020)

Divide-and-Shuffle Synchronization for Distributed Machine Learning. - Weiyan Wang; Cengguang Zhang; Liu Yang 008; Jiacheng Xia; Kai Chen 005; Kun Tan (CoRR, 2020)

FPGA-Based Hardware Accelerator of Homomorphic Encryption for Efficient Federated Learning. - Zhaoxiong Yang; Shuihai Hu; Kai Chen 005 (CoRR, 2020)

Domain-specific Communication Optimization for Distributed DNN Training. - Hao Wang 116; Jingrong Chen 004; Xinchen Wan; Han Tian; Jiacheng Xia; Gaoxiong Zeng; Weiyan Wang; Kai Chen 005; Wei Bai 001; Junchen Jiang (CoRR, 2020)

Exploring the Generalizability of Spatio-Temporal Crowd Flow Prediction: Meta-Modeling and an Analytic Framework. - Leye Wang; Di Chai; Xuanzhe Liu; Liyue Chen; Kai Chen 005 (CoRR, 2020)

FedEval: A Benchmark System with a Comprehensive Evaluation Model for Federated Learning. - Di Chai; Leye Wang; Kai Chen 005; Qiang Yang 001 (CoRR, 2020)

Rethinking Fast and Friendly Transport in Data Center Networks. - Tao Zhang 019; Jiawei Huang 001; Kai Chen 005; Jianxin Wang 001; Jianer Chen; Yi Pan 001; Geyong Min (IEEE/ACM Trans. Netw., 2020)

Federated Recommendation Systems. - Liu Yang 008; Ben Tan; Vincent W. Zheng; Kai Chen 005; Qiang Yang 001 (Federated Learning, 2020)

RPO: Receiver-driven Transport Protocol Using Opportunistic Transmission in Data Center. - Jinbin Hu; Jiawei Huang 001; Zhaoyi Li; Yijun Li 002; Wenchao Jiang; Kai Chen 005; Jianxin Wang 001; Tian He 001 (ICNP, 2021)

FlashPass: Proactive Congestion Control for Shallow-buffered WAN. - Gaoxiong Zeng; Jianxin Qiu; Yifei Yuan; Hongqiang Liu; Kai Chen 005 (ICNP, 2021)

Jellyfish: Locality-Sensitive Subflow Sketching. - Yongquan Fu; Lun An; Siqi Shen; Kai Chen 005; Pere Barlet-Ros (INFOCOM, 2021)

Federated Singular Vector Decomposition. - Di Chai; Leye Wang; Lianzhi Fu; Junxue Zhang 001; Kai Chen 005; Qiang Yang 001 (CoRR, 2021)

CityNet: A Multi-city Multi-modal Dataset for Smart City Applications. - Xu Geng; Yilun Jin; Zhengfei Zheng; Yu Yang 012; Yexin Li; Han Tian; Peibo Duan; Leye Wang; Jiannong Cao 001; Hai Yang; Qiang Yang 001; Kai Chen 005 (CoRR, 2021)

HAFLO: GPU-Based Acceleration for Federated Logistic Regression. - Xiaodian Cheng; Wanhang Lu; Xinyang Huang; Shuihai Hu; Kai Chen 005 (CoRR, 2021)

Aegis: A Trusted, Automatic and Accurate Verification Framework for Vertical Federated Learning. - Cengguang Zhang; Junxue Zhang 001; Di Chai; Kai Chen 005 (CoRR, 2021)

Practical and Secure Federated Recommendation with Personalized Masks. - Liu Yang 008; Ben Tan; Bo Liu 015; Vincent W. Zheng; Kai Chen 005; Qiang Yang 001 (CoRR, 2021)

Secure Machine Learning over Relational Data. - Qiyao Luo; Yilei Wang; Zhenghang Ren; Ke Yi 001; Kai Chen 005; Xiao Wang (CoRR, 2021)

TACC: A Full-stack Cloud Computing Infrastructure for Machine Learning Tasks. - Kaiqiang Xu; Xinchen Wan; Hao Wang 116; Zhenghang Ren; Xudong Liao; Decang Sun; Chaoliang Zeng; Kai Chen 005 (CoRR, 2021)

Optimizing Tail Latency in Commodity Datacenters using Forward Error Correction. - Gaoxiong Zeng; Li Chen 008; Bairen Yi; Kai Chen 005 (CoRR, 2021)

Automatic Configuration for Optimal Communication Scheduling in DNN Training. - Yiqing Ma; Hao Wang 116; Yiming Zhang 003; Kai Chen 005 (CoRR, 2021)

Secure Federated Matrix Factorization. - Di Chai; Leye Wang; Kai Chen 005; Qiang Yang 001 (IEEE Intell. Syst., 2021)

Providing Bandwidth Guarantees, Work Conservation and Low Latency Simultaneously in the Cloud. - Shuihai Hu; Wei Bai 001; Kai Chen 005; Chen Tian 001; Ying Zhang 022; Haitao Wu (IEEE Trans. Cloud Comput., 2021)

One More Config is Enough: Saving (DC)TCP for High-Speed Extremely Shallow-Buffered Datacenters. - Wei Bai 001; Shuihai Hu; Kai Chen 005; Kun Tan; Yongqiang Xiong (IEEE/ACM Trans. Netw., 2021)

BDS+: An Inter-Datacenter Data Replication System With Dynamic Bandwidth Separation. - Yuchao Zhang; Xiaohui Nie; Junchen Jiang; Wendong Wang 003; Ke Xu 002; Youjian Zhao; Martin J. Reed; Kai Chen 005; Haiyang Wang; Guang Yao (IEEE/ACM Trans. Netw., 2021)

Hone: Mitigating Stragglers in Distributed Stream Processing With Tuple Scheduling. - Wenxin Li 001; Duowen Liu; Kai Chen 005; Keqiu Li; Heng Qi (IEEE Trans. Parallel Distributed Syst., 2021)

RepNet: Cutting Latency with Flow Replication in Data Center Networks. - Shuhao Liu 001; Hong Xu 001; Libin Liu 001; Wei Bai 001; Kai Chen 005; Zhiping Cai (IEEE Trans. Serv. Comput., 2021)

Load Balancing in PFC-Enabled Datacenter Networks. - Jinbin Hu; Chaoliang Zeng; Zilong Wang 007; Hong Xu 001; Jiawei Huang 001; Kai Chen 005 (APNet, 2022)

Herald: An Embedding Scheduler for Distributed Embedding Model Training. - Chaoliang Zeng; Xiaodian Cheng; Han Tian; Hao Wang 116; Kai Chen 005 (APNet, 2022)

Spine: an efficient DRL-based congestion control with ultra-low overhead. - Han Tian; Xudong Liao; Chaoliang Zeng; Junxue Zhang 001; Kai Chen 005 (CoNEXT, 2022)

Multi-objective congestion control. - Yiqing Ma; Han Tian; Xudong Liao; Junxue Zhang 001; Weiyan Wang; Kai Chen 005; Xin Jin 008 (EuroSys, 2022)

DGS: Communication-Efficient Graph Sampling for Distributed GNN Training. - Xinchen Wan; Kai Chen 005; Yiming Zhang 003 (ICNP, 2022)

Secure Forward Aggregation for Vertical Federated Neural Networks. - Shuowei Cai; Di Chai; Liu Yang 008; Junxue Zhang 001; Yilun Jin; Leye Wang; Kun Guo 003; Kai Chen 005 (FL@IJCAI, 2022)

Practical and Secure Federated Recommendation with Personalized Mask. - Liu Yang 008; Junxue Zhang 001; Di Chai; Leye Wang; Kun Guo 003; Kai Chen 005; Qiang Yang 001 (FL@IJCAI, 2022)

AutoByte: Automatic Configuration for Optimal Communication Scheduling in DNN Training. - Yiqing Ma; Hao Wang 116; Yiming Zhang 003; Kai Chen 005 (INFOCOM, 2022)

Addressing Network Bottlenecks with Divide-and-Shuffle Synchronization for Distributed DNN Training. - Weiyan Wang; Cengguang Zhang; Liu Yang 008; Kai Chen 005; Kun Tan (INFOCOM, 2022)

Cutting Tail Latency in Commodity Datacenters with Cloudburst. - Gaoxiong Zeng; Li Chen 008; Bairen Yi; Kai Chen 005 (INFOCOM, 2022)

Practical Lossless Federated Singular Vector Decomposition over Billion-Scale Data. - Di Chai; Leye Wang; Junxue Zhang 001; Liu Yang 008; Shuowei Cai; Kai Chen 005; Qiang Yang 001 (KDD, 2022)

Selective Cross-City Transfer Learning for Traffic Prediction via Source City Region Re-Weighting. - Yilun Jin; Kai Chen 005; Qiang Yang 001 (KDD, 2022)

Connecting the Hosts: Street-Level IP Geolocation with Graph Neural Networks. - Zhiyuan Wang 006; Fan Zhou 002; Wenxuan Zeng; Goce Trajcevski; Chunjing Xiao; Yong Wang 046; Kai Chen 005 (KDD, 2022)

Tiara: A Scalable and Efficient Hardware Acceleration Architecture for Stateful Layer-4 Load Balancing. - Chaoliang Zeng; Layong Luo; Teng Zhang; Zilong Wang 007; Luyang Li; Wenchen Han; Nan Chen; Lebing Wan; Lichao Liu; Zhipeng Ding; Xiongfei Geng; Tao Feng; et al. (NSDI, 2022)

FAERY: An FPGA-accelerated Embedding-based Retrieval System. - Chaoliang Zeng; Layong Luo; Qingsong Ning; Yaodong Han; Yuhang Jiang; Ding Tang; Zilong Wang 007; Kai Chen 005; Chuanxiong Guo (OSDI, 2022)

LiteFlow: towards high-performance adaptive neural networks for kernel datapath. - Junxue Zhang 001; Chaoliang Zeng; Hong Zhang 025; Shuihai Hu; Kai Chen 005 (SIGCOMM, 2022)

Sphinx: Enabling Privacy-Preserving Online Learning over the Cloud. - Han Tian; Chaoliang Zeng; Zhenghang Ren; Di Chai; Junxue Zhang 001; Kai Chen 005; Qiang Yang 001 (SP, 2022)

Efficient DNN Training with Knowledge-Guided Layer Freezing. - Yiding Wang; Decang Sun; Kai Chen 005; Fan Lai 001; Mosharaf Chowdhury (CoRR, 2022)

Efficient Federated Matrix Factorization Against Inference Attacks. - Di Chai; Leye Wang; Kai Chen 005; Qiang Yang 001 (ACM Trans. Intell. Syst. Technol., 2022)

Improving Availability of Vertical Federated Learning: Relaxing Inference on Non-overlapping Data. - Zhenghang Ren; Liu Yang 008; Kai Chen 005 (ACM Trans. Intell. Syst. Technol., 2022)

Aeolus: A Building Block for Proactive Transport in Datacenter Networks. - Shuihai Hu; Gaoxiong Zeng; Wei Bai 001; Zilong Wang 007; Baochen Qiao; Kai Chen 005; Kun Tan; Yi Wang 004 (IEEE/ACM Trans. Netw., 2022)

Congestion Control for Cross-Datacenter Networks. - Gaoxiong Zeng; Wei Bai 001; Ge Chen; Kai Chen 005; Dongsu Han; Yibo Zhu; Lei Cui (IEEE/ACM Trans. Netw., 2022)

Scaling Switch-driven Flow Control with Aquarius. - Wenxue Li; Chaoliang Zeng; Jinbin Hu; Kai Chen 005 (APNet, 2023)

Accurate and Scalable Rate Limiter for RDMA NICs. - Zilong Wang 007; Xinchen Wan; Chaoliang Zeng; Kai Chen 005 (APNet, 2023)

Tabi: An Efficient Multi-Level Inference System for Large Language Models. - Yiding Wang; Kai Chen 005; Haisheng Tan; Kun Guo 003 (EuroSys, 2023)

Egeria: Efficient DNN Training with Knowledge-Guided Layer Freezing. - Yiding Wang; Decang Sun; Kai Chen 005; Fan Lai 001; Mosharaf Chowdhury (EuroSys, 2023)

Enabling Load Balancing for Lossless Datacenters. - Jinbin Hu; Chaoliang Zeng; Zilong Wang 007; Junxue Zhang 001; Kun Guo 003; Hong Xu 001; Jiawei Huang 001; Kai Chen 005 (ICNP, 2023)

Towards Fine-Grained and Practical Flow Control for Datacenter Networks. - Wenxue Li; Chaoliang Zeng; Jinbin Hu; Kai Chen 005 (ICNP, 2023)

Globally Consistent Federated Graph Autoencoder for Non-IID Graphs. - Kun Guo 003; Yutong Fang; Qingqing Huang; Yuting Liang; Ziyao Zhang; Wenyu He; Liu Yang 008; Kai Chen 005; Ximeng Liu; Wenzhong Guo (IJCAI, 2023)

Transferable Graph Structure Learning for Graph-based Traffic Forecasting Across Cities. - Yilun Jin; Kai Chen 005; Qiang Yang 001 (KDD, 2023)

TrustGeo: Uncertainty-Aware Dynamic Graph Learning for Trustworthy IP Geolocation. - Wenxin Tai; Bin Chen; Fan Zhou 002; Ting Zhong; Goce Trajcevski; Yong Wang 046; Kai Chen 005 (KDD, 2023)

RIPGeo: Robust Street-Level IP Geolocation. - Wenxin Tai; Bin Chen; Ting Zhong; Yong Wang 046; Kai Chen 005; Fan Zhou 002 (MDM, 2023)

FLASH: Towards a High-performance Hardware Acceleration Architecture for Cross-silo Federated Learning. - Junxue Zhang 001; Xiaodian Cheng; Wei Wang; Liu Yang 008; Jinbin Hu; Kai Chen 005 (NSDI, 2023)

SRNIC: A Scalable Architecture for RDMA NICs. - Zilong Wang 007; Layong Luo; Qingsong Ning; Chaoliang Zeng; Wenxue Li; Xinchen Wan; Peng Xie; Tao Feng; Ke Cheng; Xiongfei Geng; Tianhao Wang 025; Weicheng Ling; et al. (NSDI, 2023)

Federated Learning without Full Labels: A Survey. - Yilun Jin; Yang Liu 165; Kai Chen 005; Qiang Yang 001 (CoRR, 2023)

A Survey on Vertical Federated Learning: From a Layered Perspective. - Liu Yang 008; Di Chai; Junxue Zhang 001; Yilun Jin; Leye Wang; Hao Liu 026; Han Tian; Qian Xu; Kai Chen 005 (CoRR, 2023)

Probably Approximately Correct Federated Learning. - Xiaojin Zhang 002; Anbu Huang; Lixin Fan; Kai Chen 005; Qiang Yang 001 (CoRR, 2023)

A Game-theoretic Framework for Federated Learning. - Xiaojin Zhang 002; Lixin Fan; Siwei Wang; Wenjie Li 008; Kai Chen 005; Qiang Yang 001 (CoRR, 2023)

Optimizing Privacy, Utility and Efficiency in Constrained Multi-Objective Federated Learning. - Yan Kang 001; Hanlin Gu; Xingxing Tang; Yuanqin He; Yuzhu Zhang; Jinnan He; Yuxing Han 001; Lixin Fan; Kai Chen 005; Qiang Yang 001 (CoRR, 2023)

Towards Achieving Near-optimal Utility for Privacy-Preserving Federated Learning via Data Generation and Parameter Distortion. - Xiaojin Zhang 002; Kai Chen 005; Qiang Yang 001 (CoRR, 2023)

Theoretically Principled Federated Learning for Balancing Privacy and Utility. - Xiaojin Zhang 002; Wenjie Li 008; Kai Chen 005; Shutao Xia; Qiang Yang 001 (CoRR, 2023)

VERTICES: Efficient Two-Party Vertical Federated Linear Model with TTP-aided Secret Sharing. - Mingxuan Fan; Yilun Jin; Liu Yang 008; Zhenghang Ren; Kai Chen 005 (CoRR, 2023)

Gleam: An RDMA-accelerated Multicast Protocol for Datacenter Networks. - Wenxue Li; Junyi Zhang 005; Gaoxiong Zeng; Yufei Liu; Zilong Wang 007; Chaoliang Zeng; Pengpeng Zhou; Qiaoling Wang; Kai Chen 005 (CoRR, 2023)

Distributed Traffic Engineering in Hybrid Software Defined Networks: A Multi-agent Reinforcement Learning Framework. - Yingya Guo; Qi Tang; Yulong Ma; Han Tian; Kai Chen 005 (CoRR, 2023)

Federated Learning without Full Labels: A Survey. - Yilun Jin; Yang Liu 165; Kai Chen 005; Qiang Tang 001 (IEEE Data Eng. Bull., 2023)

Scalable and Efficient Full-Graph GNN Training for Large Graphs. - Xinchen Wan; Kaiqiang Xu; Xudong Liao; Yilun Jin; Kai Chen 005; Xin Jin 008 (Proc. ACM Manag. Data, 2023)

Enabling Edge-Cloud Video Analytics for Robotics Applications. - Yiding Wang; Weiyan Wang; Duowen Liu; Xin Jin 008; Junchen Jiang; Kai Chen 005 (IEEE Trans. Cloud Comput., 2023)

Enabling ECN for Datacenter Networks With RTT Variations. - Junxue Zhang 001; Wei Bai 001; Kai Chen 005 (IEEE Trans. Cloud Comput., 2023)

No Free Lunch Theorem for Security and Utility in Federated Learning. - Xiaojin Zhang 002; Hanlin Gu; Lixin Fan; Kai Chen 005; Qiang Yang 001 (ACM Trans. Intell. Syst. Technol., 2023)

Unified route representation learning for multi-modal transportation recommendation with spatiotemporal pre-training. - Hao Liu 026; Jindong Han; Yanjie Fu; Yanyan Li; Kai Chen 005; Hui Xiong 001 (VLDB J., 2023)

Exploring the Generalizability of Spatio-Temporal Traffic Prediction: Meta-Modeling and an Analytic Framework. - Leye Wang; Di Chai; Xuanzhe Liu; Liyue Chen; Kai Chen 005 (IEEE Trans. Knowl. Data Eng., 2023)

Federated Clique Percolation for Privacy-preserving Overlapping Community Detection. - Kun Guo 003; Wenzhong Guo; Enjie Ye; Yutong Fang; Jiachen Zheng; Ximeng Liu; Kai Chen 005 (ACM Trans. Intell. Syst. Technol., 2023)

Trading Off Privacy, Utility, and Efficiency in Federated Learning. - Xiaojin Zhang 002; Yan Kang 001; Kai Chen 005; Lixin Fan; Qiang Yang 001 (ACM Trans. Intell. Syst. Technol., 2023)

A One-Pass Clustering Based Sketch Method for Network Monitoring. - Yongquan Fu; Lun An; Siqi Shen; Kai Chen 005; Pere Barlet-Ros (IEEE/ACM Trans. Netw., 2023)

Understanding Communication Characteristics of Distributed Training. - Wenxue Li; Xiangzhou Liu; Yuxuan Li; Yilun Jin; Han Tian; Zhizhen Zhong; Guyue Liu; Ying Zhang 022; Kai Chen 005 (APNet, 2024)

Accelerating Privacy-Preserving Machine Learning With GeniBatch. - Xinyang Huang; Junxue Zhang 001; Xiaodian Cheng; Hong Zhang 025; Yilun Jin; Shuihai Hu; Han Tian; Kai Chen 005 (EuroSys, 2024)

Astraea: Towards Fair and Efficient Learning-based Congestion Control. - Xudong Liao; Han Tian; Chaoliang Zeng; Xinchen Wan; Kai Chen 005 (EuroSys, 2024)

Cepheus: Accelerating Datacenter Applications with High-Performance RoCE-Capable Multicast. - Wenxue Li; Junyi Zhang 005; Yufei Liu; Gaoxiong Zeng; Zilong Wang 007; Chaoliang Zeng; Pengpeng Zhou; Qiaoling Wang; Kai Chen 005 (HPCA, 2024)

Triple-D: Denoising Distant Supervision for High-Quality Data Creation. - Xinyi Zhu; Yongqi Zhang; Lei Chen 002; Kai Chen 005 (ICDE, 2024)

Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models. - Yilun Jin; Zheng Li 018; Chenwei Zhang; Tianyu Cao 001; Yifan Gao 001; Pratik Jayarao; Mao Li; Xin Liu 039; Ritesh Sarkhel; Xianfeng Tang; Haodong Wang; Zhengyang Wang; et al. (NeurIPS, 2024)

Flow Scheduling with Imprecise Knowledge. - Wenxin Li 001; Xin He; Yuan Liu; Keqiu Li; Kai Chen 005; Zhao Ge; Zewei Guan; Heng Qi; Song Zhang 008; Guyue Liu (NSDI, 2024)

Towards Domain-Specific Network Transport for Distributed DNN Training. - Hao Wang 116; Han Tian; Jingrong Chen 004; Xinchen Wan; Jiacheng Xia; Gaoxiong Zeng; Wei Bai 001; Junchen Jiang; Yong Wang 046; Kai Chen 005 (NSDI, 2024)

Accelerating Neural Recommendation Training with Embedding Scheduling. - Chaoliang Zeng; Xudong Liao; Xiaodian Cheng; Han Tian; Xinchen Wan; Hao Wang 116; Kai Chen 005 (NSDI, 2024)

Fast, Scalable, and Accurate Rate Limiter for RDMA NICs. - Zilong Wang 007; Xinchen Wan; Luyang Li; Yijun Sun; Peng Xie; Xin Wei; Qingsong Ning; Junxue Zhang 001; Kai Chen 005 (SIGCOMM, 2024)

Efficient Decentralized Federated Singular Vector Decomposition. - Di Chai; Junxue Zhang 001; Liu Yang 008; Yilun Jin; Leye Wang; Kai Chen 005; Qiang Yang 001 (USENIX ATC, 2024)

Accelerating Secure Collaborative Machine Learning with Protocol-Aware RDMA. - Zhenghang Ren; Mingxuan Fan; Zilong Wang 007; Junxue Zhang 001; Chaoliang Zeng; Zhicong Huang; Cheng Hong 001; Kai Chen 005 (USENIX Security Symposium, 2024)

Towards Fair and Efficient Learning-based Congestion Control. - Xudong Liao; Han Tian; Chaoliang Zeng; Xinchen Wan; Kai Chen 005 (CoRR, 2024)

PackVFL: Efficient HE Packing for Vertical Federated Learning. - Liu Yang 008; Shuowei Cai; Di Chai; Junxue Zhang 001; Han Tian; Yilun Jin; Kun Guo 003; Kai Chen 005; Qiang Yang 001 (CoRR, 2024)

PDSS: A Privacy-Preserving Framework for Step-by-Step Distillation of Large Language Models. - Tao Fan 002; Yan Kang 001; Weijing Chen; Hanlin Gu; Yuanfeng Song; Lixin Fan; Kai Chen 005; Qiang Yang 001 (CoRR, 2024)

Exploiting Student Parallelism for Low-latency GPU Inference of BERT-like Models in Online Services. - Weiyan Wang; Yilun Jin; Yiming Zhang 003; Victor Junqiu Wei; Han Tian; Li Chen 008; Kai Chen 005 (CoRR, 2024)

FedCoLLM: A Parameter-Efficient Federated Co-tuning Framework for Large and Small Language Models. - Tao Fan 002; Yan Kang 001; Guoqiang Ma; Lixin Fan; Kai Chen 005; Qiang Yang 001 (CoRR, 2024)

Privacy-Preserving Multi-Label Propagation Based on Federated Learning. - Kun Guo 003; Dangrun Chen; Qingqing Huang; Fuan Li; Chen Guo; Duanji Wu; Ximeng Liu; Kai Chen 005 (IEEE Trans. Netw. Sci. Eng., 2024)

LiteFlow: Toward High-Performance Adaptive Neural Networks for Kernel Datapath. - Junxue Zhang 001; Chaoliang Zeng; Hong Zhang 025; Shuihai Hu; Kai Chen 005 (IEEE/ACM Trans. Netw., 2024)

Evolutionary Computing Empowered Community Detection in Attributed Networks. - Kun Guo 003; Zhanhong Chen; Zhiyong Yu 001; Kai Chen 005; Wenzhong Guo (IEEE Commun. Mag., 2024)

A Game-theoretic Framework for Privacy-preserving Federated Learning. - Xiaojin Zhang 002; Lixin Fan; Siwei Wang; Wenjie Li 008; Kai Chen 005; Qiang Yang 001 (ACM Trans. Intell. Syst. Technol., 2024)

A Meta-Learning Framework for Tuning Parameters of Protection Mechanisms in Trustworthy Federated Learning. - Xiaojin Zhang 002; Yan Kang 001; Lixin Fan; Kai Chen 005; Qiang Yang 001 (ACM Trans. Intell. Syst. Technol., 2024)

Load Balancing With Multi-Level Signals for Lossless Datacenter Networks. - Jinbin Hu; Chaoliang Zeng; Zilong Wang 007; Junxue Zhang 001; Kun Guo 003; Hong Xu 001; Jiawei Huang 001; Kai Chen 005 (IEEE/ACM Trans. Netw., 2024)

Efficient DRL-Based Congestion Control With Ultra-Low Overhead. - Han Tian; Xudong Liao; Chaoliang Zeng; Decang Sun; Junxue Zhang 001; Kai Chen 005 (IEEE/ACM Trans. Netw., 2024)

Taming the Aggressiveness of Heterogeneous TCP Traffic in Data Center Networks. - Tao Zhang 019; Ran Huang; Jiawei Huang 001; Shaojun Zou; Chang Ruan; Kai Chen 005; Jianxin Wang 001; Geyong Min (IEEE/ACM Trans. Netw., 2024)

Decentralized Scheduling for Data-Parallel Tasks in the Cloud. - Ziyang Li; Dongsheng Li 001; Yingwen Chen 001; Kai Chen 005; Yiming Zhang 003 (ACM Trans. Parallel Comput., 2024)

High-Performance Hardware Acceleration Architecture for Cross-Silo Federated Learning. - Junxue Zhang 001; Xiaodian Cheng; Liu Yang 008; Jinbin Hu; Han Tian; Kai Chen 005 (IEEE Trans. Parallel Distributed Syst., 2024)

A Survey for Federated Learning Evaluations: Goals and Measures. - Di Chai; Leye Wang; Liu Yang 008; Junxue Zhang 001; Kai Chen 005; Qiang Yang 001 (IEEE Trans. Knowl. Data Eng., 2024)

FlowSail: Fine-Grained and Practical Flow Control for Datacenter Networks. - Wenxue Li; Chaoliang Zeng; Jinbin Hu; Kai Chen 005 (IEEE/ACM Trans. Netw., 2024)

SoK: Fully Homomorphic Encryption Accelerators. - Junxue Zhang 001; Xiaodian Cheng; Liu Yang 008; Jinbin Hu; Ximeng Liu; Kai Chen 005 (ACM Comput. Surv., 2024)

Federated Meta Embedding Concept Stock Recommendation. - Zhuoyi Peng; Yi Yang 042; Liu Yang 008; Kai Chen 005 (IEEE Trans. Big Data, 2024)

Optimizing Privacy, Utility, and Efficiency in a Constrained Multi-Objective Federated Learning Framework. - Yan Kang 001; Hanlin Gu; Xingxing Tang; Yuanqin He; Yuzhu Zhang; Jinnan He; Yuxing Han 001; Lixin Fan; Kai Chen 005; Qiang Yang 001 (ACM Trans. Intell. Syst. Technol., 2024)

Distributed Traffic Engineering in Hybrid Software Defined Networks: A Multi-Agent Reinforcement Learning Framework. - Yingya Guo; Bin Lin; Qi Tang; Yulong Ma; Huan Luo 001; Han Tian; Kai Chen 005 (IEEE Trans. Netw. Serv. Manag., 2024)

Semantic-guided Masked Mutual Learning for Multi-modal Brain Tumor Segmentation with Arbitrary Missing Modalities. - Guoyan Liang; Qin Zhou; Zhe Wang; Jingyuan Chen; Lin Gu 001; Chang Yao; Sai Wu; Bingcang Huang; Kai Chen 005 (AAAI, 2025)

Design and Operation of Shared Machine Learning Clusters on Campus. - Kaiqiang Xu; Decang Sun; Hao Wang 116; Zhenghang Ren; Xinchen Wan; Xudong Liao; Zilong Wang 007; Junxue Zhang 001; Kai Chen 005 (ASPLOS (1), 2025)

FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models. - Tao Fan 002; Guoqiang Ma; Yan Kang 001; Hanlin Gu; Yuanfeng Song; Lixin Fan; Kai Chen 005; Qiang Yang 001 (COLING, 2025)

Achieving Fairness Generalizability for Learning-based Congestion Control with Jury. - Han Tian; Xudong Liao; Decang Sun; Chaoliang Zeng; Yilun Jin; Junxue Zhang 001; Xinchen Wan; Zilong Wang 007; Yong Wang 046; Kai Chen 005 (EuroSys, 2025)

eNetSTL: Towards an In-kernel Library for High-Performance eBPF-based Network Functions. - Bin Yang 027; Dian Shen; Junxue Zhang 001; Hanlin Yang; Lunqi Zhao; Beilun Wang; Guyue Liu; Kai Chen 005 (EuroSys, 2025)

Cheetah: Metadata Aggregation for Fast Object Storage without Distributed Ordering. - Yiming Zhang 003; Li Wang 123; Shengyun Liu; Shun Gai; Haonan Wang; Xin Yao; Meiling Wang; Kai Chen 005; Dongsheng Li 001; Jiwu Shu (EuroSys, 2025)

Enabling In-Network Acceleration Over the Cloud. - Hao Wang 116; Decang Sun; Jinbin Hu; Kai Chen 005 (INFOCOM, 2025)

A Generic and Efficient Communication Framework for Message-Level In-Network Computing. - Xinchen Wan; Luyang Li; Han Tian; Xudong Liao; Xinyang Huang; Chaoliang Zeng; Zilong Wang 007; Xinyu Yang; Ke Cheng; Qingsong Ning; Guyue Liu; Layong Luo; et al. (INFOCOM, 2025)

Combating Deep Leakage from Gradients in Cross-Silo Federated Learning with QKD. - Xiaoyu Wang; Yangming Zhao; Chen Tian 001; Kai Chen 005; Qi Li; Kun Yang; Chunming Qiao (INFOCOM, 2025)

GREEN: Carbon-efficient Resource Scheduling for Machine Learning Clusters. - Kaiqiang Xu; Decang Sun; Han Tian; Junxue Zhang 001; Kai Chen 005 (NSDI, 2025)

Enabling Efficient GPU Communication over Multiple NICs with FuseLink. - Zhenghang Ren; Yuxuan Li; Zilong Wang 007; Xinyang Huang; Wenxue Li; Kaiqiang Xu; Xudong Liao; Yijun Sun; Bowen Liu; Han Tian; Junxue Zhang 001; Mingfei Wang; et al. (OSDI, 2025)

FLB: Fine-grained Load Balancing for Lossless Datacenter Networks. - Jinbin Hu; Wenxue Li; Xiangzhou Liu; Junfeng Wang; Bowen Liu; Ping Yin; Jianxin Wang 001; Jiawei Huang 001; Kai Chen 005 (USENIX ATC, 2025)

Accelerating Distributed Graph Learning by Using Collaborative In-Network Multicast and Aggregation. - Zhaoyi Li; Jiawei Huang 001; Yijun Li 002; Jingling Liu; Junxue Zhang 001; Hui Li; Xiaojun Zhu; Shengwen Zhou; Jing Shao; Xiaojuan Lu; Qichen Su; Jianxin Wang 001; et al. (USENIX ATC, 2025)

Towards Optimal Rack-scale μs-level CPU Scheduling through In-Network Workload Shaping. - Xudong Liao; Han Tian; Xinchen Wan; Chaoliang Zeng; Hao Wang 116; Junxue Zhang 001; Mengyu Ma; Guyue Liu; Kai Chen 005 (USENIX ATC, 2025)

Mapping the unseen: Robust IP geolocation through the lens of uncertainty quantification. - Xueting Liu 005; Xiaohan Wang; Chao Li 053; Joojo Walker; Wenxin Tai; Ting Zhong; Yong Wang 046; Fan Zhou 002; Kai Chen 005 (Comput. Networks, 2025)

mFabric: An Efficient and Scalable Fabric for Mixture-of-Experts Training. - Xudong Liao; Yijun Sun; Han Tian; Xinchen Wan; Yilun Jin; Zilong Wang 007; Zhenghang Ren; Xinyang Huang; Wenxue Li; Kin Fai Tse; Zhizhen Zhong; Guyue Liu; et al. (CoRR, 2025)

FLASH-FHE: A Heterogeneous Architecture for Fully Homomorphic Encryption Acceleration. - Junxue Zhang 001; Xiaodian Cheng; Gang Cao; Meng Dai; Yijun Sun; Han Tian; Dian Shen; Yong Wang 046; Kai Chen 005 (CoRR, 2025)

Swift: Rethinking RDMA Control Plane for Elastic Computing. - Junxue Zhang 001; Han Tian; Xinyang Huang; Wenxue Li; Kaiqiang Xu; Dian Shen; Yong Wang 046; Kai Chen 005 (CoRR, 2025)

Enhancing Token Filtering Efficiency in Large Language Model Training with Collider. - Di Chai; Pengbo Li; Feiyuan Zhang; Yilun Jin; Han Tian; Junxue Zhang 001; Kai Chen 005 (CoRR, 2025)

DH-RAG: A Dynamic Historical Context-Powered Retrieval-Augmented Generation Method for Multi-Turn Dialogue. - Feiyuan Zhang; Dezhi Zhu; James Ming; Yilun Jin; Di Chai; Liu Yang 008; Han Tian; Zhaoxin Fan; Kai Chen 005 (CoRR, 2025)

PPC-GPT: Federated Task-Specific Compression of Large Language Models via Pruning and Chain-of-Thought Distillation. - Tao Fan 002; Guoqiang Ma; Yuanfeng Song; Lixin Fan; Kai Chen 005; Qiang Yang 001 (CoRR, 2025)

Sequoia: An Accessible and Extensible Framework for Privacy-Preserving Machine Learning over Distributed Data. - Kaiqiang Xu; Di Chai; Junxue Zhang 001; Fan Lai 001; Kai Chen 005 (Proc. ACM Manag. Data, 2025)