Kai Chen

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 135

Top Venues

CoRR

IEEE/ACM Trans. Netw.

INFOCOM

NSDI

Publications

Tao Fan, Yan Kang, Weijing Chen, Hanlin Gu, Yuanfeng Song, Lixin Fan, Kai Chen, Qiang Yang
PDSS: A Privacy-Preserving Framework for Step-by-Step Distillation of Large Language Models. CoRR (2024)
Wenxue Li, Junyi Zhang, Yufei Liu, Gaoxiong Zeng, Zilong Wang, Chaoliang Zeng, Pengpeng Zhou, Qiaoling Wang, Kai Chen
Cepheus: Accelerating Datacenter Applications with High-Performance RoCE-Capable Multicast. HPCA (2024)
Junxue Zhang, Xiaodian Cheng, Liu Yang, Jinbin Hu, Han Tian, Kai Chen
High-Performance Hardware Acceleration Architecture for Cross-Silo Federated Learning. IEEE Trans. Parallel Distributed Syst. 35 (8) (2024)
Zhenghang Ren, Mingxuan Fan, Zilong Wang, Junxue Zhang, Chaoliang Zeng, Zhicong Huang, Cheng Hong, Kai Chen
Accelerating Secure Collaborative Machine Learning with Protocol-Aware RDMA. USENIX Security Symposium (2024)
Xiaojin Zhang, Yan Kang, Lixin Fan, Kai Chen, Qiang Yang
A Meta-Learning Framework for Tuning Parameters of Protection Mechanisms in Trustworthy Federated Learning. ACM Trans. Intell. Syst. Technol. 15 (3) (2024)
Kun Guo, Dangrun Chen, Qingqing Huang, Fuan Li, Chen Guo, Duanji Wu, Ximeng Liu, Kai Chen
Privacy-Preserving Multi-Label Propagation Based on Federated Learning. IEEE Trans. Netw. Sci. Eng. 11 (1) (2024)
Jinbin Hu, Chaoliang Zeng, Zilong Wang, Junxue Zhang, Kun Guo, Hong Xu, Jiawei Huang, Kai Chen
Load Balancing With Multi-Level Signals for Lossless Datacenter Networks. IEEE/ACM Trans. Netw. 32 (3) (2024)
Di Chai, Junxue Zhang, Liu Yang, Yilun Jin, Leye Wang, Kai Chen, Qiang Yang
Efficient Decentralized Federated Singular Vector Decomposition. USENIX ATC (2024)
Junxue Zhang, Chaoliang Zeng, Hong Zhang, Shuihai Hu, Kai Chen
LiteFlow: Toward High-Performance Adaptive Neural Networks for Kernel Datapath. IEEE/ACM Trans. Netw. 32 (1) (2024)
Xinyang Huang, Junxue Zhang, Xiaodian Cheng, Hong Zhang, Yilun Jin, Shuihai Hu, Han Tian, Kai Chen
Accelerating Privacy-Preserving Machine Learning With GeniBatch. EuroSys (2024)
Han Tian, Xudong Liao, Chaoliang Zeng, Decang Sun, Junxue Zhang, Kai Chen
Efficient DRL-Based Congestion Control With Ultra-Low Overhead. IEEE/ACM Trans. Netw. 32 (3) (2024)
Chaoliang Zeng, Xudong Liao, Xiaodian Cheng, Han Tian, Xinchen Wan, Hao Wang, Kai Chen
Accelerating Neural Recommendation Training with Embedding Scheduling. NSDI (2024)
Xudong Liao, Han Tian, Chaoliang Zeng, Xinchen Wan, Kai Chen
Astraea: Towards Fair and Efficient Learning-based Congestion Control. EuroSys (2024)
Xudong Liao, Han Tian, Chaoliang Zeng, Xinchen Wan, Kai Chen
Towards Fair and Efficient Learning-based Congestion Control. CoRR (2024)
Hao Wang, Han Tian, Jingrong Chen, Xinchen Wan, Jiacheng Xia, Gaoxiong Zeng, Wei Bai, Junchen Jiang, Yong Wang, Kai Chen
Towards Domain-Specific Network Transport for Distributed DNN Training. NSDI (2024)
Wenxue Li, Xiangzhou Liu, Yuxuan Li, Yilun Jin, Han Tian, Zhizhen Zhong, Guyue Liu, Ying Zhang, Kai Chen
Understanding Communication Characteristics of Distributed Training. APNet (2024)
Wenxin Li, Xin He, Yuan Liu, Keqiu Li, Kai Chen, Zhao Ge, Zewei Guan, Heng Qi, Song Zhang, Guyue Liu
Flow Scheduling with Imprecise Knowledge. NSDI (2024)
Tao Fan, Guoqiang Ma, Yan Kang, Hanlin Gu, Yuanfeng Song, Lixin Fan, Kai Chen, Qiang Yang
FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models. CoRR (2024)
Tao Zhang, Ran Huang, Jiawei Huang, Shaojun Zou, Chang Ruan, Kai Chen, Jianxin Wang, Geyong Min
Taming the Aggressiveness of Heterogeneous TCP Traffic in Data Center Networks. IEEE/ACM Trans. Netw. 32 (3) (2024)
Liu Yang, Shuowei Cai, Di Chai, Junxue Zhang, Han Tian, Yilun Jin, Kun Guo, Kai Chen, Qiang Yang
PackVFL: Efficient HE Packing for Vertical Federated Learning. CoRR (2024)
Zilong Wang, Xinchen Wan, Luyang Li, Yijun Sun, Peng Xie, Xin Wei, Qingsong Ning, Junxue Zhang, Kai Chen
Fast, Scalable, and Accurate Rate Limiter for RDMA NICs. SIGCOMM (2024)
Kun Guo, Zhanhong Chen, Zhiyong Yu, Kai Chen, Wenzhong Guo
Evolutionary Computing Empowered Community Detection in Attributed Networks. IEEE Commun. Mag. 62 (5) (2024)
Ziyang Li, Dongsheng Li, Yingwen Chen, Kai Chen, Yiming Zhang
Decentralized Scheduling for Data-Parallel Tasks in the Cloud. ACM Trans. Parallel Comput. 11 (2) (2024)
Xiaojin Zhang, Lixin Fan, Siwei Wang, Wenjie Li, Kai Chen, Qiang Yang
A Game-theoretic Framework for Privacy-preserving Federated Learning. ACM Trans. Intell. Syst. Technol. 15 (3) (2024)
Wenxin Tai, Bin Chen, Ting Zhong, Yong Wang, Kai Chen, Fan Zhou
RIPGeo: Robust Street-Level IP Geolocation. MDM (2023)
Zilong Wang, Xinchen Wan, Chaoliang Zeng, Kai Chen
Accurate and Scalable Rate Limiter for RDMA NICs. APNet (2023)
Xiaojin Zhang, Wenjie Li, Kai Chen, Shutao Xia, Qiang Yang
Theoretically Principled Federated Learning for Balancing Privacy and Utility. CoRR (2023)
Xiaojin Zhang, Yan Kang, Kai Chen, Lixin Fan, Qiang Yang
Trading Off Privacy, Utility, and Efficiency in Federated Learning. ACM Trans. Intell. Syst. Technol. 14 (6) (2023)
Zilong Wang, Layong Luo, Qingsong Ning, Chaoliang Zeng, Wenxue Li, Xinchen Wan, Peng Xie, Tao Feng, Ke Cheng, Xiongfei Geng, Tianhao Wang, Weicheng Ling, Kejia Huo, Pingbo An, Kui Ji, Shideng Zhang, Bin Xu, Ruiqing Feng, Tao Ding, Kai Chen, Chuanxiong Guo
SRNIC: A Scalable Architecture for RDMA NICs. NSDI (2023)
Leye Wang, Di Chai, Xuanzhe Liu, Liyue Chen, Kai Chen
Exploring the Generalizability of Spatio-Temporal Traffic Prediction: Meta-Modeling and an Analytic Framework. IEEE Trans. Knowl. Data Eng. 35 (4) (2023)
Di Chai, Leye Wang, Liu Yang, Junxue Zhang, Kai Chen, Qiang Yang
A Survey for Federated Learning Evaluations: Goals and Measures. CoRR (2023)
Yongquan Fu, Lun An, Siqi Shen, Kai Chen, Pere Barlet-Ros
A One-Pass Clustering Based Sketch Method for Network Monitoring. IEEE/ACM Trans. Netw. 31 (6) (2023)
Junxue Zhang, Wei Bai, Kai Chen
Enabling ECN for Datacenter Networks With RTT Variations. IEEE Trans. Cloud Comput. 11 (3) (2023)
Hao Liu, Jindong Han, Yanjie Fu, Yanyan Li, Kai Chen, Hui Xiong
Unified route representation learning for multi-modal transportation recommendation with spatiotemporal pre-training. VLDB J. 32 (2) (2023)
Yilun Jin, Yang Liu, Kai Chen, Qiang Tang
Federated Learning without Full Labels: A Survey. IEEE Data Eng. Bull. 46 (1) (2023)
Kun Guo, Wenzhong Guo, Enjie Ye, Yutong Fang, Jiachen Zheng, Ximeng Liu, Kai Chen
Federated Clique Percolation for Privacy-preserving Overlapping Community Detection. ACM Trans. Intell. Syst. Technol. 14 (4) (2023)
Yiding Wang, Weiyan Wang, Duowen Liu, Xin Jin, Junchen Jiang, Kai Chen
Enabling Edge-Cloud Video Analytics for Robotics Applications. IEEE Trans. Cloud Comput. 11 (2) (2023)
Kun Guo, Yutong Fang, Qingqing Huang, Yuting Liang, Ziyao Zhang, Wenyu He, Liu Yang, Kai Chen, Ximeng Liu, Wenzhong Guo
Globally Consistent Federated Graph Autoencoder for Non-IID Graphs. IJCAI (2023)
Wenxue Li, Chaoliang Zeng, Jinbin Hu, Kai Chen
Scaling Switch-driven Flow Control with Aquarius. APNet (2023)
Xiaojin Zhang, Hanlin Gu, Lixin Fan, Kai Chen, Qiang Yang
No Free Lunch Theorem for Security and Utility in Federated Learning. ACM Trans. Intell. Syst. Technol. 14 (1) (2023)
Junxue Zhang, Xiaodian Cheng, Wei Wang, Liu Yang, Jinbin Hu, Kai Chen
FLASH: Towards a High-performance Hardware Acceleration Architecture for Cross-silo Federated Learning. NSDI (2023)
Yilun Jin, Kai Chen, Qiang Yang
Transferable Graph Structure Learning for Graph-based Traffic Forecasting Across Cities. KDD (2023)
Wenxin Tai, Bin Chen, Fan Zhou, Ting Zhong, Goce Trajcevski, Yong Wang, Kai Chen
TrustGeo: Uncertainty-Aware Dynamic Graph Learning for Trustworthy IP Geolocation. KDD (2023)
Xinchen Wan, Kaiqiang Xu, Xudong Liao, Yilun Jin, Kai Chen, Xin Jin
Scalable and Efficient Full-Graph GNN Training for Large Graphs. Proc. ACM Manag. Data 1 (2) (2023)
Mingxuan Fan, Yilun Jin, Liu Yang, Zhenghang Ren, Kai Chen
VERTICES: Efficient Two-Party Vertical Federated Linear Model with TTP-aided Secret Sharing. CoRR (2023)
Yiqing Ma, Hao Wang, Yiming Zhang, Kai Chen
AutoByte: Automatic Configuration for Optimal Communication Scheduling in DNN Training. INFOCOM (2022)
Xinchen Wan, Kai Chen, Yiming Zhang
DGS: Communication-Efficient Graph Sampling for Distributed GNN Training. ICNP (2022)
Yiqing Ma, Han Tian, Xudong Liao, Junxue Zhang, Weiyan Wang, Kai Chen, Xin Jin
Multi-objective congestion control. EuroSys (2022)
Junxue Zhang, Xiaodian Cheng, Liu Yang, Jinbin Hu, Ximeng Liu, Kai Chen
SoK: Fully Homomorphic Encryption Accelerators. CoRR (2022)
Shuowei Cai, Di Chai, Liu Yang, Junxue Zhang, Yilun Jin, Leye Wang, Kun Guo, Kai Chen
Secure Forward Aggregation for Vertical Federated Neural Networks. FL@IJCAI (2022)
Shuowei Cai, Di Chai, Liu Yang, Junxue Zhang, Yilun Jin, Leye Wang, Kun Guo, Kai Chen
Secure Forward Aggregation for Vertical Federated Neural Networks. CoRR (2022)
Xiaojin Zhang, Yan Kang, Kai Chen, Lixin Fan, Qiang Yang
Trading Off Privacy, Utility and Efficiency in Federated Learning. CoRR (2022)
Chaoliang Zeng, Layong Luo, Qingsong Ning, Yaodong Han, Yuhang Jiang, Ding Tang, Zilong Wang, Kai Chen, Chuanxiong Guo
FAERY: An FPGA-accelerated Embedding-based Retrieval System. OSDI (2022)
Gaoxiong Zeng, Wei Bai, Ge Chen, Kai Chen, Dongsu Han, Yibo Zhu, Lei Cui
Congestion Control for Cross-Datacenter Networks. IEEE/ACM Trans. Netw. 30 (5) (2022)
Xiaojin Zhang, Hanlin Gu, Lixin Fan, Kai Chen, Qiang Yang
No Free Lunch Theorem for Security and Utility in Federated Learning. CoRR (2022)
Liu Yang, Junxue Zhang, Di Chai, Leye Wang, Kun Guo, Kai Chen, Qiang Yang
Practical and Secure Federated Recommendation with Personalized Mask. FL@IJCAI (2022)
Di Chai, Leye Wang, Kai Chen, Qiang Yang
Efficient Federated Matrix Factorization Against Inference Attacks. ACM Trans. Intell. Syst. Technol. 13 (4) (2022)
Yiding Wang, Decang Sun, Kai Chen, Fan Lai, Mosharaf Chowdhury
Efficient DNN Training with Knowledge-Guided Layer Freezing. CoRR (2022)
Han Tian, Chaoliang Zeng, Zhenghang Ren, Di Chai, Junxue Zhang, Kai Chen, Qiang Yang
Sphinx: Enabling Privacy-Preserving Online Learning over the Cloud. IEEE Symposium on Security and Privacy (2022)
Han Tian, Xudong Liao, Chaoliang Zeng, Junxue Zhang, Kai Chen
Spine: an efficient DRL-based congestion control with ultra-low overhead. CoNEXT (2022)
Yilun Jin, Kai Chen, Qiang Yang
Selective Cross-City Transfer Learning for Traffic Prediction via Source City Region Re-Weighting. KDD (2022)
Di Chai, Leye Wang, Junxue Zhang, Liu Yang, Shuowei Cai, Kai Chen, Qiang Yang
Practical Lossless Federated Singular Vector Decomposition over Billion-Scale Data. KDD (2022)
Chaoliang Zeng, Layong Luo, Teng Zhang, Zilong Wang, Luyang Li, Wenchen Han, Nan Chen, Lebing Wan, Lichao Liu, Zhipeng Ding, Xiongfei Geng, Tao Feng, Feng Ning, Kai Chen, Chuanxiong Guo
Tiara: A Scalable and Efficient Hardware Acceleration Architecture for Stateful Layer-4 Load Balancing. NSDI (2022)
Zhenghang Ren, Liu Yang, Kai Chen
Improving Availability of Vertical Federated Learning: Relaxing Inference on Non-overlapping Data. ACM Trans. Intell. Syst. Technol. 13 (4) (2022)
Shuihai Hu, Gaoxiong Zeng, Wei Bai, Zilong Wang, Baochen Qiao, Kai Chen, Kun Tan, Yi Wang
Aeolus: A Building Block for Proactive Transport in Datacenter Networks. IEEE/ACM Trans. Netw. 30 (2) (2022)
Weiyan Wang, Cengguang Zhang, Liu Yang, Kai Chen, Kun Tan
Addressing Network Bottlenecks with Divide-and-Shuffle Synchronization for Distributed DNN Training. INFOCOM (2022)
Kaiqiang Xu, Xinchen Wan, Hao Wang, Zhenghang Ren, Xudong Liao, Decang Sun, Chaoliang Zeng, Kai Chen
TACC: A Full-stack Cloud Computing Infrastructure for Machine Learning Tasks. CoRR (2021)
Shuihai Hu, Wei Bai, Kai Chen, Chen Tian, Ying Zhang, Haitao Wu
Providing Bandwidth Guarantees, Work Conservation and Low Latency Simultaneously in the Cloud. IEEE Trans. Cloud Comput. 9 (2) (2021)
Cengguang Zhang, Junxue Zhang, Di Chai, Kai Chen
Aegis: A Trusted, Automatic and Accurate Verification Framework for Vertical Federated Learning. CoRR (2021)
Yuchao Zhang, Xiaohui Nie, Junchen Jiang, Wendong Wang, Ke Xu, Youjian Zhao, Martin J. Reed, Kai Chen, Haiyang Wang, Guang Yao
BDS+: An Inter-Datacenter Data Replication System With Dynamic Bandwidth Separation. IEEE/ACM Trans. Netw. 29 (2) (2021)
Yiding Wang, Weiyan Wang, Duowen Liu, Xin Jin, Junchen Jiang, Kai Chen
Enabling Edge-Cloud Video Analytics for Robotics Applications. INFOCOM (2021)
Yiqing Ma, Han Tian, Xudong Liao, Junxue Zhang, Weiyan Wang, Kai Chen, Xin Jin
Multi-Objective Congestion Control. CoRR (2021)
Wei Bai, Shuihai Hu, Kai Chen, Kun Tan, Yongqiang Xiong
One More Config is Enough: Saving (DC)TCP for High-Speed Extremely Shallow-Buffered Datacenters. IEEE/ACM Trans. Netw. 29 (2) (2021)
Shuhao Liu, Hong Xu, Libin Liu, Wei Bai, Kai Chen, Zhiping Cai
RepNet: Cutting Latency with Flow Replication in Data Center Networks. IEEE Trans. Serv. Comput. 14 (1) (2021)
Yongquan Fu, Lun An, Siqi Shen, Kai Chen, Pere Barlet-Ros
Jellyfish: Locality-Sensitive Subflow Sketching. INFOCOM (2021)
Yiqing Ma, Hao Wang, Yiming Zhang, Kai Chen
Automatic Configuration for Optimal Communication Scheduling in DNN Training. CoRR (2021)
Xiaodian Cheng, Wanhang Lu, Xinyang Huang, Shuihai Hu, Kai Chen
HAFLO: GPU-Based Acceleration for Federated Logistic Regression. CoRR (2021)
Di Chai, Leye Wang, Kai Chen, Qiang Yang
Secure Federated Matrix Factorization. IEEE Intell. Syst. 36 (5) (2021)
Wenxin Li, Duowen Liu, Kai Chen, Keqiu Li, Heng Qi
Hone: Mitigating Stragglers in Distributed Stream Processing With Tuple Scheduling. IEEE Trans. Parallel Distributed Syst. 32 (8) (2021)
Di Chai, Leye Wang, Lianzhi Fu, Junxue Zhang, Kai Chen, Qiang Yang
Federated Singular Vector Decomposition. CoRR (2021)
Zhaoxiong Yang, Shuihai Hu, Kai Chen
FPGA-Based Hardware Accelerator of Homomorphic Encryption for Efficient Federated Learning. CoRR (2020)
Tao Zhang, Jiawei Huang, Kai Chen, Jianxin Wang, Jianer Chen, Yi Pan, Geyong Min
Rethinking Fast and Friendly Transport in Data Center Networks. IEEE/ACM Trans. Netw. 28 (5) (2020)
Xinchen Wan, Hong Zhang, Hao Wang, Shuihai Hu, Junxue Zhang, Kai Chen
RAT - Resilient Allreduce Tree for Distributed Machine Learning. APNet (2020)
Hao Wang, Jingrong Chen, Xinchen Wan, Han Tian, Jiacheng Xia, Gaoxiong Zeng, Weiyan Wang, Kai Chen, Wei Bai, Junchen Jiang
Domain-specific Communication Optimization for Distributed DNN Training. CoRR (2020)
Weiyan Wang, Cengguang Zhang, Liu Yang, Jiacheng Xia, Kai Chen, Kun Tan
Divide-and-Shuffle Synchronization for Distributed Machine Learning. CoRR (2020)
Yongquan Fu, Dongsheng Li, Siqi Shen, Yiming Zhang, Kai Chen
Clustering-preserving Network Flow Sketching. INFOCOM (2020)
Liu Yang, Bo Liu, Leyu Lin, Feng Xia, Kai Chen, Qiang Yang
Exploring Clustering of Bandits for Online Recommendation System. RecSys (2020)
Wei Bai, Shuihai Hu, Kai Chen, Kun Tan, Yongqiang Xiong
One More Config is Enough: Saving (DC)TCP for High-speed Extremely Shallow-buffered Datacenters. INFOCOM (2020)
Shuihai Hu, Wei Bai, Gaoxiong Zeng, Zilong Wang, Baochen Qiao, Kai Chen, Kun Tan, Yi Wang
Aeolus: A Building Block for Proactive Transport in Datacenters. SIGCOMM (2020)
Huiba Li, Yiming Zhang, Dongsheng Li, Zhiming Zhang, Shengyun Liu, Peng Huang, Zheng Qin, Kai Chen, Yongqiang Xiong
URSA: Hybrid Block Storage for Cloud-Scale Virtual Disks. EuroSys (2019)
Jiacheng Xia, Gaoxiong Zeng, Junxue Zhang, Weiyan Wang, Wei Bai, Junchen Jiang, Kai Chen
Rethinking Transport Layer Design for Distributed Machine Learning. APNet (2019)
Shuihai Hu, Yibo Zhu, Peng Cheng, Chuanxiong Guo, Kun Tan, Jitendra Padhye, Kai Chen
Tagger: Practical PFC Deadlock Prevention in Data Center Networks. IEEE/ACM Trans. Netw. 27 (2) (2019)
Junxue Zhang, Wei Bai, Kai Chen
Enabling ECN for datacenter networks with RTT variations. CoNEXT (2019)
Yiding Wang, Weiyan Wang, Junxue Zhang, Junchen Jiang, Kai Chen
Bridging the Edge-Cloud Barrier for Real-time Advanced Vision Analytics. HotCloud (2019)
Yongquan Fu, Dongsheng Li, Siqi Shen, Yiming Zhang, Kai Chen
Resilient Disaggregated Network Flow Monitoring. SIGCOMM Posters and Demos (2019)
Gaoxiong Zeng, Wei Bai, Ge Chen, Kai Chen, Dongsu Han, Yibo Zhu, Lei Cui
Congestion Control for Cross-Datacenter Networks. ICNP (2019)
Qinghe Jing, Weiyan Wang, Junxue Zhang, Han Tian, Kai Chen
Quantifying the Performance of Federated Transfer Learning. CoRR (2019)
Hong Zhang, Kai Chen, Mosharaf Chowdhury
Pas de deux: Shape the Circuits, and Shape the Apps too! APNet (2018)
Zhuotao Liu, Kai Chen, Haitao Wu, Shuihai Hu, Yih-Chun Hu, Yi Wang, Gong Zhang
Enabling Work-Conserving Bandwidth Guarantees for Multi-Tenant Datacenters via Dynamic Tenant-Queue Binding. INFOCOM (2018)
Li Chen, Justinas Lingys, Kai Chen, Feng Liu
AuTO: scaling deep reinforcement learning for datacenter-scale automatic traffic optimization. SIGCOMM (2018)

Kai Chen.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Kai Chen