Li Chen

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 22

Top Topics

Graph Embedding

Reinforcement Learning

Cloud Computing

Top Venues

SIGCOMM Posters and Demos

Publications

Tianyu Li, Peijin Jia, Bangjun Wang, Li Chen, Kun Jiang, Junchi Yan, Hongyang Li
LaneSegNet: Map Learning with Lane Segment Perception for Autonomous Driving. ICLR (2024)
Yu Bai, Yukai Miao, Li Chen, Dan Li, Yanyu Ren, Hongtao Xie, Ce Yang, Xuhui Cai
Pistis-RAG: A Scalable Cascading Framework Towards Trustworthy Retrieval-Augmented Generation. CoRR (2024)
Fusheng Lin, Xin Zhang, Guo Chen, Li Chen, Kenli Li, Hongbo Jiang
Slim and Fast: Low-Overhead Container Overlay Network With Fast Connection Setup. IEEE Trans. Cloud Comput. 12 (1) (2024)
Chen Chen, Hong Xu, Wei Wang, Baochun Li, Bo Li, Li Chen, Gong Zhang
Synchronize Only the Immature Parameters: Communication-Efficient Federated Learning By Freezing Parameters Adaptively. IEEE Trans. Parallel Distributed Syst. 35 (7) (2024)
Zhuochen Fan, Yanwei Xu, Peng Liu, Xiaodong Li, Ruwen Zhang, Tong Yang, Wenfei Wu, Yuqing Li, Li Chen, Gong Zhang
SSA: Microsecond-Level Clock Synchronization Based on Machine Learning for IoT Devices. IEEE Trans. Instrum. Meas. 72 (2023)
Yukai Miao, Yu Bai, Li Chen, Dan Li, Haifeng Sun, Xizheng Wang, Ziqiu Luo, Yanyu Ren, Dapeng Sun, Xiuting Xu, Qi Zhang, Chao Xiang, Xinchi Li
An Empirical Study of NetOps Capability of Pre-Trained Large Language Models. CoRR (2023)
Wenlong Ding, Libin Liu, Li Chen, Hong Xu
ABC: Automatic Bottom-Up Construction of Configuration Knowledge Base for Multi-Vendor Networks. CogMI (2023)
Kaihui Gao, Li Chen, Dan Li, Vincent Liu, Xizheng Wang, Ran Zhang, Lu Lu
Demo: NetVision: Efficient Visualization Front-End for Packet-level Discrete-Event Network Simulation. SIGCOMM (2023)
Chen Chen, Hong Xu, Wei Wang, Baochun Li, Bo Li, Li Chen, Gong Zhang
GIFT: Toward Accurate and Efficient Federated Learning With Gradient-Instructed Frequency Tuning. IEEE J. Sel. Areas Commun. 41 (4) (2023)
Kaihui Gao, Li Chen, Dan Li, Vincent Liu, Xizheng Wang, Ran Zhang, Lu Lu
DONS: Fast and Affordable Discrete Event Network Simulation with Automatic Parallelization. SIGCOMM (2023)
Wei Tang, Haifeng Sun, Jingyu Wang, Qi Qi, Huangxun Chen, Li Chen
Cross-Graph Embedding With Trainable Proximity for Graph Alignment. IEEE Trans. Knowl. Data Eng. 35 (12) (2023)
Li Chen, Justinas Lingys, Kai Chen, Feng Liu
AuTO: scaling deep reinforcement learning for datacenter-scale automatic traffic optimization. SIGCOMM (2018)
Li Chen, Ge Chen, Justinas Lingys, Kai Chen
Programmable Switch as a Parallel Computing Device. CoRR (2018)
Li Chen, Jiacheng Xia, Bairen Yi, Kai Chen
PowerMan: An Out-of-Band Management Network for Datacenters Using Power Line Communication. NSDI (2018)
Li Chen, Kai Chen, Zhonghua Zhu, Minlan Yu, George Porter, Chunming Qiao, Shan Zhong
Enabling Wide-Spread Communications on Optical Fabric with MegaSwitch. NSDI (2017)
Bairen Yi, Jiacheng Xia, Li Chen, Kai Chen
Towards Zero Copy Dataflows using RDMA. SIGCOMM Posters and Demos (2017)
Wei Bai, Li Chen, Kai Chen, Dongsu Han, Chen Tian, Hao Wang
PIAS: Practical Information-Agnostic Flow Scheduling for Commodity Data Centers. IEEE/ACM Trans. Netw. 25 (4) (2017)
Hong Zhang, Li Chen, Bairen Yi, Kai Chen, Mosharaf Chowdhury, Yanhui Geng
CODA: Toward Automatically Identifying and Scheduling Coflows in the Dark. SIGCOMM (2016)
Wei Bai, Kai Chen, Li Chen, Changhoon Kim, Haitao Wu
Enabling ECN over Generic Packet Scheduling. CoNEXT (2016)
Wei Bai, Li Chen, Kai Chen, Haitao Wu
Enabling ECN in Multi-Service Multi-Queue Data Centers. NSDI (2016)
Pascal Poupart, Zhitang Chen, Priyank Jaini, Fred Fung, Hengky Susanto, Yanhui Geng, Li Chen, Kai Chen, Hao Jin
Online flow size prediction for improved network routing. ICNP (2016)
Li Chen, Kai Chen, Wei Bai, Mohammad Alizadeh
Scheduling Mix-flows in Commodity Datacenters with Karuna. SIGCOMM (2016)
Wei Bai, Kai Chen, Hao Wang, Li Chen, Dongsu Han, Chen Tian
Information-Agnostic Flow Scheduling for Commodity Data Centers. NSDI (2015)
Hao Wang, Li Chen, Kai Chen, Ziyang Li, Yiming Zhang, Haibing Guan, Zhengwei Qi, Dongsheng Li, Yanhui Geng
FLOWPROPHET: Generic and Accurate Traffic Prediction for Data-Parallel Cluster Computing. ICDCS (2015)
Wei Bai, Li Chen, Kai Chen, Dongsu Han, Chen Tian, Weicheng Sun
PIAS: Practical Information-Agnostic Flow Scheduling for Data Center Networks. HotNets (2014)
Li Chen, Kai Chen
BitBill: Scalable, Robust, Verifiable Peer-to-Peer Billing for Cloud Computing. HotCloud (2014)
Li Chen, Tengyi Zhang, Danny H. K. Tsang
SALT: Sensing enAbled Localization and Tracking for geolocation database in TV white space. IWCMC (2013)
Xiangxia Sun, Li Chen, Danny H. K. Tsang
Energy-efficient cooperative sensing scheduling for heterogeneous channel access in Cognitive Radio. INFOCOM Workshops (2012)