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Li Chen
ORCID
Publication Activity (10 Years)
Years Active: 2012-2024
Publications (10 Years): 22
Top Topics
Graph Embedding
Reinforcement Learning
Cloud Computing
Data Center
Top Venues
SIGCOMM
NSDI
CoRR
SIGCOMM Posters and Demos
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Publications
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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)