Li Chen

Orcid: 0000-0002-4228-7885

Affiliations:

Zhongguancun Laboratory, Beijing, China
Hong Kong University of Science and Technology, Department of Electronic and Computer Engineering, Hong Kong (former)

According to our database¹, Li Chen authored at least 92 papers between 2012 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Synchronize Only the Immature Parameters: Communication-Efficient Federated Learning By Freezing Parameters Adaptively.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., July, 2024

Delving Into the Devils of Bird's-Eye-View Perception: A Review, Evaluation and Recipe.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., April, 2024

Slim and Fast: Low-Overhead Container Overlay Network With Fast Connection Setup.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2024

Towards Synergistic, Generalized, and Efficient Dual-System for Robotic Manipulation.

[BibT_eX]

[DOI]

CoRR, 2024

Closed-Loop Visuomotor Control with Generative Expectation for Robotic Manipulation.

[BibT_eX]

[DOI]

CoRR, 2024

Pistis-RAG: A Scalable Cascading Framework Towards Trustworthy Retrieval-Augmented Generation.

[BibT_eX]

[DOI]

CoRR, 2024

Learning Manipulation by Predicting Interaction.

[BibT_eX]

[DOI]

CoRR, 2024

Vista: A Generalizable Driving World Model with High Fidelity and Versatile Controllability.

[BibT_eX]

[DOI]

CoRR, 2024

RedTE: Mitigating Subsecond Traffic Bursts with Real-time and Distributed Traffic Engineering.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2024 Conference, 2024

Understanding Route Origin Validation (ROV) Deployment in the Real World and Why MANRS Action 1 Is Not Followed.

[BibT_eX]

[DOI]

Proceedings of the 31st Annual Network and Distributed System Security Symposium, 2024

LaneSegNet: Map Learning with Lane Segment Perception for Autonomous Driving.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Fully Sparse 3D Occupancy Prediction.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Generalized Predictive Model for Autonomous Driving.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

UniSAV: A Unified Framework for Internet-Scale Source Address Validation.

[BibT_eX]

[DOI]

Proceedings of the 2024 Applied Networking Research Workshop, 2024

2023

Fast, Scalable and Robust Centralized Routing for Data Center Networks.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., December, 2023

Cross-Graph Embedding With Trainable Proximity for Graph Alignment.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., December, 2023

HDGT: Heterogeneous Driving Graph Transformer for Multi-Agent Trajectory Prediction via Scene Encoding.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

GIFT: Toward Accurate and Efficient Federated Learning With Gradient-Instructed Frequency Tuning.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., April, 2023

SSA: Microsecond-Level Clock Synchronization Based on Machine Learning for IoT Devices.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2023

DriveLM: Driving with Graph Visual Question Answering.

[BibT_eX]

[DOI]

CoRR, 2023

LanguageMPC: Large Language Models as Decision Makers for Autonomous Driving.

[BibT_eX]

[DOI]

CoRR, 2023

An Empirical Study of NetOps Capability of Pre-Trained Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

End-to-end Autonomous Driving: Challenges and Frontiers.

[BibT_eX]

[DOI]

CoRR, 2023

Road Genome: A Topology Reasoning Benchmark for Scene Understanding in Autonomous Driving.

[BibT_eX]

[DOI]

CoRR, 2023

Topology Reasoning for Driving Scenes.

[BibT_eX]

[DOI]

CoRR, 2023

Policy Pre-training for End-to-end Autonomous Driving via Self-supervised Geometric Modeling.

[BibT_eX]

[DOI]

CoRR, 2023

Seeing the Invisible: Auditing eBPF Programs in Hypervisor with HyperBee.

[BibT_eX]

[DOI]

Yutian Wang

Dan Li

Li Chen

Proceedings of the 1st Workshop on eBPF and Kernel Extensions, 2023

DONS: Fast and Affordable Discrete Event Network Simulation with Automatic Parallelization.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2023 Conference, 2023

Demo: NetVision: Efficient Visualization Front-End for Packet-level Discrete-Event Network Simulation.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2023 Conference, 2023

OpenLane-V2: A Topology Reasoning Benchmark for Unified 3D HD Mapping.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Policy Pre-training for Autonomous Driving via Self-supervised Geometric Modeling.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Scene as Occupancy.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

DriveAdapter: Breaking the Coupling Barrier of Perception and Planning in End-to-End Autonomous Driving.

[BibT_eX]

[DOI]

Patrick Langechuan Liu

Hongyang Li

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Distilling Focal Knowledge from Imperfect Expert for 3D Object Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Think Twice before Driving: Towards Scalable Decoders for End-to-End Autonomous Driving.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Planning-oriented Autonomous Driving.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

ABC: Automatic Bottom-Up Construction of Configuration Knowledge Base for Multi-Vendor Networks.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Cognitive Machine Intelligence, 2023

2022

Goal-oriented Autonomous Driving.

[BibT_eX]

[DOI]

CoRR, 2022

Delving into the Devils of Bird's-eye-view Perception: A Review, Evaluation and Recipe.

[BibT_eX]

[DOI]

CoRR, 2022

Level 2 Autonomous Driving on a Single Device: Diving into the Devils of Openpilot.

[BibT_eX]

[DOI]

CoRR, 2022

Tail Quantile Estimation for Non-Preemptive Priority Queues.

[BibT_eX]

[DOI]

Proceedings of the Winter Simulation Conference, 2022

SOTER: Guarding Black-box Inference for General Neural Networks at the Edge.

[BibT_eX]

[DOI]

Proceedings of the 2022 USENIX Annual Technical Conference, 2022

DeepQueueNet: towards scalable and generalized network performance estimation with packet-level visibility.

[BibT_eX]

[DOI]

Proceedings of the SIGCOMM '22: ACM SIGCOMM 2022 Conference, Amsterdam, The Netherlands, August 22, 2022

Software-defined network assimilation: bridging the last mile towards centralized network configuration management with NAssim.

[BibT_eX]

[DOI]

Proceedings of the SIGCOMM '22: ACM SIGCOMM 2022 Conference, Amsterdam, The Netherlands, August 22, 2022

Trajectory-guided Control Prediction for End-to-end Autonomous Driving: A Simple yet Strong Baseline.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

CRONUS: Fault-isolated, Secure and High-performance Heterogeneous Computing for Trusted Execution Environment.

[BibT_eX]

[DOI]

Proceedings of the 55th IEEE/ACM International Symposium on Microarchitecture, 2022

Cutting Tail Latency in Commodity Datacenters with Cloudburst.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2022, 2022

XTree: Traversal-Based Partitioning for Extreme-Scale Graph Processing on Supercomputers.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

ST-P3: End-to-End Vision-Based Autonomous Driving via Spatial-Temporal Feature Learning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

PersFormer: 3D Lane Detection via Perspective Transformer and the OpenLane Benchmark.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Towards Capturing the Temporal Dynamics for Trajectory Prediction: a Coarse-to-Fine Approach.

[BibT_eX]

[DOI]

Proceedings of the Conference on Robot Learning, 2022

NASPipe: high performance and reproducible pipeline parallel supernet training via causal synchronous parallelism.

[BibT_eX]

[DOI]

Proceedings of the ASPLOS '22: 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Lausanne, Switzerland, 28 February 2022, 2022

2021

Optimizing Tail Latency in Commodity Datacenters using Forward Error Correction.

[BibT_eX]

[DOI]

CoRR, 2021

A Two-Step Fitting Approach of Batch Markovian Arrival Processes for Teletraffic Data.

[BibT_eX]

[DOI]

Proceedings of the Performance Evaluation Methodologies and Tools, 2021

Bidl: A High-throughput, Low-latency Permissioned Blockchain Framework for Datacenter Networks.

[BibT_eX]

[DOI]

Proceedings of the SOSP '21: ACM SIGOPS 28th Symposium on Operating Systems Principles, 2021

LightGuardian: A Full-Visibility, Lightweight, In-band Telemetry System Using Sketchlets.

[BibT_eX]

[DOI]

Proceedings of the 18th USENIX Symposium on Networked Systems Design and Implementation, 2021

Cluster-Reduce: Compressing Sketches for Distributed Data Streams.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Primus: Fast and Robust Centralized Routing for Large-scale Data Center Networks.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE Conference on Computer Communications, 2021

Communication-Efficient Federated Learning with Adaptive Parameter Freezing.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE International Conference on Distributed Computing Systems, 2021

A MAP-based Performance Analysis on 5G-powered Cloud VR Streaming.

[BibT_eX]

[DOI]

Proceedings of the ICC 2021, 2021

Mathematical Model of Scheduler with Semi-Markov Input and Bandwidth Sharing Discipline.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Information Technology, 2021

2020

Incorporating Intra-flow Dependencies and Inter-flow Correlations for Traffic Matrix Prediction.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE/ACM International Symposium on Quality of Service, 2020

Automated Traffic Engineering in SDWAN: Beyond Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Predicting Traffic Demand Matrix by Considering Inter-flow Correlations.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

2018

Programmable Switch as a Parallel Computing Device.

[BibT_eX]

[DOI]

CoRR, 2018

AuTO: scaling deep reinforcement learning for datacenter-scale automatic traffic optimization.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the ACM Special Interest Group on Data Communication, 2018

PowerMan: An Out-of-Band Management Network for Datacenters Using Power Line Communication.

[BibT_eX]

[DOI]

Proceedings of the 15th USENIX Symposium on Networked Systems Design and Implementation, 2018

2017

PIAS: Practical Information-Agnostic Flow Scheduling for Commodity Data Centers.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2017

Towards Zero Copy Dataflows using RDMA.

[BibT_eX]

[DOI]

Proceedings of the Posters and Demos Proceedings of the Conference of the ACM Special Interest Group on Data Communication, 2017

Enabling Wide-Spread Communications on Optical Fabric with MegaSwitch.

[BibT_eX]

[DOI]

Proceedings of the 14th USENIX Symposium on Networked Systems Design and Implementation, 2017

2016

CODA: Toward Automatically Identifying and Scheduling Coflows in the Dark.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016

Scheduling Mix-flows in Commodity Datacenters with Karuna.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016

Enabling ECN in Multi-Service Multi-Queue Data Centers.

[BibT_eX]

[DOI]

Proceedings of the 13th USENIX Symposium on Networked Systems Design and Implementation, 2016

Online flow size prediction for improved network routing.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Network Protocols, 2016

Enabling ECN over Generic Packet Scheduling.

[BibT_eX]

[DOI]

Proceedings of the 12th International on Conference on emerging Networking EXperiments and Technologies, 2016

2015

Information-Agnostic Flow Scheduling for Commodity Data Centers.

[BibT_eX]

[DOI]

Proceedings of the 12th USENIX Symposium on Networked Systems Design and Implementation, 2015

Super-Low Frequency electromagnetic noise processing system based on adaptive filtering.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

FLOWPROPHET: Generic and Accurate Traffic Prediction for Data-Parallel Cluster Computing.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Distributed Computing Systems, 2015

2014

Analysis and design of passive super low frequency detection system.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Hyperspectral remote sensing for coal-bed methane exploration.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Façade reconstruction from oblique areal images.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Passive super-low frequency remote sensing technique for monitoring coal-bed methane reservoirs.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

PIAS: Practical Information-Agnostic Flow Scheduling for Data Center Networks.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM Workshop on Hot Topics in Networks, 2014

BitBill: Scalable, Robust, Verifiable Peer-to-Peer Billing for Cloud Computing.

[BibT_eX]

[DOI]

Li Chen

Kai Chen

Proceedings of the 6th USENIX Workshop on Hot Topics in Cloud Computing, 2014

2013

SALT: Sensing enAbled Localization and Tracking for geolocation database in TV white space.

[BibT_eX]

[DOI]

Li Chen

Tengyi Zhang

Danny H. K. Tsang

Proceedings of the 2013 9th International Wireless Communications and Mobile Computing Conference, 2013

Coal-bed Methane reservoir identification using the natural source Super-Low Frequency remote sensing.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Automatic building extraction from very high resolution satellite imagery using line segment detector.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Integrating remote sensing and Super-Low Frequency electromagnetic technology in exploration of buried faults.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

A method on Coalbed Methane gas content monitoring based on super-low frequency electromagnetic technology.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

The quantitative prediction of Coalbed Methane gas content based on super-low frequency electromagnetic technology.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012

Energy-efficient cooperative sensing scheduling for heterogeneous channel access in Cognitive Radio.

[BibT_eX]

[DOI]

Xiangxia Sun

Li Chen

Danny H. K. Tsang

Proceedings of the 2012 Proceedings IEEE INFOCOM Workshops, 2012

Remote sensing information of mineralizing alteration extraction methods.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Li Chen

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