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ORCIDLi Chen 0019
Person information
- affiliation: University of Louisiana at Lafayette, School of Computing and Informatics, Department of Computer Science, Lafayette, LA, USA
- affiliation (PhD 2018): University of Toronto, Department of Electrical and Computer Engineering, Toronto, ON, Canada
Other persons with the same name
- Li Chen — disambiguation page
- Li Chen 0001
![[0000-0002-3769-1488]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-3769-1488")
— University of Saskatchewan, Saskatoon, Canada - Li Chen 0002 — University of the District of Columbia, Washington, USA (and 1 more)
- Li Chen 0003 — Shantou University, Guangdong, China (and 1 more)
- Li Chen 0004 — Microsoft Corporation, Red Hills, Washington, USA (and 1 more)
- Li Chen 0005 — Anhui Normal University, Wuhu, China
- Li Chen 0006 — University of Mannheim, Germany
- Li Chen 0007 — Xiamen University, China
- Li Chen 0008 — Zhongguancun Laboratory, Beijing, China (and 1 more)
- Li Chen 0009 — Hong Kong Baptist University, Department of Computer Science, Hong Kong (and 1 more)
- Li Chen 0010 — Hong Kong University of Science and Technology, Department of Mechanical and Aerospace Engineering, Hong Kong
- Li Chen 0011 — Wuhan University of Science and Technology, School of Computer Science and Technology, China (and 1 more)
- Li Chen 0012 — PLA University of Science & Technology, Institute of Command Automation, Nanjing, China
- Li Chen 0013 — Sun Yat-sen University, Guangzhou, China (and 1 more)
- Li Chen 0014 — Wenzhou Medical University, Department of Psychology, School of Environmental Science and Public Health, China
- Li Chen 0015 — University of Science and Technology of China, Department of Electronic Engineering and Information Science, Hefei, China
- Li Chen 0016 — Worcester Polytechnic Institute, Department of Computer Science, MA, USA
- Li Chen 0017 — Fujitsu R&D Center, Beijing, China
- Li Chen 0018 — Johns Hopkins University School of Medicine, Department of Pathology, Baltimore, MD, USA (and 2 more)
- Li Chen 0020 — University of Washington, Department of Electronic Engineering, Seattle, WA, USA (and 1 more)
- Li Chen 0021 — Shanghai Jiao Tong University, Department of Electronic Engineering, Institute of Image Communication and Network Engineering, China
- Li Chen 0022 — Rutgers University, Department of Chemistry and Chemical Biology, Piscataway, NJ, USA
- Chen Li 0015 (aka: Li Chen 0023) — National University of Defense Technology, Changsha, China
- Li Chen 0024 — Beijing University of Posts and Telecommunications, Wireless Theories and Technologies, China
- Li Chen 0025 — Central South University, School of Geosciences and Info-Physics, Changsha, China
- Li Chen 0026 — Southwest Jiaotong University, Faculty of Geosciences and Environmental Engineering, Chengdu, China
- Li Chen 0027 — University of California, San Diego, CA, USA
- Li Chen 0028 — Carnegie Mellon University, PA, USA (and 1 more)
- Li Chen 0029 — University of Florida, Department of Biostatistics, Gainesville, FL, USA (and 3 more)
- Li Chen 0030 — Cornell University, SC Johnson College of Business, Samuel Curtis Johnson Graduate School of Management, Ithaca, NY, USA
- Li Chen 0031 — Tsinghua University, School of Software, BNRist, Beijing, China (and 1 more)
- Li Chen 0032 — Kyushu University, Faculty of Arts and Science, Japan
- Li Chen 0033 — Microsoft Research Asia, Beijing, China
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Journal Articles
- 2025
[j18]Aodong Chen, Fei Xu, Li Han, Yuan Dong, Li Chen, Zhi Zhou, Fangming Liu:
Opara: Exploiting Operator Parallelism for Expediting DNN Inference on GPUs. IEEE Trans. Computers 74(1): 325-333 (2025)- [j17]Yihe Zhang, Bryce Turney, Purushottam Sigdel, Xu Yuan, Eric Rappin, Adrian Lago, Sytske K. Kimball, Li Chen, Paul J. Darby, Lu Peng, Sercan Aygun, Yazhou Tu, M. Hassan Najafi, Nian-Feng Tzeng:
Regional Weather Variable Predictions by Machine Learning With Near-Surface Observational and Atmospheric Numerical Data. IEEE Trans. Geosci. Remote. Sens. 63: 1-21 (2025) - 2024
- [j16]Jie Lian, Changlai Du, Jiadong Lou, Li Chen, Xu Yuan:
EchoSensor: Fine-grained Ultrasonic Sensing for Smart Home Intrusion Detection. ACM Trans. Sens. Networks 20(1): 10:1-10:24 (2024) - [j15]Jie Lian, Xu Yuan, Jiadong Lou, Li Chen, Hao Wang, Nian-Feng Tzeng:
Room-scale Location Trace Tracking via Continuous Acoustic Waves. ACM Trans. Sens. Networks 20(3): 61:1-61:23 (2024) - [j14]Fei Xu, Xiyue Shen, Shuohao Lin, Li Chen, Zhi Zhou, Fen Xiao, Fangming Liu:
Tetris: Proactive Container Scheduling for Long-Term Load Balancing in Shared Clusters. IEEE Trans. Serv. Comput. 17(5): 2918-2930 (2024) - 2023
- [j13]Fei Xu, Jianian Xu, Jiabin Chen, Li Chen, Ruitao Shang, Zhi Zhou, Fangming Liu:
iGniter: Interference-Aware GPU Resource Provisioning for Predictable DNN Inference in the Cloud. IEEE Trans. Parallel Distributed Syst. 34(3): 812-827 (2023) - 2022
- [j12]Fei Xu, Yiling Qin, Li Chen, Zhi Zhou, Fangming Liu:
λDNN: Achieving Predictable Distributed DNN Training With Serverless Architectures. IEEE Trans. Computers 71(2): 450-463 (2022) - [j11]Li Chen, Shuhao Liu, Baochun Li:
Optimizing Network Transfers for Data Analytic Jobs Across Geo-Distributed Datacenters. IEEE Trans. Parallel Distributed Syst. 33(2): 403-414 (2022) - [j10]Abeda Sultana, Md. Mainul Haque, Li Chen, Fei Xu, Xu Yuan:
Eiffel: Efficient and Fair Scheduling in Adaptive Federated Learning. IEEE Trans. Parallel Distributed Syst. 33(10): 4282-4294 (2022) - [j9]Jananie Jarachanthan, Li Chen, Fei Xu, Bo Li:
Astrea: Auto-Serverless Analytics Towards Cost-Efficiency and QoS-Awareness. IEEE Trans. Parallel Distributed Syst. 33(12): 3833-3849 (2022) - 2021
- [j8]Qiang Qi, Fei Xu, Li Chen, Zhi Zhou:
Rationing bandwidth resources for mitigating network resource contention in distributed DNN training clusters. CCF Trans. High Perform. Comput. 3(2): 171-185 (2021) - [j7]Yeting Guo, Fang Liu, Zhiping Cai, Hui Zeng, Li Chen, Tongqing Zhou, Nong Xiao:
PREFER: Point-of-interest REcommendation with efficiency and privacy-preservation via Federated Edge leaRning. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5(1): 13:1-13:25 (2021) - [j6]Jie Lian, Jiadong Lou, Li Chen, Xu Yuan:
EchoSpot: Spotting Your Locations via Acoustic Sensing. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5(3): 113:1-113:21 (2021) - [j5]Li Chen, Yuan Feng, Baochun Li, Bo Li:
A Case for Pricing Bandwidth: Sharing Datacenter Networks With Cost Dominant Fairness. IEEE Trans. Parallel Distributed Syst. 32(5): 1256-1269 (2021) - 2019
- [j4]Li Chen, Shuhao Liu, Baochun Li, Bo Li:
Scheduling Jobs across Geo-Distributed Datacenters with Max-Min Fairness. IEEE Trans. Netw. Sci. Eng. 6(3): 488-500 (2019) - [j3]Li Chen, Yuan Feng, Baochun Li, Bo Li:
Promenade: Proportionally Fair Multipath Rate Control in Datacenter Networks with Random Network Coding. IEEE Trans. Parallel Distributed Syst. 30(11): 2536-2546 (2019) - 2018
- [j2]Li Chen, Yuan Feng, Baochun Li, Bo Li:
Efficient Performance-Centric Bandwidth Allocation with Fairness Tradeoff. IEEE Trans. Parallel Distributed Syst. 29(8): 1693-1706 (2018) - 2014
- [j1]Li Chen, Baochun Li, Bo Li:
Allocating Bandwidth in Datacenter Networks: A Survey. J. Comput. Sci. Technol. 29(5): 910-917 (2014)
Conference and Workshop Papers
- 2025
- [c36]Md Sirajul Islam, Sanjeev Panta, Fei Xu, Xu Yuan, Li Chen, Nian-Feng Tzeng:
SEAFL: Enhancing Efficiency in Semi-Asynchronous Federated Learning Through Adaptive Aggregation and Selective Training. IPDPS 2025: 509-519 - 2024
- [c35]Simin Javaherian, Sanjeev Panta, Shelby Williams, Md Sirajul Islam, Li Chen:
FedFair3: Unlocking Threefold Fairness in Federated Learning. ICC 2024: 3622-3627 - [c34]Md Sirajul Islam, Simin Javaherian, Fei Xu, Xu Yuan, Li Chen, Nian-Feng Tzeng:
FedClust: Tackling Data Heterogeneity in Federated Learning through Weight-Driven Client Clustering. ICPP 2024: 474-483 - [c33]Shuhao Liu, Li Chen, Yuanzhong Fu:
Periscoping: Private Key Distribution for Large-Scale Mixnets. INFOCOM 2024: 681-690 - [c32]Abeda Sultana, Fei Xu, Xu Yuan, Li Chen, Nian-Feng Tzeng:
Hadar: Heterogeneity-Aware Optimization-Based Online Scheduling for Deep Learning Cluster. IPDPS 2024: 681-691 - [c31]Md Sirajul Islam, Simin Javaherian, Fei Xu, Xu Yuan, Li Chen, Nian-Feng Tzeng:
FedClust: Optimizing Federated Learning on Non-IID Data Through Weight-Driven Client Clustering. IPDPS (Workshops) 2024: 1184-1186 - [c30]Jiabin Chen, Fei Xu, Yikun Gu, Li Chen, Fangming Liu, Zhi Zhou:
HarmonyBatch: Batching multi-SLO DNN Inference with Heterogeneous Serverless Functions. IWQoS 2024: 1-10 - 2023
- [c29]Fudong Lin, Summer Crawford, Kaleb Guillot, Yihe Zhang, Yan Chen, Xu Yuan, Li Chen, Shelby Williams, Robert Minvielle, Xiangming Xiao, Drew Gholson, Nicolas Ashwell, Tri Setiyono, Brenda Tubana, Lu Peng, Magdy A. Bayoumi, Nian-Feng Tzeng:
MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer. ICCV 2023: 5751-5761 - [c28]Jananie Jarachanthan, Li Chen, Fei Xu:
ACTS: Autonomous Cost-Efficient Task Orchestration for Serverless Analytics. IWQoS 2023: 1-10 - [c27]Ruitao Shang, Fei Xu, Zhuoyan Bai, Li Chen, Zhi Zhou, Fangming Liu:
spotDNN: Provisioning Spot Instances for Predictable Distributed DNN Training in the Cloud. IWQoS 2023: 1-10 - [c26]Fudong Lin, Xu Yuan, Yihe Zhang, Purushottam Sigdel, Li Chen, Lu Peng, Nian-Feng Tzeng:
Comprehensive Transformer-Based Model Architecture for Real-World Storm Prediction. ECML/PKDD (7) 2023: 54-71 - 2022
- [c25]Fengzhou Liang, Fang Liu, Tongqing Zhou, Yunhai Wang, Li Chen:
An Interactive Visualization System for Streaming Data Online Exploration. MobiQuitous 2022: 515-534 - 2021
- [c24]Yihe Zhang, Xu Yuan, Jin Li, Jiadong Lou, Li Chen, Nian-Feng Tzeng:
Reverse Attack: Black-box Attacks on Collaborative Recommendation. CCS 2021: 51-68 - [c23]Jananie Jarachanthan, Li Chen, Fei Xu, Bo Li:
AMPS-Inf: Automatic Model Partitioning for Serverless Inference with Cost Efficiency. ICPP 2021: 14:1-14:12 - [c22]Zhenwei Zhang, Qiang Qi, Ruitao Shang, Li Chen, Fei Xu:
Prophet: Speeding up Distributed DNN Training with Predictable Communication Scheduling. ICPP 2021: 69:1-69:11 - [c21]Hao Lan, Li Chen, Baochun Li:
Accelerated Device Placement Optimization with Contrastive Learning. ICPP 2021: 72:1-72:10 - [c20]Hao Lan, Li Chen, Baochun Li:
EAGLE: Expedited Device Placement with Automatic Grouping for Large Models. IPDPS 2021: 599-608 - [c19]Jananie Jarachanthan, Li Chen, Fei Xu, Bo Li:
Astra: Autonomous Serverless Analytics with Cost-Efficiency and QoS-Awareness. IPDPS 2021: 756-765 - [c18]Yihe Zhang, Xu Yuan, Sytske K. Kimball, Eric Rappin, Li Chen, Paul J. Darby III, Tom Johnsten, Lu Peng, Boisy Pitre, David Bourrie, Nian-Feng Tzeng:
Precise Weather Parameter Predictions for Target Regions via Neural Networks. ECML/PKDD (5) 2021: 151-167 - 2020
- [c17]Yihe Zhang, Jiadong Lou, Li Chen, Xu Yuan, Jin Li, Tom Johnsten, Nian-Feng Tzeng:
Towards Poisoning the Neural Collaborative Filtering-Based Recommender Systems. ESORICS (1) 2020: 461-479 - [c16]Yeting Guo, Fang Liu, Zhiping Cai, Li Chen, Nong Xiao:
FEEL: A Federated Edge Learning System for Efficient and Privacy-Preserving Mobile Healthcare. ICPP 2020: 9:1-9:11 - [c15]Abeda Sultana, Li Chen, Fei Xu, Xu Yuan:
E-LAS: Design and Analysis of Completion-Time Agnostic Scheduling for Distributed Deep Learning Cluster. ICPP 2020: 21:1-21:11 - [c14]Jiao Li, Li Chen:
A Concurrent Weighted Communication Scheme for Blockchain Transaction. INFOCOM Workshops 2020: 177-182 - 2019
- [c13]Wujie Shao, Fei Xu, Li Chen, Haoyue Zheng, Fangming Liu:
Stage Delay Scheduling: Speeding up DAG-style Data Analytics Jobs with Resource Interleaving. ICPP 2019: 8:1-8:11 - [c12]Haoyue Zheng, Fei Xu, Li Chen, Zhi Zhou, Fangming Liu:
Cynthia: Cost-Efficient Cloud Resource Provisioning for Predictable Distributed Deep Neural Network Training. ICPP 2019: 86:1-86:11 - 2018
- [c11]Yuanxiang Gao, Li Chen, Baochun Li:
Spotlight: Optimizing Device Placement for Training Deep Neural Networks. ICML 2018: 1662-1670 - [c10]Shuhao Liu, Li Chen, Baochun Li, Aiden Carnegie:
A Hierarchical Synchronous Parallel Model for Wide-Area Graph Analytics. INFOCOM 2018: 531-539 - [c9]Yuanxiang Gao, Li Chen, Baochun Li:
Post: Device Placement with Cross-Entropy Minimization and Proximal Policy Optimization. NeurIPS 2018: 9993-10002 - [c8]Shuhao Liu, Li Chen, Baochun Li:
Siphon: Expediting Inter-Datacenter Coflows in Wide-Area Data Analytics. USENIX ATC 2018: 507-518 - 2017
- [c7]Shuhao Liu, Li Chen, Baochun Li:
Siphon: a high-performance substrate for inter-datacenter transfers in wide-area data analytics. SoCC 2017: 646 - [c6]Li Chen, Shuhao Liu, Baochun Li, Bo Li:
Scheduling jobs across geo-distributed datacenters with max-min fairness. INFOCOM 2017: 1-9 - 2016
- [c5]Li Chen, Baochun Li, Bo Li:
Surviving Failures with Performance-Centric Bandwidth Allocation in Private Datacenters. IC2E 2016: 52-61 - [c4]Li Chen, Baochun Li, Bo Li:
Barrier-Aware Max-Min Fair Bandwidth Sharing and Path Selection in Datacenter Networks. IC2E 2016: 151-160 - [c3]Li Chen, Wei Cui, Baochun Li, Bo Li:
Optimizing coflow completion times with utility max-min fairness. INFOCOM 2016: 1-9 - 2014
- [c2]Li Chen, Yuan Feng, Baochun Li, Bo Li:
Towards performance-centric fairness in datacenter networks. INFOCOM 2014: 1599-1607 - 2012
- [c1]Wei Deng, Fangming Liu, Hai Jin, Xiaofei Liao, Haikun Liu, Li Chen:
Lifetime or energy: Consolidating servers with reliability control in virtualized cloud datacenters. CloudCom 2012: 18-25
Informal and Other Publications
- 2025
- [i11]Simin Javaherian, Bryce Turney, Li Chen, Nian-Feng Tzeng:
Incentive-Compatible Federated Learning with Stackelberg Game Modeling. CoRR abs/2501.02662 (2025) - [i10]Md Sirajul Islam, Sanjeev Panta, Fei Xu, Xu Yuan, Li Chen, Nian-Feng Tzeng:
SEAFL: Enhancing Efficiency in Semi-Asynchronous Federated Learning through Adaptive Aggregation and Selective Training. CoRR abs/2503.05755 (2025) - [i9]Abeda Sultana, Nabin Pakka, Fei Xu, Xu Yuan, Li Chen, Nian-Feng Tzeng:
Resource Heterogeneity-Aware and Utilization-Enhanced Scheduling for Deep Learning Clusters. CoRR abs/2503.10918 (2025) - 2024
- [i8]Simin Javaherian, Sanjeev Panta, Shelby Williams, Md Sirajul Islam, Li Chen:
FedFair^3: Unlocking Threefold Fairness in Federated Learning. CoRR abs/2401.16350 (2024) - [i7]Md Sirajul Islam, Simin Javaherian, Fei Xu, Xu Yuan, Li Chen, Nian-Feng Tzeng:
FedClust: Optimizing Federated Learning on Non-IID Data through Weight-Driven Client Clustering. CoRR abs/2403.04144 (2024) - [i6]Jiabin Chen, Fei Xu, Yikun Gu, Li Chen, Fangming Liu, Zhi Zhou:
HarmonyBatch: Batching multi-SLO DNN Inference with Heterogeneous Serverless Functions. CoRR abs/2405.05633 (2024) - [i5]Md Sirajul Islam, Simin Javaherian, Fei Xu, Xu Yuan, Li Chen, Nian-Feng Tzeng:
FedClust: Tackling Data Heterogeneity in Federated Learning through Weight-Driven Client Clustering. CoRR abs/2407.07124 (2024) - [i4]Yihe Zhang, Bryce Turney, Purushottam Sigdel, Xu Yuan, Eric Rappin, Adrian Lago, Sytske K. Kimball, Li Chen, Paul J. Darby III, Lu Peng, Sercan Aygun, Yazhou Tu, M. Hassan Najafi, Nian-Feng Tzeng:
Regional Weather Variable Predictions by Machine Learning with Near-Surface Observational and Atmospheric Numerical Data. CoRR abs/2412.10450 (2024) - 2023
- [i3]Fudong Lin, Summer Crawford, Kaleb Guillot, Yihe Zhang, Yan Chen, Xu Yuan, Li Chen, Shelby Williams, Robert Minvielle, Xiangming Xiao, Drew Gholson, Nicolas Ashwell, Tri Setiyono, Brenda Tubana, Lu Peng, Magdy A. Bayoumi, Nian-Feng Tzeng:
MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer. CoRR abs/2309.09067 (2023) - [i2]Aodong Chen, Fei Xu, Li Han, Yuan Dong, Li Chen, Zhi Zhou, Fangming Liu:
Opara: Exploiting Operator Parallelism for Expediting DNN Inference on GPUs. CoRR abs/2312.10351 (2023) - 2022
- [i1]Fei Xu, Jianian Xu, Jiabin Chen, Li Chen, Ruitao Shang, Zhi Zhou, Fangming Liu:
iGniter: Interference-Aware GPU Resource Provisioning for Predictable DNN Inference in the Cloud. CoRR abs/2211.01713 (2022)
Coauthor Index
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