Li Chen

68 papers A* 9A 4B 13C 2Journal 31Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Revisiting the Seasonal Trend Decomposition for Enhanced Time Series Forecasting.
CoRR
Sanjeev Panta, Xu Yuan, Li Chen, Nian-Feng Tzeng
2026 J jnl
SSE-TSR: An Approach to Integrate Secondary Structure Elements Into Triangular Spatial Relationships for Protein Classification.
IEEE Trans. Comput. Biol. Bioinform.
Poorya Khajouie, Titli Sarkar, Krishna Rauniyar, Li Chen, Wu Xu, Vijay Raghavan
2025 — conf
Digital Twin-Aided Municipal Traffic Control.
SUMO
Reeti Pradhananga, Shelby Williams, Sercan Aygun, Li Chen, Yazhou Tu, Whitney Crow, Sathyanarayanan Aakur, Nian-Feng Tzeng
2025 J jnl
Incentive-Compatible Federated Learning with Stackelberg Game Modeling.
CoRR
Simin Javaherian, Bryce Turney, Li Chen, Nian-Feng Tzeng
2025 J jnl
Opara: Exploiting Operator Parallelism for Expediting DNN Inference on GPUs.
IEEE Trans. Computers
Aodong Chen, Fei Xu, Li Han, Yuan Dong, Li Chen, Zhi Zhou, Fangming Liu
2025 J jnl
Regional Weather Variable Predictions by Machine Learning With Near-Surface Observational and Atmospheric Numerical Data.
IEEE Trans. Geosci. Remote. Sens.
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
2025 J jnl
Resource Heterogeneity-Aware and Utilization-Enhanced Scheduling for Deep Learning Clusters.
CoRR
Abeda Sultana, Nabin Pakka, Fei Xu, Xu Yuan, Li Chen, Nian-Feng Tzeng
2025 A conf
SEAFL: Enhancing Efficiency in Semi-Asynchronous Federated Learning Through Adaptive Aggregation and Selective Training.
IPDPS
Md Sirajul Islam, Sanjeev Panta, Fei Xu, Xu Yuan, Li Chen, Nian-Feng Tzeng
2025 J jnl
SEAFL: Enhancing Efficiency in Semi-Asynchronous Federated Learning through Adaptive Aggregation and Selective Training.
CoRR
Md Sirajul Islam, Sanjeev Panta, Fei Xu, Xu Yuan, Li Chen, Nian-Feng Tzeng
2024 J jnl
EchoSensor: Fine-grained Ultrasonic Sensing for Smart Home Intrusion Detection.
ACM Trans. Sens. Networks
Jie Lian, Changlai Du, Jiadong Lou, Li Chen, Xu Yuan
2024 — conf
FedClust: Optimizing Federated Learning on Non-IID Data Through Weight-Driven Client Clustering.
IPDPS (Workshops)
Md Sirajul Islam, Simin Javaherian, Fei Xu, Xu Yuan, Li Chen, Nian-Feng Tzeng
2024 J jnl
FedClust: Optimizing Federated Learning on Non-IID Data through Weight-Driven Client Clustering.
CoRR
Md Sirajul Islam, Simin Javaherian, Fei Xu, Xu Yuan, Li Chen, Nian-Feng Tzeng
2024 B conf
FedClust: Tackling Data Heterogeneity in Federated Learning through Weight-Driven Client Clustering.
ICPP
Md Sirajul Islam, Simin Javaherian, Fei Xu, Xu Yuan, Li Chen, Nian-Feng Tzeng
2024 J jnl
FedClust: Tackling Data Heterogeneity in Federated Learning through Weight-Driven Client Clustering.
CoRR
Md Sirajul Islam, Simin Javaherian, Fei Xu, Xu Yuan, Li Chen, Nian-Feng Tzeng
2024 — conf
FedFair
ICC
Simin Javaherian, Sanjeev Panta, Shelby Williams, Md Sirajul Islam, Li Chen
2024 J jnl
FedFair^3: Unlocking Threefold Fairness in Federated Learning.
CoRR
Simin Javaherian, Sanjeev Panta, Shelby Williams, Md Sirajul Islam, Li Chen
2024 A conf
Hadar: Heterogeneity-Aware Optimization-Based Online Scheduling for Deep Learning Cluster.
IPDPS
Abeda Sultana, Fei Xu, Xu Yuan, Li Chen, Nian-Feng Tzeng
2024 B conf
HarmonyBatch: Batching multi-SLO DNN Inference with Heterogeneous Serverless Functions.
IWQoS
Jiabin Chen, Fei Xu, Yikun Gu, Li Chen, Fangming Liu, Zhi Zhou
2024 J jnl
HarmonyBatch: Batching multi-SLO DNN Inference with Heterogeneous Serverless Functions.
CoRR
Jiabin Chen, Fei Xu, Yikun Gu, Li Chen, Fangming Liu, Zhi Zhou
2024 A* conf
Periscoping: Private Key Distribution for Large-Scale Mixnets.
INFOCOM
Shuhao Liu, Li Chen, Yuanzhong Fu
2024 J jnl
Regional Weather Variable Predictions by Machine Learning with Near-Surface Observational and Atmospheric Numerical Data.
CoRR
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
2024 J jnl
Room-scale Location Trace Tracking via Continuous Acoustic Waves.
ACM Trans. Sens. Networks
Jie Lian, Xu Yuan, Jiadong Lou, Li Chen, Hao Wang, Nian-Feng Tzeng
2024 J jnl
Tetris: Proactive Container Scheduling for Long-Term Load Balancing in Shared Clusters.
IEEE Trans. Serv. Comput.
Fei Xu, Xiyue Shen, Shuohao Lin, Li Chen, Zhi Zhou, Fen Xiao, Fangming Liu
2023 B conf
ACTS: Autonomous Cost-Efficient Task Orchestration for Serverless Analytics.
IWQoS
Jananie Jarachanthan, Li Chen, Fei Xu
2023 — conf
Comprehensive Transformer-Based Model Architecture for Real-World Storm Prediction.
ECML/PKDD (7)
Fudong Lin, Xu Yuan, Yihe Zhang, Purushottam Sigdel, Li Chen, Lu Peng, Nian-Feng Tzeng
2023 A* conf
MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer.
ICCV
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
2023 J jnl
MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer.
CoRR
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
2023 J jnl
Opara: Exploiting Operator Parallelism for Expediting DNN Inference on GPUs.
CoRR
Aodong Chen, Fei Xu, Li Han, Yuan Dong, Li Chen, Zhi Zhou, Fangming Liu
2023 J jnl
iGniter: Interference-Aware GPU Resource Provisioning for Predictable DNN Inference in the Cloud.
IEEE Trans. Parallel Distributed Syst.
Fei Xu, Jianian Xu, Jiabin Chen, Li Chen, Ruitao Shang, Zhi Zhou, Fangming Liu
2023 B conf
spotDNN: Provisioning Spot Instances for Predictable Distributed DNN Training in the Cloud.
IWQoS
Ruitao Shang, Fei Xu, Zhuoyan Bai, Li Chen, Zhi Zhou, Fangming Liu
2022 C conf
An Interactive Visualization System for Streaming Data Online Exploration.
MobiQuitous
Fengzhou Liang, Fang Liu, Tongqing Zhou, Yunhai Wang, Li Chen
2022 J jnl
Astrea: Auto-Serverless Analytics Towards Cost-Efficiency and QoS-Awareness.
IEEE Trans. Parallel Distributed Syst.
Jananie Jarachanthan, Li Chen, Fei Xu, Bo Li
2022 J jnl
Eiffel: Efficient and Fair Scheduling in Adaptive Federated Learning.
IEEE Trans. Parallel Distributed Syst.
Abeda Sultana, Md. Mainul Haque, Li Chen, Fei Xu, Xu Yuan
2022 J jnl
Optimizing Network Transfers for Data Analytic Jobs Across Geo-Distributed Datacenters.
IEEE Trans. Parallel Distributed Syst.
Li Chen, Shuhao Liu, Baochun Li
2022 J jnl
iGniter: Interference-Aware GPU Resource Provisioning for Predictable DNN Inference in the Cloud.
CoRR
Fei Xu, Jianian Xu, Jiabin Chen, Li Chen, Ruitao Shang, Zhi Zhou, Fangming Liu
2022 J jnl
λDNN: Achieving Predictable Distributed DNN Training With Serverless Architectures.
IEEE Trans. Computers
Fei Xu, Yiling Qin, Li Chen, Zhi Zhou, Fangming Liu
2021 J jnl
A Case for Pricing Bandwidth: Sharing Datacenter Networks With Cost Dominant Fairness.
IEEE Trans. Parallel Distributed Syst.
Li Chen, Yuan Feng, Baochun Li, Bo Li
2021 B conf
AMPS-Inf: Automatic Model Partitioning for Serverless Inference with Cost Efficiency.
ICPP
Jananie Jarachanthan, Li Chen, Fei Xu, Bo Li
2021 B conf
Accelerated Device Placement Optimization with Contrastive Learning.
ICPP
Hao Lan, Li Chen, Baochun Li
2021 A conf
Astra: Autonomous Serverless Analytics with Cost-Efficiency and QoS-Awareness.
IPDPS
Jananie Jarachanthan, Li Chen, Fei Xu, Bo Li
2021 A conf
EAGLE: Expedited Device Placement with Automatic Grouping for Large Models.
IPDPS
Hao Lan, Li Chen, Baochun Li
2021 J jnl
EchoSpot: Spotting Your Locations via Acoustic Sensing.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Jie Lian, Jiadong Lou, Li Chen, Xu Yuan
2021 J jnl
PREFER: Point-of-interest REcommendation with efficiency and privacy-preservation via Federated Edge leaRning.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Yeting Guo, Fang Liu, Zhiping Cai, Hui Zeng, Li Chen, Tongqing Zhou, Nong Xiao
2021 — conf
Precise Weather Parameter Predictions for Target Regions via Neural Networks.
ECML/PKDD (5)
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
2021 B conf
Prophet: Speeding up Distributed DNN Training with Predictable Communication Scheduling.
ICPP
Zhenwei Zhang, Qiang Qi, Ruitao Shang, Li Chen, Fei Xu
2021 J jnl
Rationing bandwidth resources for mitigating network resource contention in distributed DNN training clusters.
CCF Trans. High Perform. Comput.
Qiang Qi, Fei Xu, Li Chen, Zhi Zhou
2021 A* conf
Reverse Attack: Black-box Attacks on Collaborative Recommendation.
CCS
Yihe Zhang, Xu Yuan, Jin Li, Jiadong Lou, Li Chen, Nian-Feng Tzeng
2020 — conf
A Concurrent Weighted Communication Scheme for Blockchain Transaction.
INFOCOM Workshops
Jiao Li, Li Chen
2020 B conf
E-LAS: Design and Analysis of Completion-Time Agnostic Scheduling for Distributed Deep Learning Cluster.
ICPP
Abeda Sultana, Li Chen, Fei Xu, Xu Yuan
2020 B conf
FEEL: A Federated Edge Learning System for Efficient and Privacy-Preserving Mobile Healthcare.
ICPP
Yeting Guo, Fang Liu, Zhiping Cai, Li Chen, Nong Xiao
2020 — conf
Towards Poisoning the Neural Collaborative Filtering-Based Recommender Systems.
ESORICS (1)
Yihe Zhang, Jiadong Lou, Li Chen, Xu Yuan, Jin Li, Tom Johnsten, Nian-Feng Tzeng
2019 B conf
Cynthia: Cost-Efficient Cloud Resource Provisioning for Predictable Distributed Deep Neural Network Training.
ICPP
Haoyue Zheng, Fei Xu, Li Chen, Zhi Zhou, Fangming Liu
2019 J jnl
Promenade: Proportionally Fair Multipath Rate Control in Datacenter Networks with Random Network Coding.
IEEE Trans. Parallel Distributed Syst.
Li Chen, Yuan Feng, Baochun Li, Bo Li
2019 J jnl
Scheduling Jobs across Geo-Distributed Datacenters with Max-Min Fairness.
IEEE Trans. Netw. Sci. Eng.
Li Chen, Shuhao Liu, Baochun Li, Bo Li
2019 B conf
Stage Delay Scheduling: Speeding up DAG-style Data Analytics Jobs with Resource Interleaving.
ICPP
Wujie Shao, Fei Xu, Li Chen, Haoyue Zheng, Fangming Liu
2018 A* conf
A Hierarchical Synchronous Parallel Model for Wide-Area Graph Analytics.
INFOCOM
Shuhao Liu, Li Chen, Baochun Li, Aiden Carnegie
2018 J jnl
Efficient Performance-Centric Bandwidth Allocation with Fairness Tradeoff.
IEEE Trans. Parallel Distributed Syst.
Li Chen, Yuan Feng, Baochun Li, Bo Li
2018 A* conf
Post: Device Placement with Cross-Entropy Minimization and Proximal Policy Optimization.
NeurIPS
Yuanxiang Gao, Li Chen, Baochun Li
2018 — conf
Siphon: Expediting Inter-Datacenter Coflows in Wide-Area Data Analytics.
USENIX ATC
Shuhao Liu, Li Chen, Baochun Li
2018 A* conf
Spotlight: Optimizing Device Placement for Training Deep Neural Networks.
ICML
Yuanxiang Gao, Li Chen, Baochun Li
2017 A* conf
Scheduling jobs across geo-distributed datacenters with max-min fairness.
INFOCOM
Li Chen, Shuhao Liu, Baochun Li, Bo Li
2017 — conf
Siphon: a high-performance substrate for inter-datacenter transfers in wide-area data analytics.
SoCC
Shuhao Liu, Li Chen, Baochun Li
2016 B conf
Barrier-Aware Max-Min Fair Bandwidth Sharing and Path Selection in Datacenter Networks.
IC2E
Li Chen, Baochun Li, Bo Li
2016 A* conf
Optimizing coflow completion times with utility max-min fairness.
INFOCOM
Li Chen, Wei Cui, Baochun Li, Bo Li
2016 B conf
Surviving Failures with Performance-Centric Bandwidth Allocation in Private Datacenters.
IC2E
Li Chen, Baochun Li, Bo Li
2014 J jnl
Allocating Bandwidth in Datacenter Networks: A Survey.
J. Comput. Sci. Technol.
Li Chen, Baochun Li, Bo Li
2014 A* conf
Towards performance-centric fairness in datacenter networks.
INFOCOM
Li Chen, Yuan Feng, Baochun Li, Bo Li
2012 C conf
Lifetime or energy: Consolidating servers with reliability control in virtualized cloud datacenters.
CloudCom
Wei Deng, Fangming Liu, Hai Jin, Xiaofei Liao, Haikun Liu, Li Chen