| Spotlight: Optimizing device placement for training deep neural networks Y Gao, L Chen, B Li International Conference on Machine Learning, 1676-1684, 2018 | 127 | 2018 |
| Scheduling jobs across geo-distributed datacenters with max-min fairness L Chen, S Liu, B Li, B Li IEEE Transactions on Network Science and Engineering 6 (3), 488-500, 2018 | 84 | 2018 |
| Optimizing coflow completion times with utility max-min fairness L Chen, W Cui, B Li, B Li IEEE INFOCOM 2016-The 35th Annual IEEE International Conference on Computer …, 2016 | 74 | 2016 |
| λDNN: Achieving Predictable Distributed DNN Training With Serverless Architectures F Xu, Y Qin, L Chen, Z Zhou, F Liu IEEE Transactions on Computers 71 (2), 450-463, 2021 | 71 | 2021 |
| System and method for inter-datacenter communication S Liu, L Chen, B Li, J Chen, C Chen US Patent 10,628,236, 2020 | 68 | 2020 |
| PREFER: Point-of-interest REcommendation with efficiency and privacy-preservation via Federated Edge leaRning Y Guo, F Liu, Z Cai, H Zeng, L Chen, T Zhou, N Xiao Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2021 | 61 | 2021 |
| FEEL: A federated edge learning system for efficient and privacy-preserving mobile healthcare Y Guo, F Liu, Z Cai, L Chen, N Xiao Proceedings of the 49th International Conference on Parallel Processing, 1-11, 2020 | 53 | 2020 |
| Cynthia: Cost-efficient cloud resource provisioning for predictable distributed deep neural network training H Zheng, F Xu, L Chen, Z Zhou, F Liu Proceedings of the 48th International Conference on Parallel Processing, 1-11, 2019 | 52 | 2019 |
| Lifetime or energy: Consolidating servers with reliability control in virtualized cloud datacenters W Deng, F Liu, H Jin, X Liao, H Liu, L Chen 4th IEEE International Conference on Cloud Computing Technology and Science …, 2012 | 46 | 2012 |
| Amps-inf: Automatic model partitioning for serverless inference with cost efficiency J Jarachanthan, L Chen, F Xu, B Li Proceedings of the 50th International Conference on Parallel Processing, 1-12, 2021 | 45 | 2021 |
| Mmst-vit: Climate change-aware crop yield prediction via multi-modal spatial-temporal vision transformer F Lin, S Crawford, K Guillot, Y Zhang, Y Chen, X Yuan, L Chen, S Williams, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 40 | 2023 |
| iGniter: Interference-Aware GPU Resource Provisioning for Predictable DNN Inference in the Cloud F Xu, J Xu, J Chen, L Chen, R Shang, Z Zhou, F Liu IEEE Transactions on Parallel and Distributed Systems 34 (3), 812-827, 2022 | 40 | 2022 |
| Eiffel: Efficient and Fair Scheduling in Adaptive Federated Learning A Sultana, MM Haque, L Chen, F Xu, X Yuan IEEE Transactions on Parallel and Distributed Systems 33 (12), 4282-4294, 2022 | 37 | 2022 |
| Post: Device placement with cross-entropy minimization and proximal policy optimization Y Gao, L Chen, B Li Advances in neural information processing systems 31, 2018 | 35 | 2018 |
| EchoSpot: Spotting your locations via acoustic sensing J Lian, J Lou, L Chen, X Yuan Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2021 | 32 | 2021 |
| Reverse attack: Black-box attacks on collaborative recommendation Y Zhang, X Yuan, J Li, J Lou, L Chen, NF Tzeng Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications …, 2021 | 30 | 2021 |
| Towards performance-centric fairness in datacenter networks L Chen, Y Feng, B Li, B Li IEEE INFOCOM 2014-IEEE Conference on Computer Communications, 1599-1607, 2014 | 30 | 2014 |
| Astrea: Auto-Serverless Analytics Towards Cost-Efficiency and QoS-Awareness J Jarachanthan, L Chen, F Xu, B Li IEEE Transactions on Parallel and Distributed Systems 33 (12), 3833-3849, 2022 | 21 | 2022 |
| Comprehensive transformer-based model architecture for real-world storm prediction F Lin, X Yuan, Y Zhang, P Sigdel, L Chen, L Peng, NF Tzeng Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023 | 20 | 2023 |
| Stage delay scheduling: Speeding up dag-style data analytics jobs with resource interleaving W Shao, F Xu, L Chen, H Zheng, F Liu Proceedings of the 48th international conference on parallel processing, 1-11, 2019 | 20 | 2019 |
