Conglong Li
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
10
Venues
9
Active years
2015–2024
Best venue rank
A*
Where they publish
Papers
10 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | AAAI | DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing. | Conglong Li, Zhewei Yao, Xiaoxia Wu, Minjia Zhang, Connor Holmes, Cheng Li, Yuxiong He |
| 2023 | ICLR | Maximizing Communication Efficiency for Large-scale Training via 0/1 Adam. | Yucheng Lu, Conglong Li, Minjia Zhang, Christopher De Sa, Yuxiong He |
| 2022 | HiPC | 1-bit LAMB: Communication Efficient Large-Scale Large-Batch Training with LAMB's Convergence Speed. | Conglong Li, Ammar Ahmad Awan, Hanlin Tang, Samyam Rajbhandari, Yuxiong He |
| 2022 | ICML | DeepSpeed-MoE: Advancing Mixture-of-Experts Inference and Training to Power Next-Generation AI Scale. | Samyam Rajbhandari, Conglong Li, Zhewei Yao, Minjia Zhang, Reza Yazdani Aminabadi, Ammar Ahmad Awan, Jeff Rasley, Yuxiong He |
| 2021 | ICML | 1-bit Adam: Communication Efficient Large-Scale Training with Adam's Convergence Speed. | Hanlin Tang, Shaoduo Gan, Ammar Ahmad Awan, Samyam Rajbhandari, Conglong Li, Xiangru Lian, Ji Liu, Ce Zhang, Yuxiong He |
| 2020 | SIGMOD | Improving Approximate Nearest Neighbor Search through Learned Adaptive Early Termination. | Conglong Li, Minjia Zhang, David G. Andersen, Yuxiong He |
| 2018 | WWW | Better Caching in Search Advertising Systems with Rapid Refresh Predictions. | Conglong Li, David G. Andersen, Qiang Fu, Sameh Elnikety, Yuxiong He |
| 2017 | CLOUD | Workload analysis and caching strategies for search advertising systems. | Conglong Li, David G. Andersen, Qiang Fu, Sameh Elnikety, Yuxiong He |
| 2015 | CoNEXT | Scheduling techniques for hybrid circuit/packet networks. | He Liu, Matthew K. Mukerjee, Conglong Li, Nicolas Feltman, George Papen, Stefan Savage, Srinivasan Seshan, Geoffrey M. Voelker, David G. Andersen, Michael Kaminsky, George Porter, Alex C. Snoeren |
| 2015 | EuroSys | GD-Wheel: a cost-aware replacement policy for key-value stores. | Conglong Li, Alan L. Cox |