Chen, Qiaoling
- Characterization of Large Language Model Development in the Datacenter
2024/03/12 by Qinghao Hu, Hu, Qinghao, Zhisheng Ye +20 · 23 citations
Computer Science · Decision Sciences · #Distributed and Parallel Computing Systems #Topic Modeling #Scientific Computing and Data Management
- LoongTrain: Efficient Training of Long-Sequence LLMs with Head-Context Parallelism
2024/06/26 by Diandian Gu, Gu, Diandian, Peng Sun +25 · 7 citations
Computer Science · #Natural Language Processing Techniques #Handwritten Text Recognition Techniques #Speech Recognition and Synthesis
- InternEvo: Efficient Long-sequence Large Language Model Training via Hybrid Parallelism and Redundant Sharding
2024/01/17 by Qiaoling Chen, Diandian Gu, Chen, Qiaoling +19 · 1 citation
Computer Science · #Distributed #FOS: Computer and information sciences #Natural Language Processing Techniques #Parallel #Speech Recognition and Synthesis #Topic Modeling #and Cluster Computing (cs.DC)
- SPPO:Efficient Long-sequence LLM Training via Adaptive Sequence Pipeline Parallel Offloading
2025/03/13 by Chen, Qiaoling, Li, Shenggui, Gao, Wei +3 · 2 citations
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Expert-as-a-Service: Towards Efficient, Scalable, and Robust Large-scale MoE Serving
2025/09/22 by Ziming Liu, Boyu Tian, Liu, Ziming +33 · 3 citations
Computer Science · Social Sciences · #Context-Aware Activity Recognition Systems #IoT and Edge/Fog Computing #Access Control and Trust