Shenggui Li - RankMe

24 papers A* 1A 1B 1Journal 19Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CONCUR: High-Throughput Agentic Batch Inference of LLM via Congestion-Based Concurrency Control. CoRR Qiaoling Chen, Zhisheng Ye, Tian Tang, Peng Sun, Boyu Tian, Guoteng Wang, Shenggui Li, Yonggang Wen, Zhenhua Han, Tianwei Zhang
2026	J	`jnl`	DSB: Dynamic Sliding Block Scheduling for Diffusion LLMs. CoRR Lizhuo Luo, Shenggui Li, Yonggang Wen, Tianwei Zhang
2026	J	`jnl`	SpecForge: A Flexible and Efficient Open-Source Training Framework for Speculative Decoding. CoRR Shenggui Li, Chao Wang, Yikai Zhu, Yubo Wang, Fan Yin, Shuai Shi, Yefei Chen, Xiaomin Dong, Qiaoling Chen, Jin Pan, Ji Li, Laixin Xie, Yineng Zhang, Lei Yu, Yonggang Wen, Ivor Tsang, Tianwei Zhang
2026	—	`conf`	TetriServe: Efficiently Serving Mixed DiT Workloads. ASPLOS (2) Runyu Lu, Shiqi He, Wenxuan Tan, Shenggui Li, Ruofan Wu, Jeff J. Ma, Ang Chen, Mosharaf Chowdhury
2025	J	`jnl`	ReSpec: Towards Optimizing Speculative Decoding in Reinforcement Learning Systems. CoRR Qiaoling Chen, Zijun Liu, Peng Sun, Shenggui Li, Guoteng Wang, Ziming Liu, Yonggang Wen, Siyuan Feng, Tianwei Zhang
2025	J	`jnl`	SPPO:Efficient Long-sequence LLM Training via Adaptive Sequence Pipeline Parallel Offloading. CoRR Qiaoling Chen, Shenggui Li, Wei Gao, Peng Sun, Yonggang Wen, Tianwei Zhang
2025	J	`jnl`	TetriServe: Efficient DiT Serving for Heterogeneous Image Generation. CoRR Runyu Lu, Shiqi He, Wenxuan Tan, Shenggui Li, Ruofan Wu, Jeff J. Ma, Ang Chen, Mosharaf Chowdhury
2024	A*	`conf`	GliDe with a CaPE: A Low-Hassle Method to Accelerate Speculative Decoding. ICML Cunxiao Du, Jing Jiang, Yuanchen Xu, Jiawei Wu, Sicheng Yu, Yongqi Li, Shenggui Li, Kai Xu, Liqiang Nie, Zhaopeng Tu, Yang You
2024	J	`jnl`	GliDe with a CaPE: A Low-Hassle Method to Accelerate Speculative Decoding. CoRR Cunxiao Du, Jing Jiang, Yuanchen Xu, Jiawei Wu, Sicheng Yu, Yongqi Li, Shenggui Li, Kai Xu, Liqiang Nie, Zhaopeng Tu, Yang You
2024	J	`jnl`	Open-Sora: Democratizing Efficient Video Production for All. CoRR Zangwei Zheng, Xiangyu Peng, Tianji Yang, Chenhui Shen, Shenggui Li, Hongxin Liu, Yukun Zhou, Tianyi Li, Yang You
2023	B	`conf`	Colossal-AI: A Unified Deep Learning System For Large-Scale Parallel Training. ICPP Shenggui Li, Hongxin Liu, Zhengda Bian, Jiarui Fang, Haichen Huang, Yuliang Liu, Boxiang Wang, Yang You
2023	J	`jnl`	Colossal-Auto: Unified Automation of Parallelization and Activation Checkpoint for Large-scale Models. CoRR Yuliang Liu, Shenggui Li, Jiarui Fang, Yanjun Shao, Boyuan Yao, Yang You
2023	J	`jnl`	Parallel Training of Pre-Trained Models via Chunk-Based Dynamic Memory Management. IEEE Trans. Parallel Distributed Syst. Jiarui Fang, Zilin Zhu, Shenggui Li, Hui Su, Yang Yu, Jie Zhou, Yang You
2023	—	`conf`	Sequence Parallelism: Long Sequence Training from System Perspective. ACL (1) Shenggui Li, Fuzhao Xue, Chaitanya Baranwal, Yongbin Li, Yang You
2022	J	`jnl`	A Frequency-aware Software Cache for Large Recommendation System Embeddings. CoRR Jiarui Fang, Geng Zhang, Jiatong Han, Shenggui Li, Zhengda Bian, Yongbin Li, Jin Liu, Yang You
2022	J	`jnl`	Critique of "MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization" by SCC Team From Nanyang Technological University. IEEE Trans. Parallel Distributed Syst. Shenggui Li, Bu-Sung Lee
2022	J	`jnl`	Elixir: Train a Large Language Model on a Small GPU Cluster. CoRR Haichen Huang, Jiarui Fang, Hongxin Liu, Shenggui Li, Yang You
2022	J	`jnl`	EnergonAI: An Inference System for 10-100 Billion Parameter Transformer Models. CoRR Jiangsu Du, Ziming Liu, Jiarui Fang, Shenggui Li, Yongbin Li, Yutong Lu, Yang You
2022	J	`jnl`	Sky Computing: Accelerating Geo-distributed Computing in Federated Learning. CoRR Jie Zhu, Shenggui Li, Yang You
2021	J	`jnl`	An Efficient 2D Method for Training Super-Large Deep Learning Models. CoRR Qifan Xu, Shenggui Li, Chaoyu Gong, Yang You
2021	J	`jnl`	Online Evolutionary Batch Size Orchestration for Scheduling Deep Learning Workloads in GPU Clusters. CoRR Zhengda Bian, Shenggui Li, Wei Wang, Yang You
2021	A	`conf`	Online evolutionary batch size orchestration for scheduling deep learning workloads in GPU clusters. SC Zhengda Bian, Shenggui Li, Wei Wang, Yang You
2021	J	`jnl`	PatrickStar: Parallel Training of Pre-trained Models via a Chunk-based Memory Management. CoRR Jiarui Fang, Yang Yu, Shenggui Li, Yang You, Jie Zhou
2021	J	`jnl`	Sequence Parallelism: Making 4D Parallelism Possible. CoRR Shenggui Li, Fuzhao Xue, Yongbin Li, Yang You