GS
Guangming Sheng
cs.DCcs.LGcs.AIcs.CL
On Valency
published · living versionsW_vfnqaepu·v1 · currentpublished
BitDecoding-FP4: Native FP4 KV Cache Decoding via Algorithm-System Co-Design
with Dayou Du, Woon Yee Ng, Nick Lau, Jianyi Cheng +1
1 version
W_w9bdgshq·v1published
Preprints & journals
10 papers in the corpus · 2023–2026PrefixFlow: Training-Time KV Caching for Schedule-Level Prefix Reuse in LLM RL Training2606.01143v4 · Pengbo Li, Feiyuan Zhang, Guangming Sheng et al.2026 · 0 citationsarXiv
GameGen-Verifier: Parallel Keypoint-Based Verification for LLM-Generated Games via Runtime State Injection2605.07442v1 · Chaobo Jia, Ruipeng Wan, Ting Sun et al.2026 · 0 citationsarXiv
Laminar: A Scalable Asynchronous RL Post-Training Framework2510.12633v1 · Guangming Sheng, Yuxuan Tong, Borui Wan et al.2025 · 2 citationsarXiv
Robust LLM Training Infrastructure at ByteDance2509.16293v4 · Borui Wan, Gaohong Liu, Zuquan Song et al.2025 · 10 citationsarXiv
Seed1.5-Thinking: Advancing Superb Reasoning Models with Reinforcement Learning2504.13914v3 · ByteDance Seed: Jiaze Chen, Tiantian Fan, Xin Liu et al.2025 · 1 citationarXiv
DAPO: An Open-Source LLM Reinforcement Learning System at Scale2503.14476v2 · Qiying Yu, Zheng Zhang, Ruofei Zhu et al.2025 · 53 citationsarXiv
HybridFlow: A Flexible and Efficient RLHF Framework2409.19256v2 · Guangming Sheng, Chi Zhang, Zilingfeng Ye et al.2024 · 74 citationsarXiv
MSPipe: Efficient Temporal GNN Training via Staleness-Aware Pipeline2402.15113v2 · Guangming Sheng, Junwei Su, Chao Huang et al.2024 · 12 citationsarXiv
GNNFlow: A Distributed Framework for Continuous Temporal GNN Learning on Dynamic Graphs2311.17410v2 · Yuchen Zhong, Guangming Sheng, Tianzuo Qin et al.2023 · 0 citationsarXiv
SWIFT: Expedited Failure Recovery for Large-scale DNN Training2302.06173v1 · Yuchen Zhong, Guangming Sheng, Juncheng Liu et al.2023 · 3 citationsIEEE Transactions on Parallel and Distributed Systems ( Volume: 35, Issue: 9, September 2024)
Career total: 13 works. 10 are in this corpus.
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