Shengkai Lin

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Multimodal Models (1)Tool Use & Agents (1)Distributed Systems & Hardware (1)

Frequent co-authors

DeepSeek-AI (1)Anyi Xu (1)B. Li (1)Bangcai Lin (1)

Papers (2)

Sep 17, 2026

DeepSeek-AI +5743d ago·also Affiliation:

DeepSeek-V4.1-Flash: Pushing the Limits of KV Cache Compression

DeepSeek-AI, Anyi Xu, B. Li +572

Architecture Design (Transformers, SSMs, MoE)Multimodal Models Tool Use & Agents

May 21, 2026

May 21, 2026·also Tencent AI, UConn

LiveR: Fine-Grained Elasticity via Live Reconfiguration for Model Training

Forget agonizing over checkpointing and restarts: LiveR slashes LLM training downtime from minutes to seconds by hot-swapping model state between parallel training worlds.

Haoyuan Liu, Kairui Zhou, Shuyao Qi +3

Distributed Systems & Hardware Training Efficiency & Optimization

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Shengkai Lin

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)