3 papers
cs.AI2026
DynaResize: Runtime GPU Reallocation for Disaggregated LLM Post-Training
Hanlin Du, Zhiyuan Yan, Yungang Bao +1
RL-based LLM post-training increasingly disaggregates Rollout and Training across separate GPU resources, but static GPU partitioning suffers from severe pipeline bubbles under lon…
cs.AI2023
Addressing Variable Dependency in GNN-based SAT Solving
Zhiyuan Yan, Min Li, Zhengyuan Shi +3
Boolean satisfiability problem (SAT) is fundamental to many applications. Existing works have used graph neural networks (GNNs) for (approximate) SAT solving. Typical GNN-based end…
cs.RO2018
Avalon: Building an Operating System for Robotcenter
Yuan Xu, Zhiyuan Yan, Sa Wang +3
This paper envisions a scenario that hundreds of heterogeneous robots form a robotcenter which can be shared by multiple users and used like a single powerful robot to perform comp…