activity
20242026
most citedSolving Integrated Process Planning and Scheduling Problem via Graph Neural Network Based Deep Reinforcement Learning

1 citations · 1 across the 4 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

cs.DC2025

OptPipe: Memory- and Scheduling-Optimized Pipeline Parallelism for LLM Training

Hongpei Li, Han Zhang, Huikang Liu +2

Pipeline parallelism (PP) has become a standard technique for scaling large language model (LLM) training across multiple devices. However, despite recent progress in reducing memo…

math.OC2025

FMIP: Joint Continuous-Integer Flow For Mixed-Integer Linear Programming

Hongpei Li, Hui Yuan, Han Zhang +4

Mixed-Integer Linear Programming (MILP) is a foundational tool for complex decision-making problems. However, the NP-hard nature of MILP presents a significant computational challe…