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Junhong Liu

2 papers hereh-index 5127 citations9 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • last author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG2
same name
  • Junhong Liu — 4 papers, h 6
  • Junhong Liu — 4 papers, h 1
  • Junhong Liu — 3 papers, h 3
  • Junhong Liu — 2 papers, h 2
  • Junhong Liu — 1 paper, h 2
  • Junhong Liu — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

works on
flow matching 1generative models 1guidance stability 1lyapunov control 1post-training adaptation 1

From the 1 of 2 linked papers with an AI index.

most citedPoseX: AI Defeats Physics Approaches on Protein-Ligand Cross Docking

2 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2026

Lyapunov Guidance: A Unified Framework for Stabilizing Generative Flows

Jingdong Zhang, Xinze Li, Yize Jiang +3

The paper introduces LyaGuide, a Lyapunov‑based framework that treats flow guidance as a control problem, providing explicit stability guarantees for generative flow models while r…

cs.LG2026★ 2 cited

PoseX: AI Defeats Physics Approaches on Protein-Ligand Cross Docking

Yize Jiang, Xinze Li, Yuanyuan Zhang +13

Existing protein-ligand docking studies typically focus on the self-docking scenario, which is less practical in real applications. Moreover, some studies involve heavy frameworks…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.