Hongjin Lu

PhD student, Department of Plant Science, University of Maryland, College Park

Joined

February 2024

Names

Hongjin Lu (Preferred)

Emails

****@umd.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Department of Plant Science, University of Maryland, College Park (umd.edu)

2023 – 2027

Advisors, Relations & Conflicts

PhD Advisor

Mengjun Hu

2023 – 2027

Expertise

AI for science

2023 – 2027

Bioinformatics

2023 – 2027

Publications

SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Xiyao Wang, Zhengyuan Yang, Chao Feng, Hongjin Lu, Linjie Li, Chung-Ching Lin, Kevin Lin, Furong Huang, Lijuan Wang
- NeurIPS 2025 spotlight
- Readers: Everyone
Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension
Xiyao Wang, Zhengyuan Yang, Linjie Li, Hongjin Lu, Yuancheng Xu, Chung-Ching Lin, Kevin Lin, Furong Huang, Lijuan Wang
- SSI-FM Poster
- Readers: Everyone
Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension
Xiyao Wang, Zhengyuan Yang, Linjie Li, Hongjin Lu, Yuancheng Xu, Chung-Ching Lin, Kevin Lin, Furong Huang, Lijuan Wang
- Reasoning and Planning for LLMs @ ICLR2025
- Readers: Everyone
Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension
Xiyao Wang, Zhengyuan Yang, Linjie Li, Hongjin Lu, Yuancheng Xu, Chung-Ching Lin, Kevin Lin, Furong Huang, Lijuan Wang
- ICLR 2025 Workshop World Models
- Readers: Everyone

Co-Authors