Wenlong Zhang

Researcher, AI4Science, Shanghai Artificial Intelligence Laboratory

Joined

May 2021

Names

Wenlong Zhang (Preferred)

zhangwenlong

Emails

****@connect.polyu.hk (Confirmed)

****@pjlab.org.cn (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Researcher

AI4Science, Shanghai Artificial Intelligence Laboratory (pjlab.org.cn)

2024 – 2027

PhD student

CS, The Hong Kong Polytechnic University (polyu.edu.hk)

2020 – 2023

Advisors, Relations & Conflicts

PhD Advisor

xiao-ming wu

2020 – 2023

Expertise

Scientific Evaluation and Benchmark; Reward Modeling; Multi-modal Generation

2024 – Present

Publications

LO-SDA: Latent Optimization for Score-based Atmospheric Data Assimilation
Jing-An Sun, Hang Fan, Ben Fei, Junchao Gong, Kun Chen, Fenghua Ling, Wenlong Zhang, Wanghan Xu, Li Yan, Pierre Gentine, LEI BAI
- Submitted to ICLR 2026
- Readers: Everyone
EWE: An Agentic Framework for Extreme Weather Analysis
Zhe Jiang, Jiong WANG, Xiaoyu Yue, Zijie Guo, Wenlong Zhang, Fenghua Ling, Wanli Ouyang, LEI BAI
- Submitted to ICLR 2026
- Readers: Everyone
Eigen-Agent: Adaptive Multi-Agent Scientific Reasoning with Monitor-Based RAG
Xiangru Tang, Wanghan Xu, Yujie Wang, Zijie Guo, Yanjun Shao, Cixuan Zhang, Ziyi Wang, Lixin Zhang, Guancheng Wan, Zhenfei Yin, Wenlong Zhang, LEI BAI, Philip Torr, Hanrui Wang, Di Jin
- ICLR 2026 Poster
- Readers: Everyone
OmniEarth-Bench: Probing Cognitive Abilities of MLLMs for Earth's Multi-sphere Observation Data
Fengxiang Wang, Mingshuo Chen, Xuming He, YiFan Zhang, Yueying Li, Feng Liu, Zijie Guo, Zhenghao Hu, Jiong WANG, Jingyi Xu, Zhangrui Li, Junchao Gong, Di Wang, Fenghua Ling, Ben Fei, Weijia Li, Long Lan, Wenjing Yang, Jing Zhang, Wenlong Zhang et al. (1 additional authors not shown)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
MSEarth: A Multimodal Scientific Dataset and Benchmark for Phenomena Uncovering in Earth Science
Xiangyu Zhao, Wanghan Xu, Bo LIU, Yuhao Zhou, Fenghua Ling, Ben Fei, Xiaoyu Yue, LEI BAI, Wenlong Zhang, Xiao-Ming Wu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
EarthSE: A Benchmark Evaluating Earth Scientific Exploration Capability for Large Language Models
Wanghan Xu, Xiangyu Zhao, Yuhao Zhou, Xiaoyu Yue, Ben Fei, Fenghua Ling, Wenlong Zhang, LEI BAI
- ICLR 2026 Poster
- Readers: Everyone
Omni-Weather: A Unified Multimodal Model for Weather Radar Understanding and Generation
Zhiwang Zhou, Yuandong Pu, Xuming He, Yidi Liu, Yixin Chen, Junchao Gong, Xiang Zhuang, Wanghan Xu, Qinglong Cao, SHIXIANG TANG, Yihao Liu, Wenlong Zhang, LEI BAI
- ICLR 2026 Poster
- Readers: Everyone
PhysUniBench: A Multi-Modal Physics Reasoning Benchmark at Undergraduate Level
Lintao Wang, Encheng Su, Jiaqi Liu, Pengze Li, Jiabei Xiao, Wenlong Zhang, Xi Chen, Yuan Meng, LEI BAI, Wanli Ouyang, SHIXIANG TANG, Aoran Wang, Xinzhu Ma
- Submitted to ICLR 2026
- Readers: Everyone
Lumina-OmniLV: A Unified Multimodal Framework for General Low-Level Vision
Yuandong Pu, Le Zhuo, Kaiwen Zhu, Liangbin Xie, Wenlong Zhang, Xiangyu Chen, Peng Gao, Yu Qiao, Chao Dong, Yihao Liu
- Submitted to ICLR 2026
- Readers: Everyone
PICABench: How Far are We from Physical Realistic Image Editing?
Yuandong Pu, Le Zhuo, Songhao Han, Jinbo Xing, Kaiwen Zhu, Shuo Cao, Bin Fu, Si Liu, Hongsheng Li, Yu Qiao, Wenlong Zhang, Xi Chen, Yihao Liu
- ICLR 2026 Poster
- Readers: Everyone

View all 59 publications

Co-Authors

View all 189 co-authors