Wenlong Zhang

Researcher, Shanghai Artificial Intelligence Laboratory

6 papers at NeurIPS 2025

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Poster Session 1

1 paper

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Latent Harmony: Synergistic Unified UHD Image Restoration via Latent Space Regularization and Controllable Refinement

#4419 · Yidi Liu, Xueyang Fu, Jie Huang, Jie Xiao, Dong Li, Wenlong Zhang, LEI BAI, Zheng-Jun Zha

This paper presents the "Latent Harmony" framework, which achieves synergistic unified Ultra-High Definition (UHD) image restoration through latent space regularization and controllable refinement.

Poster Session 2

1 paper

Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Scientists' First Exam: Probing Cognitive Abilities of MLLM via Perception, Understanding, and Reasoning

#5200 · Yuhao Zhou, Yiheng Wang, Xuming He, Ruoyao Xiao, Zhiwei Li, Qiantai Feng, Zijie Guo, Yuejin Yang, Hao Wu, Wenxuan Huang, Jiaqi Wei, Dan Si, YAO XIUQI, Jia Bu, Haiwen Huang, Tianfan Fu, SHIXIANG TANG, Ben Fei, Dongzhan Zhou, Fenghua Ling, Yan Lu, Siqi Sun, Chenhui Li, Guanjie Zheng, Jiancheng Lv, Wenlong Zhang, LEI BAI

Poster Session 4

2 papers

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

RadarQA: Multi-modal Quality Analysis of Weather Radar Forecasts

#1802 · Xuming He, Zhiyuan You, Junchao Gong, Couhua Liu, Xiaoyu Yue, Peiqin Zhuang, Wenlong Zhang, LEI BAI

We introduce an MLLM-based weather forecast quality analysis method, RadarQA, integrating key physical attributes with detailed assessment reports.

DAWP: A framework for global observation forecasting via Data Assimilation and Weather Prediction in satellite observation space

#1800 · Junchao Gong, Jingyi Xu, Ben Fei, Fenghua Ling, Wenlong Zhang, Kun Chen, Wanghan Xu, Weidong Yang, Xiaokang Yang, LEI BAI

Poster Session 6

2 papers

Friday, December 5, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Understand Before You Generate: Self-Guided Training for Autoregressive Image Generation

#4104 · Xiaoyu Yue, ZiDong Wang, Yuqing Wang, Wenlong Zhang, Xihui Liu, Wanli Ouyang, LEI BAI, Luping Zhou

Align-DA: Align Score-based Atmospheric Data Assimilation with Multiple Preferences

#1607 · Jing-An Sun, Hang Fan, Junchao Gong, Ben Fei, Kun Chen, Fenghua Ling, Wenlong Zhang, Wanghan Xu, Li Yan, Pierre Gentine, LEI BAI