Publications

Jing-An Sun, Hang Fan, Junchao Gong, Ben Fei, Kun Chen, Fenghua Ling, Wenlong Zhang, Wanghan Xu, Li Yan, Pierre Gentine, et al. (2025). Align-DA: Align Score-based Atmospheric Data Assimilation with Multiple Preferences. Advances in Neural Information Processing Systems.

Ming Hu, Chenglong Ma, Wenlong Zhang, Jin Ye, Jianfei Cai, Wanli Ouyang, Yu Qiao, Zongyuan Ge, Shixiang Tang, Junjun He, et al. (2025). A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers. arXiv.

Xiangyu Zhao, Yuehan Zhang, Wenlong Zhang, Xiao-Ming Wu (2024). UniFashion: A Unified Vision-Language Model for Multimodal Fashion Retrieval and Generation. Empirical Methods in Natural Language Processing.

Guangyuan Shi, Zexin Lu, Xiaoyu Dong, Wenlong Zhang, Xuanyu Zhang, Yujie Feng, Xiao-Ming Wu (2024). Understanding Layer Significance in LLM Alignment. Conference on Language Modeling.

Wenlong Zhang, Xiaohui Li, Xiangyu Chen, Yu Qiao, Xiao-Ming Wu, Chao Dong (2024). SEAL: A Framework for Systematic Evaluation of Real-World Super-Resolution. International Conference on Learning Representations (ICLR Spotlight).

Xiangyu Chen, Yihao Liu, Yuandong Pu, Wenlong Zhang, Jiantao Zhou, Yu Qiao, Chao Dong (2024). Learning A Low-Level Vision Generalist via Visual Task Prompt. ACM Multimedia.

Shuo Cao, Yihao Liu, Wenlong Zhang, Yu Qiao, Chao Dong (2024). GRIDS: Grouped Multiple-Degradation Restoration with Image Degradation Similarity. European Conference on Computer Vision(ECCV).

Wanghan Xu, Fenghua Ling, Wenlong Zhang, Tao Han, Hao Chen, Wanli Ouyang, Lei Bai (2024). Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling. Advances in Neural Information Processing Systems.

Xiangtao Kong, Jinjin Gu, Yihao Liu, Wenlong Zhang, Xiangyu Chen, Yu Qiao, Chao Dong (2024). A Preliminary Exploration Towards General Image Restoration. arXiv.

Zhiyu Yao, Weidong Hu, Zhiyan Feng, Wenlong Zhang, Yang Liu, Zhihao Xu, Leo P Ligthart (2023). Spatial Resolution Matching of Microwave Radiometer Measurements Using Iterative Deconvolution with Close Loop Priors (ICLP). IEEE Transactions on Geoscience and Remote Sensing.