Image De-Raining via Continual Learning. - Man Zhou; Jie Xiao 002; Yifan Chang; Xueyang Fu; Aiping Liu; Jinshan Pan; Zheng-Jun Zha (CVPR, 2021)

Improving De-raining Generalization via Neural Reorganization. - Jie Xiao 002; Man Zhou; Xueyang Fu; Aiping Liu; Zheng-Jun Zha (ICCV, 2021)

Principled Knowledge Extrapolation with GANs. - Ruili Feng; Jie Xiao 002; Kecheng Zheng; Deli Zhao; Jingren Zhou 001; Qibin Sun; Zheng-Jun Zha (ICML, 2022)

Stochastic Window Transformer for Image Restoration. - Jie Xiao 002; Xueyang Fu; Feng Wu 001; Zheng-Jun Zha (NeurIPS, 2022)

Learning Sample Relationship for Exposure Correction. - Jie Huang 017; Feng Zhao 004; Man Zhou; Jie Xiao 002; Naishan Zheng; Kaiwen Zheng; Zhiwei Xiong (CVPR, 2023)

Random Shuffle Transformer for Image Restoration. - Jie Xiao 002; Xueyang Fu; Man Zhou; Hongjian Liu; Zheng-Jun Zha (ICML, 2023)

CCM: Adding Conditional Controls to Text-to-Image Consistency Models. - Jie Xiao 002; Kai Zhu 004; Han Zhang 010; Zhiheng Liu; Yujun Shen; Yu Liu 063; Xueyang Fu; Zheng-Jun Zha (CoRR, 2023)

Continual Image Deraining With Hypergraph Convolutional Networks. - Xueyang Fu; Jie Xiao 002; Yurui Zhu; Aiping Liu; Feng Wu 001; Zheng-Jun Zha (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Image De-Raining Transformer. - Jie Xiao 002; Xueyang Fu; Aiping Liu; Feng Wu 001; Zheng-Jun Zha (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

HomoFormer: Homogenized Transformer for Image Shadow Removal. - Jie Xiao 002; Xueyang Fu; Yurui Zhu; Dong Li; Jie Huang 017; Kai Zhu 004; Zheng-Jun Zha (CVPR, 2024)

Shadow Removal via Global Residual Free Unet and Shadow Generation. - Dong Li; Xin Lu 006; Yurui Zhu; Xi Wang; Jie Xiao 002; Yunpeng Zhang; Xueyang Fu; Zheng-Jun Zha (CVPR Workshops, 2024)

HirFormer: Dynamic High Resolution Transformer for Large-Scale Image Shadow Removal. - Xin Lu 006; Yurui Zhu; Xi Wang; Dong Li; Jie Xiao 002; Yunpeng Zhang; Xueyang Fu; Zheng-Jun Zha (CVPR Workshops, 2024)

NTIRE 2024 Image Shadow Removal Challenge Report. - Florin-Alexandru Vasluianu; Tim Seizinger; Zhuyun Zhou; Zongwei Wu; Cailian Chen; Radu Timofte; Wei Dong; Han Zhou; Yuqiong Tian; Jun Chen; Xueyang Fu; Xin Lu 006; et al. (CVPR Workshops, 2024)

DreamClean: Restoring Clean Image Using Deep Diffusion Prior. - Jie Xiao 002; Ruili Feng; Han Zhang 010; Zhiheng Liu; Zhantao Yang; Yurui Zhu; Xueyang Fu; Kai Zhu 004; Yu Liu 063; Zheng-Jun Zha (ICLR, 2024)

CCM: Real-Time Controllable Visual Content Creation Using Text-to-Image Consistency Models. - Jie Xiao 002; Kai Zhu 004; Han Zhang 010; Zhiheng Liu; Yujun Shen; Zhantao Yang; Ruili Feng; Yu Liu 063; Xueyang Fu; Zheng-Jun Zha (ICML, 2024)

InFusion: Inpainting 3D Gaussians via Learning Depth Completion from Diffusion Prior. - Zhiheng Liu; Hao Ouyang; Qiuyu Wang; Ka Leong Cheng; Jie Xiao 002; Kai Zhu 004; Nan Xue 006; Yu Liu 063; Yujun Shen; Yang Cao 010 (CoRR, 2024)

BACON: Supercharge Your VLM with Bag-of-Concept Graph to Mitigate Hallucinations. - Zhantao Yang; Ruili Feng; Keyu Yan; Huangji Wang; Zhicai Wang; Shangwen Zhu; Han Zhang 010; Jie Xiao 002; Pingyu Wu; Kai Zhu 004; Jixuan Chen; Chen-Wei Xie; et al. (CoRR, 2024)

The Matrix: Infinite-Horizon World Generation with Real-Time Moving Control. - Ruili Feng; Han Zhang 010; Zhantao Yang; Jie Xiao 002; Zhilei Shu; Zhiheng Liu; Andy Zheng; Yukun Huang; Yu Liu 063; Hongyang Zhang (CoRR, 2024)

DreamUHD: Frequency Enhanced Variational Autoencoder for Ultra-High-Definition Image Restoration. - Yidi Liu; Dong Li; Jie Xiao 002; Yuanfei Bao; Senyan Xu; Xueyang Fu (AAAI, 2025)

A Lottery Ticket Hypothesis Approach with Sparse Fine-tuning and MAE for Image Forgery Detection and Localization. - Jiaying Zhu; Dong Li; Xueyang Fu; Gege Shi; Jie Xiao 002; Aiping Liu; Zheng-Jun Zha (AAAI, 2025)

Continuous Adverse Weather Removal via Degradation-Aware Distillation. - Xin Lu 006; Jie Xiao 002; Yurui Zhu; Xueyang Fu (CVPR, 2025)

EvenFormer: Dynamic Even Transformer for Real-World Image Restoration. - Xin Lu 006; Yuanfei Bao; Jiarong Yang; Anya Hu; Jie Xiao 002; Kunyu Wang; Dong Li; Senyan Xu; Kean Liu; Xueyang Fu; Zheng-Jun Zha (CVPR Workshops, 2025)

Advancing Ambient Lighting Normalization via Diffusion Shadow Generation. - Xin Lu 006; Jiarong Yang; Yuanfei Bao; Zihao Fan; Anya Hu; Kunyu Wang; Jie Xiao 002; Xi Wang; Hongjian Liu; Xueyang Fu; Zheng-Jun Zha (CVPR Workshops, 2025)

Frequency-Prior Enhanced Ambient Lighting Normalization via Visual Perceptual Refinement. - Yuanfei Bao; Xin Lu 006; Xingbo Wang; Jiarong Yang; Anya Hu; Kunyu Wang; Jie Xiao 002; Dong Li; Xueyang Fu; Zheng-Jun Zha (CVPR Workshops, 2025)

MangaNinja: Line Art Colorization with Precise Reference Following. - Zhiheng Liu; Ka Leong Cheng; Xi Chen 042; Jie Xiao 002; Hao Ouyang; Kai Zhu 004; Yu Liu 063; Yujun Shen; Qifeng Chen; Ping Luo (CVPR, 2025)

NTIRE 2025 Image Shadow Removal Challenge Report. - Florin-Alexandru Vasluianu; Tim Seizinger; Zhuyun Zhou; Cailan Chen; Zongwei Wu; Radu Timofte; Mingjia Li 001; Jin Hu; Hainuo Wang; Hengxing Liu; Jiarui Wang; Qiming Hu; et al. (CVPR Workshops, 2025)

NTIRE 2025 Ambient Lighting Normalization Challenge Report. - Florin-Alexandru Vasluianu; Tim Seizinger; Zhuyun Zhou; Zongwei Wu; Radu Timofte; Yuanfei Bao; Xingbo Wang; Xin Lu 006; Jiarong Yang; Anya Hu; Kunyu Wang; Jie Xiao 002; et al. (CVPR Workshops, 2025)

BACON: Improving Clarity of Image Captions via Bag-of-Concept Graphs. - Zhantao Yang; Ruili Feng; Keyu Yan; Huangji Wang; Zhicai Wang; Shangwen Zhu; Han Zhang 010; Jie Xiao 002; Pingyu Wu; Kai Zhu 004; Jixuan Chen; Chen-Wei Xie; et al. (CVPR, 2025)

NTIRE 2025 Image Shadow Removal Challenge Report. - Florin-Alexandru Vasluianu; Tim Seizinger; Zhuyun Zhou; Cailian Chen; Zongwei Wu; Radu Timofte; Mingjia Li 001; Jin Hu; Hainuo Wang; Hengxing Liu; Jiarui Wang; Qiming Hu; et al. (CoRR, 2025)

Elucidating and Endowing the Diffusion Training Paradigm for General Image Restoration. - Xin Lu 006; Xueyang Fu; Jie Xiao 002; Zihao Fan; Yurui Zhu; Zheng-Jun Zha (CoRR, 2025)