Efficient Re-parameterization Residual Attention Network For Nonhomogeneous Image Dehazing. - Tian Ye 001; ErKang Chen; Xinrui Huang; Peng Chen (CoRR, 2021)

Perceiving and Modeling Density is All You Need for Image Dehazing. - Tian Ye 001; Mingchao Jiang; Yunchen Zhang; Liang Chen 026; ErKang Chen; Pen Chen; Zhiyong Lu (CoRR, 2021)

Towards Real-Time High-Definition Image Snow Removal: Efficient Pyramid Network with Asymmetrical Encoder-Decoder Architecture. - Tian Ye 001; Sixiang Chen; Yun Liu 002; Yi Ye; Jinbin Bai; Erkang Chen (ACCV (3), 2022)

NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results. - Yawei Li 001; Kai Zhang 008; Radu Timofte; Luc Van Gool; Fangyuan Kong; Mingxi Li; Songwei Liu; Zongcai Du; Ding Liu 001; Chenhui Zhou; Jingyi Chen; Qingrui Han; et al. (CVPR Workshops, 2022)

Nighttime Image Dehazing Based on Variational Decomposition Model. - Yun Liu 002; Zhongsheng Yan; Aimin Wu; Tian Ye 001; Yuche Li (CVPR Workshops, 2022)

Underwater Light Field Retention : Neural Rendering for Underwater Imaging. - Tian Ye 001; Sixiang Chen; Yun Liu 002; Yi Ye; Erkang Chen; Yuche Li (CVPR Workshops, 2022)

Self-Calibrated Efficient Transformer for Lightweight Super-Resolution. - Wenbin Zou; Tian Ye 001; Weixin Zheng; Yunchen Zhang; Liang Chen 026; Yi Wu 010 (CVPR Workshops, 2022)

AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results. - Ren Yang; Radu Timofte; Xin Li 106; Qi Zhang 029; Lin Zhang 013; Fanglong Liu; Dongliang He; Fu Li 003; He Zheng; Weihang Yuan; Pavel Ostyakov; Dmitry Vyal; et al. (ECCV Workshops (3), 2022)

Perceiving and Modeling Density for Image Dehazing. - Tian Ye 001; Yunchen Zhang; Mingchao Jiang; Liang Chen 026; Yun Liu 002; Sixiang Chen; Erkang Chen (ECCV (19), 2022)

Mutual Learning for Domain Adaptation: Self-distillation Image Dehazing Network with Sample-cycle. - Tian Ye 001; Yun Liu 002; Yunchen Zhang; Sixiang Chen; Erkang Chen (CoRR, 2022)

Towards Efficient Single Image Dehazing and Desnowing. - Tian Ye 001; Sixiang Chen; Yun Liu 002; Erkang Chen; Yuche Li (CoRR, 2022)

Prior-Guided One-shot Neural Architecture Search. - Peijie Dong; Xin Niu 002; Lujun Li 001; Linzhen Xie; Wenbin Zou; Tian Ye 001; Zimian Wei; Hengyue Pan (CoRR, 2022)

Towards Real-time High-Definition Image Snow Removal: Efficient Pyramid Network with Asymmetrical Encoder-decoder Architecture. - Tian Ye 001; Sixiang Chen; Yun Liu 002; Yi Ye; Erkang Chen (CoRR, 2022)

MSP-Former: Multi-Scale Projection Transformer for Single Image Desnowing. - Sixiang Chen; Tian Ye 001; Yun Liu 002; Taodong Liao; Yi Ye; Erkang Chen (CoRR, 2022)

SnowFormer: Scale-aware Transformer via Context Interaction for Single Image Desnowing. - Sixiang Chen; Tian Ye 001; Yun Liu 002; Erkang Chen; Jun Shi; Jingchun Zhou (CoRR, 2022)

AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results. - Ren Yang; Radu Timofte; Xin Li 106; Qi Zhang 029; Lin Zhang 013; Fanglong Liu; Dongliang He; Fu Li 003; He Zheng; Weihang Yuan; Pavel Ostyakov; Dmitry Vyal; et al. (CoRR, 2022)

Robust back-scattered light estimation for underwater image enhancement with polarization. - Sixiang Chen; Erkang Chen; Tian Ye 001; Chenghao Xue (Displays, 2022)

Single nighttime image dehazing based on unified variational decomposition model and multi-scale contrast enhancement. - Yun Liu 002; Zhongsheng Yan; Tian Ye 001; Aimin Wu; Yuche Li (Eng. Appl. Artif. Intell., 2022)

Five A+ Network: You Only Need 9K Parameters for Underwater Image Enhancement. - Jingxia Jiang; Tian Ye 001; Sixiang Chen; Erkang Chen; Yun Liu 002; Shi Jun; Jinbin Bai; Wenhao Chai (BMVC, 2023)

MSP-Former: Multi-Scale Projection Transformer for Single Image Desnowing. - Sixiang Chen; Tian Ye 001; Yun Liu 002; Taodong Liao; Jingxia Jiang; Erkang Chen; Peng Chen (ICASSP, 2023)

DEHRFormer: Real-Time Transformer for Depth Estimation and Haze Removal from Varicolored Haze Scenes. - Sixiang Chen; Tian Ye 001; Jun Shi; Yun Liu 002; Jingxia Jiang; Erkang Chen; Peng Chen (ICASSP, 2023)

Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks. - Sixiang Chen; Tian Ye 001; Jinbin Bai; Erkang Chen; Jun Shi; Lei Zhu 003 (ICCV, 2023)

Adverse Weather Removal with Codebook Priors. - Tian Ye 001; Sixiang Chen; Jinbin Bai; Jun Shi; Chenghao Xue; Jingxia Jiang; Junjie Yin; Erkang Chen; Yun Liu 002 (ICCV, 2023)

RSFDM-Net: Real-Time Spatial and Frequency Domains Modulation Network for Underwater Image Enhancement. - Jingxia Jiang; Jinbin Bai; Yun Liu 002; Junjie Yin; Sixiang Chen; Tian Ye 001; Erkang Chen (ICIP, 2023)

CPLFormer: Cross-scale Prototype Learning Transformer for Image Snow Removal. - Sixiang Chen; Tian Ye 001; Yun Liu 002; Jinbin Bai; Haoyu Chen 003; Yunlong Lin; Jun Shi; Erkang Chen (ACM Multimedia, 2023)

Uncertainty-Driven Dynamic Degradation Perceiving and Background Modeling for Efficient Single Image Desnowing. - Sixiang Chen; Tian Ye 001; Chenghao Xue; Haoyu Chen 003; Yun Liu 002; Erkang Chen; Lei Zhu 003 (ACM Multimedia, 2023)

NightHazeFormer: Single Nighttime Haze Removal Using Prior Query Transformer. - Yun Liu 002; Zhongsheng Yan; Sixiang Chen; Tian Ye 001; Wenqi Ren; Erkang Chen (ACM Multimedia, 2023)

Sequential Affinity Learning for Video Restoration. - Tian Ye 001; Sixiang Chen; Yun Liu 002; Wenhao Chai; Jinbin Bai; Wenbin Zou; Yunchen Zhang; Mingchao Jiang; Erkang Chen; Chenghao Xue (ACM Multimedia, 2023)

Five A+ Network: You Only Need 9K Parameters for Underwater Image Enhancement. - Jingxia Jiang; Tian Ye 001; Jinbin Bai; Sixiang Chen; Wenhao Chai; Shi Jun; Yun Liu 002; Erkang Chen (CoRR, 2023)

MovieChat: From Dense Token to Sparse Memory for Long Video Understanding. - Enxin Song; Wenhao Chai; Guanhong Wang; Yucheng Zhang; Haoyang Zhou; Feiyang Wu; Xun Guo; Tian Ye 001; Yan Lu; Jenq-Neng Hwang; Gaoang Wang (CoRR, 2023)

Integrating View Conditions for Image Synthesis. - Jinbin Bai; Zhen Dong 003; Aosong Feng; Xiao Zhang; Tian Ye 001; Kaicheng Zhou; Mike Zheng Shou (CoRR, 2023)

See and Think: Embodied Agent in Virtual Environment. - Zhonghan Zhao; Wenhao Chai; Xuan Wang; Li Boyi; Shengyu Hao; Shidong Cao; Tian Ye 001; Jenq-Neng Hwang; Gaoang Wang (CoRR, 2023)

VQCNIR: Clearer Night Image Restoration with Vector-Quantized Codebook. - Wenbin Zou; Hongxia Gao; Tian Ye 001; Liang Chen 026; Weipeng Yang 002; Shasha Huang; Hongsheng Chen; Sixiang Chen (AAAI, 2024)

Parallel Cross Strip Attention Network for Single Image Dehazing. - Lihan Tong; Yun Liu 002; Tian Ye 001; Weijia Li; Liyuan Chen; Erkang Chen (CNIOT, 2024)

Learning Diffusion Texture Priors for Image Restoration. - Tian Ye 001; Sixiang Chen; Wenhao Chai; Zhaohu Xing; Jing Qin 001; Ge Lin; Lei Zhu 003 (CVPR, 2024)

NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results. - Xiaoning Liu 003; Zongwei Wu; Ao Li 007; Florin-Alexandru Vasluianu; Yulun Zhang 001; Shuhang Gu; Le Zhang 001; Ce Zhu; Radu Timofte; Zhi Jin; Hongjun Wu; Chenxi Wang; et al. (CVPR Workshops, 2024)

MovieChat: From Dense Token to Sparse Memory for Long Video Understanding. - Enxin Song; Wenhao Chai; Guanhong Wang; Yucheng Zhang; Haoyang Zhou; Feiyang Wu; Haozhe Chi; Xun Guo; Tian Ye 001; Yanting Zhang 001; Yan Lu; Jenq-Neng Hwang; et al. (CVPR, 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)

Teaching Tailored to Talent: Adverse Weather Restoration via Prompt Pool and Depth-Anything Constraint. - Sixiang Chen; Tian Ye 001; Kai Zhang 008; Zhaohu Xing; Yunlong Lin; Lei Zhu 003 (ECCV (9), 2024)

See and Think: Embodied Agent in Virtual Environment. - Zhonghan Zhao; Wenhao Chai; Xuan Wang; Li Boyi; Shengyu Hao; Shidong Cao; Tian Ye 001; Gaoang Wang (ECCV (8), 2024)

Integrating View Conditions for Image Synthesis. - Jinbin Bai; Zhen Dong 003; Aosong Feng; Xiao Zhang; Tian Ye 001; Kaicheng Zhou (IJCAI, 2024)

Cross-conditioned Diffusion Model for Medical Image to Image Translation. - Zhaohu Xing; Sicheng Yang; Sixiang Chen; Tian Ye 001; Yijun Yang; Jing Qin 001; Lei Zhu 003 (MICCAI (7), 2024)

SegMamba: Long-Range Sequential Modeling Mamba for 3D Medical Image Segmentation. - Zhaohu Xing; Tian Ye 001; Yijun Yang; Guang Liu 006; Lei Zhu 003 (MICCAI (8), 2024)

Timeline and Boundary Guided Diffusion Network for Video Shadow Detection. - Haipeng Zhou; Hongqiu Wang; Tian Ye 001; Zhaohu Xing; Jun Ma 008; Ping Li 016; Qiong Wang 001; Lei Zhu 003 (ACM Multimedia, 2024)

RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models. - Haoyu Chen 003; Wenbo Li 002; Jinjin Gu; Jingjing Ren; Sixiang Chen; Tian Ye 001; Renjing Pei; Kaiwen Zhou; Fenglong Song; Lei Zhu 003 (NeurIPS, 2024)

MPM: A Unified 2D-3D Human Pose Representation via Masked Pose Modeling. - Zhenyu Zhang; Wenhao Chai; Zhongyu Jiang; Tian Ye 001; Mingli Song; Jenq-Neng Hwang; Gaoang Wang (PRCV (11), 2024)

Hierarchical Auto-Organizing System for Open-Ended Multi-Agent Navigation. - Zhonghan Zhao; Kewei Chen; Dongxu Guo; Wenhao Chai; Tian Ye 001; Yanting Zhang 001; Gaoang Wang (CoRR, 2024)

VersaT2I: Improving Text-to-Image Models with Versatile Reward. - Jianshu Guo; Wenhao Chai; Jie Deng; Hsiang-Wei Huang; Tian Ye 001; Yichen Xu; Jiawei Zhang; Jenq-Neng Hwang; Gaoang Wang (CoRR, 2024)

NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results. - Xiaoning Liu 003; Zongwei Wu; Ao Li 007; Florin-Alexandru Vasluianu; Yulun Zhang 001; Shuhang Gu; Le Zhang 001; Ce Zhu; Radu Timofte; Zhi Jin; Hongjun Wu; Chenxi Wang; et al. (CoRR, 2024)

MovieChat+: Question-aware Sparse Memory for Long Video Question Answering. - Enxin Song; Wenhao Chai; Tian Ye 001; Jenq-Neng Hwang; Xi Li; Gaoang Wang (CoRR, 2024)

STEVE Series: Step-by-Step Construction of Agent Systems in Minecraft. - Zhonghan Zhao; Wenhao Chai; Xuan Wang; Ke Ma; Kewei Chen; Dongxu Guo; Tian Ye 001; Yanting Zhang 001; Hongwei Wang 001; Gaoang Wang (CoRR, 2024)

AGLLDiff: Guiding Diffusion Models Towards Unsupervised Training-free Real-world Low-light Image Enhancement. - Yunlong Lin; Tian Ye 001; Sixiang Chen; Zhenqi Fu; Yingying Wang 005; Wenhao Chai; Zhaohu Xing; Lei Zhu 003; Xinghao Ding (CoRR, 2024)

Timeline and Boundary Guided Diffusion Network for Video Shadow Detection. - Haipeng Zhou; Honqiu Wang; Tian Ye 001; Zhaohu Xing; Jun Ma 008; Ping Li 016; Qiong Wang 001; Lei Zhu 003 (CoRR, 2024)

Unsupervised Low-light Image Enhancement with Lookup Tables and Diffusion Priors. - Yunlong Lin; Zhenqi Fu; Kairun Wen; Tian Ye 001; Sixiang Chen; Ge Meng; Yingying Wang 005; Yue Huang 001; Xiaotong Tu; Xinghao Ding (CoRR, 2024)

Bag of Design Choices for Inference of High-Resolution Masked Generative Transformer. - Shitong Shao; Zikai Zhou; Tian Ye 001; Lichen Bai; Zhiqiang Xu; Zeke Xie (CoRR, 2024)

Dual-former: Hybrid self-attention transformer for efficient image restoration. - Sixiang Chen; Tian Ye 001; Yun Liu 002; Erkang Chen (Digit. Signal Process., 2024)

Degradation-adaptive neural network for jointly single image dehazing and desnowing. - Erkang Chen; Sixiang Chen; Tian Ye 001; Yun Liu 002 (Frontiers Comput. Sci., 2024)

PromptHaze: Prompting Real-world Dehazing via Depth Anything Model. - Tian Ye 001; Sixiang Chen; Haoyu Chen 003; Wenhao Chai; Jingjing Ren; Zhaohu Xing; Wenxue Li; Lei Zhu 003 (AAAI, 2025)

Residual Diffusion Deblurring Model for Single Image Defocus Deblurring. - Haoxuan Feng; Haohui Zhou; Tian Ye 001; Sixiang Chen; Lei Zhu 003 (AAAI, 2025)

AGLLDiff: Guiding Diffusion Models Towards Unsupervised Training-free Real-world Low-light Image Enhancement. - Yunlong Lin; Tian Ye 001; Sixiang Chen; Zhenqi Fu; Yingying Wang 005; Wenhao Chai; Zhaohu Xing; Wenxue Li; Lei Zhu 003; Xinghao Ding (AAAI, 2025)

DPLUT: Unsupervised Low-light Image Enhancement with Lookup Tables and Diffusion Priors. - Yunlong Lin; Zhenqi Fu; Kairun Wen; Tian Ye 001; Sixiang Chen; Ge Meng; Yingying Wang 005; Chui Kong; Yue Huang 001; Xiaotong Tu; Xinghao Ding (AAAI, 2025)

Dehaze-RetinexGAN: Real-World Image Dehazing via Retinex-based Generative Adversarial Network. - Xinran Wang; Guang Yang; Tian Ye 001; Yun Liu 002 (AAAI, 2025)

POSTA: A Go-to Framework for Customized Artistic Poster Generation. - Haoyu Chen 003; Xiaojie Xu; Wenbo Li 002; Jingjing Ren; Tian Ye 001; Songhua Liu; Ying-Cong Chen; Lei Zhu 003; Xinchao Wang (CVPR, 2025)

SnowMaster: Comprehensive Real-world Image Desnowing via MLLM with Multi-Model Feedback Optimization. - Jianyu Lai; Sixiang Chen; Yunlong Lin; Tian Ye 001; Yun Liu 002; Song Fei; Zhaohu Xing; Hongtao Wu; Weiming Wang 002; Lei Zhu 003 (CVPR, 2025)

Detect Any Mirrors: Boosting Learning Reliability on Large-Scale Unlabeled Data with an Iterative Data Engine. - Zhaohu Xing; Lihao Liu; Yijun Yang; Hongqiu Wang; Tian Ye 001; Sixiang Chen; Wenxue Li; Guang Liu 006; Lei Zhu 003 (CVPR, 2025)

Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis. - Jinbin Bai; Tian Ye 001; Wei Chow; Enxin Song; Qing-Guo Chen; Xiangtai Li; Zhen Dong 003; Lei Zhu 003; Shuicheng Yan (ICLR, 2025)

Mutual learning for domain adaptation: Self-distillation image dehazing network with sample-cycle. - Erkang Chen; Lihan Tong; Tian Ye 001; Sixiang Chen; Yunchen Zhang; Yun Liu 002 (Displays, 2025)

Triplane-Smoothed Video Dehazing with CLIP-Enhanced Generalization. - Jingjing Ren; Haoyu Chen 003; Tian Ye 001; Hongtao Wu; Lei Zhu 003 (Int. J. Comput. Vis., 2025)

MagicInfinite: Generating Infinite Talking Videos with Your Words and Voice. - Hongwei Yi; Tian Ye 001; Shitong Shao; Xuancheng Yang; Jiantong Zhao; Hanzhong Guo; Terrance Wang; Qingyu Yin; Zeke Xie; Lei Zhu 003; Wei Li 049; Michael Lingelbach; et al. (CoRR, 2025)

CoRe2: Collect, Reflect and Refine to Generate Better and Faster. - Shitong Shao; Zikai Zhou; Dian Xie; Yuetong Fang; Tian Ye 001; Lichen Bai; Zeke Xie (CoRR, 2025)

MagicDistillation: Weak-to-Strong Video Distillation for Large-Scale Few-Step Synthesis. - Shitong Shao; Hongwei Yi; Hanzhong Guo; Tian Ye 001; Daquan Zhou; Michael Lingelbach; Zhiqiang Xu; Zeke Xie (CoRR, 2025)

An Empirical Study of GPT-4o Image Generation Capabilities. - Sixiang Chen; Jinbin Bai; Zhuoran Zhao; Tian Ye 001; Qingyu Shi; Donghao Zhou; Wenhao Chai; Xin Lin; Jianzong Wu; Chao Tang; Shilin Xu 001; Tao Zhang 042; et al. (CoRR, 2025)

PosterCraft: Rethinking High-Quality Aesthetic Poster Generation in a Unified Framework. - Sixiang Chen; Jianyu Lai; Jialin Gao; Tian Ye 001; Haoyu Chen 003; Hengyu Shi; Shitong Shao; Yunlong Lin; Song Fei; Zhaohu Xing; Yeying Jin; Junfeng Luo; et al. (CoRR, 2025)

AuroraLong: Bringing RNNs Back to Efficient Open-Ended Video Understanding. - Weili Xu; Enxin Song; Wenhao Chai; Xuexiang Wen; Tian Ye 001; Gaoang Wang (CoRR, 2025)

Diffusion Dataset Condensation: Training Your Diffusion Model Faster with Less Data. - Rui Huang; Shitong Shao; Zikai Zhou; Pukun Zhao; Hangyu Guo; Tian Ye 001; Lichen Bai; Shuo Yang; Zeke Xie (CoRR, 2025)