Yang, Wenhan

57 publications

ICCV 2025 AFUNet: Cross-Iterative Alignment-Fusion Synergy for HDR Reconstruction via Deep Unfolding Paradigm Xinyue Li, Zhangkai Ni, Wenhan Yang

ICCV 2025 Adaptive Dual Uncertainty Optimization: Boosting Monocular 3D Object Detection Under Test-Time Shifts Zixuan Hu, Dongxiao Li, Xinzhu Ma, Shixiang Tang, Xiaotong Li, Wenhan Yang, Ling-Yu Duan

AAAI 2025 Backdoor Attacks Against No-Reference Image Quality Assessment Models via a Scalable Trigger Yi Yu, Song Xia, Xun Lin, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot

ICCV 2025 Cross-Granularity Online Optimization with Masked Compensated Information for Learned Image Compression Haowei Kuang, Wenhan Yang, Zongming Guo, Jiaying Liu

NeurIPS 2025 End-to-End Low-Light Enhancement for Object Detection with Learned Metadata from RAWs Xuelin Shen, Haifeng Jiao, Yitong Wang, Yulin He, Wenhan Yang

AAAI 2025 Fast Omni-Directional Image Super-Resolution: Adapting the Implicit Image Function with Pixel and Semantic-Wise Spherical Geometric Priors Xuelin Shen, Yitong Wang, Silin Zheng, Kang Xiao, Wenhan Yang, Xu Wang

ICML 2025 MTL-UE: Learning to Learn Nothing for Multi-Task Learning Yi Yu, Song Xia, Siyuan Yang, Chenqi Kong, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex Kot

ICLR 2025 Mini-Batch Coresets for Memory-Efficient Language Model Training on Data Mixtures Dang Nguyen, Wenhan Yang, Rathul Anand, Yu Yang, Baharan Mirzasoleiman

CVPRW 2025 NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Xin Li, Yeying Jin, Xin Jin, Zongwei Wu, Bingchen Li, Yufei Wang, Wenhan Yang, Yu Li, Zhibo Chen, Bihan Wen, Robby T. Tan, Radu Timofte, Qiyu Rong, Hongyuan Jing, Mengmeng Zhang, Jinglong Li, Xiangyu Lu, Yi Ren, Yuting Liu, Meng Zhang, Xiang Chen, Qiyuan Guan, Jiangxin Dong, Jinshan Pan, Conglin Gou, Qirui Yang, Fangpu Zhang, Yunlong Lin, Sixiang Chen, Guoxi Huang, Ruirui Lin, Yan Zhang, Jingyu Yang, Huanjing Yue, Jiyuan Chen, Qiaosi Yi, Hongjun Wang, Chenxi Xie, Shuai Li, Yuhui Wu, Kaiyi Ma, Jiakui Hu, Juncheng Li, Liwen Pan, Guangwei Gao, Wenjie Li, Zhenyu Jin, Heng Guo, Zhanyu Ma, Yubo Wang, Jinghua Wang, Wangzhi Xing, Anjusree Karnavar, Diqi Chen, Mohammad Aminul Islam, Hao Yang, Ruikun Zhang, Liyuan Pan, Qianhao Luo, Xin Cao, Han Zhou, Yan Min, Wei Dong, Jun Chen, Taoyi Wu, Weijia Dou, Yu Wang, Shengjie Zhao, Yongcheng Huang, Xingyu Han, Anyan Huang, Hongtao Wu, Hong Wang, Yefeng Zheng, Abhijeet Kumar, Aman Kumar, Marcos V. Conde, Paula Garrido, Daniel Feijoo, Juan C. Benito, Guanglu Dong, Xin Lin, Siyuan Liu, Tianheng Zheng, Jiayu Zhong, Shouyi Wang, Xiangtai Li, Lanqing Guo, Lu Qi, Chao Ren, Shuaibo Wang, Shilong Zhang, Wanyu Zhou, Yunze Wu, Qinzhong Tan, Jieyuan Pei, Zhuoxuan Li, Jiayu Wang, Haoyu Bian, Haoran Sun, Subhajit Paul, Ni Tang, Junhao Huang, Zihan Cheng, Hongyun Zhu, Yuehan Wu, Kaixin Deng, Huang Ouyang, Tianxin Xiao, Fan Yang, Zhizun Luo, Zeyu Xiao, Zhuoyuan Li, Pham Hoang Le Nguyen, Dinh Thien An, Luu Thanh Son, Kiet Van Nguyen, Ronghua Xu, Xianmin Tian, Weijian Zhou, Jiacheng Zhang, Yuqian Chen, Yihang Duan, Yujie Wu, Suresh Raikwar, Arsh Garg, Kritika Kritika, Jianhua Zheng, Xiaoshan Ma, Ruolin Zhao, Yongyu Yang, Yongsheng Liang, Guiming Huang, Qiang Li, Hongbin Zhang, Xiangyu Zheng, A. N. Rajagopalan

ICCV 2025 PRE-Mamba: A 4D State Space Model for Ultra-High-Frequent Event Camera Deraining Ciyu Ruan, Ruishan Guo, Zihang Gong, Jingao Xu, Wenhan Yang, Xinlei Chen

ICML 2025 Privacy-Shielded Image Compression: Defending Against Exploitation from Vision-Language Pretrained Models Xuelin Shen, Jiayin Xu, Kangsheng Yin, Wenhan Yang

NeurIPS 2025 Prompt-Guided Alignment with Information Bottleneck Makes Image Compression Also a Restorer Xuelin Shen, Quan Liu, Jiayin Xu, Wenhan Yang

CVPR 2025 Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems Song Xia, Yi Yu, Wenhan Yang, Meiwen Ding, Zhuo Chen, Ling-Yu Duan, Alex C. Kot, Xudong Jiang

AAAI 2025 UP-Restorer: When Unrolling Meets Prompts for Unified Image Restoration Minghao Liu, Wenhan Yang, Jinyi Luo, Jiaying Liu

AAAI 2025 Unified Coding for Both Human Perception and Generalized Machine Analytics with CLIP Supervision Kangsheng Yin, Quan Liu, Xuelin Shen, Yulin He, Wenhan Yang, Shiqi Wang

ICLR 2025 Which Tasks Should Be Compressed Together? a Causal Discovery Approach for Efficient Multi-Task Representation Compression Sha Guo, Jing Chen, Zixuan Hu, Zhuo Chen, Wenhan Yang, Yu Lin, Xing Jiang, Lingyu Duan

ECCV 2024 A Unified Image Compression Method for Human Perception and Multiple Vision Tasks Sha Guo, Lin Sui, Chen-Lin Zhang, Zhuo Chen, Wenhan Yang, Lingyu Duan

ICML 2024 Better Safe than Sorry: Pre-Training CLIP Against Targeted Data Poisoning and Backdoor Attacks Wenhan Yang, Jingdong Gao, Baharan Mirzasoleiman

AAAI 2024 ColNeRF: Collaboration for Generalizable Sparse Input Neural Radiance Field Zhangkai Ni, Peiqi Yang, Wenhan Yang, Hanli Wang, Lin Ma, Sam Kwong

NeurIPS 2024 ContextGS : Compact 3D Gaussian Splatting with Anchor Level Context Model Yufei Wang, Zhihao Li, Lanqing Guo, Wenhan Yang, Alex C. Kot, Bihan Wen

ICML 2024 Correcting Diffusion-Based Perceptual Image Compression with Privileged End-to-End Decoder Yiyang Ma, Wenhan Yang, Jiaying Liu

NeurIPS 2024 DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor Juncheng Wu, Zhangkai Ni, Hanli Wang, Wenhan Yang, Yuyin Zhou, Shiqi Wang

AAAI 2024 DeS3: Adaptive Attention-Driven Self and Soft Shadow Removal Using ViT Similarity Yeying Jin, Wei Ye, Wenhan Yang, Yuan Yuan, Robby T. Tan

ECCV 2024 E3M: Zero-Shot Spatio-Temporal Video Grounding with Expectation-Maximization Multimodal Modulation Peijun Bao, Zihao Shao, Wenhan Yang, Boon Poh Ng, Alex Kot

UAI 2024 Graph Contrastive Learning Under Heterophily via Graph Filters Wenhan Yang, Baharan Mirzasoleiman

AAAI 2024 Local-Global Multi-Modal Distillation for Weakly-Supervised Temporal Video Grounding Peijun Bao, Yong Xia, Wenhan Yang, Boon Poh Ng, Meng Hwa Er, Alex C. Kot

CVPR 2024 Misalignment-Robust Frequency Distribution Loss for Image Transformation Zhangkai Ni, Juncheng Wu, Zian Wang, Wenhan Yang, Hanli Wang, Lin Ma

AAAI 2024 Omnipotent Distillation with LLMs for Weakly-Supervised Natural Language Video Localization: When Divergence Meets Consistency Peijun Bao, Zihao Shao, Wenhan Yang, Boon Poh Ng, Meng Hwa Er, Alex C. Kot

ICML 2024 Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders Yi Yu, Yufei Wang, Song Xia, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex Kot

ECCV 2024 Region-Adaptive Transform with Segmentation Prior for Image Compression Yuxi Liu, Wenhan Yang, Huihui Bai, Yunchao Wei, Yao Zhao

AAAI 2024 Seeing Dark Videos via Self-Learned Bottleneck Neural Representation Haofeng Huang, Wenhan Yang, Lingyu Duan, Jiaying Liu

CVPR 2024 SinSR: Diffusion-Based Image Super-Resolution in a Single Step Yufei Wang, Wenhan Yang, Xinyuan Chen, Yaohui Wang, Lanqing Guo, Lap-Pui Chau, Ziwei Liu, Yu Qiao, Alex C. Kot, Bihan Wen

ICLR 2024 Solving Diffusion ODEs with Optimal Boundary Conditions for Better Image Super-Resolution Yiyang Ma, Huan Yang, Wenhan Yang, Jianlong Fu, Jiaying Liu

NeurIPS 2024 Transferable Adversarial Attacks on SAM and Its Downstream Models Song Xia, Wenhan Yang, Yi Yu, Xun Lin, Henghui Ding, Lingyu Duan, Xudong Jiang

ECCV 2024 Unrolled Decomposed Unpaired Learning for Controllable Low-Light Video Enhancement Lingyu Zhu, Wenhan Yang, Baoliang Chen, Hanwei Zhu, Zhangkai Ni, Qi Mao, Shiqi Wang

CVPR 2023 Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger Yi Yu, Yufei Wang, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot

ICCV 2023 Boundary-Aware Divide and Conquer: A Diffusion-Based Solution for Unsupervised Shadow Removal Lanqing Guo, Chong Wang, Wenhan Yang, Yufei Wang, Bihan Wen

AAAI 2023 Cross-Modal Label Contrastive Learning for Unsupervised Audio-Visual Event Localization Peijun Bao, Wenhan Yang, Boon Poh Ng, Meng Hwa Er, Alex C. Kot

AAAI 2023 Estimating Reflectance Layer from a Single Image: Integrating Reflectance Guidance and Shadow/Specular Aware Learning Yeying Jin, Ruoteng Li, Wenhan Yang, Robby T. Tan

ICCV 2023 ExposureDiffusion: Learning to Expose for Low-Light Image Enhancement Yufei Wang, Yi Yu, Wenhan Yang, Lanqing Guo, Lap-Pui Chau, Alex C. Kot, Bihan Wen

CVPR 2023 Raw Image Reconstruction with Learned Compact Metadata Yufei Wang, Yi Yu, Wenhan Yang, Lanqing Guo, Lap-Pui Chau, Alex C. Kot, Bihan Wen

NeurIPS 2023 Robust Contrastive Language-Image Pretraining Against Data Poisoning and Backdoor Attacks Wenhan Yang, Jingdong Gao, Baharan Mirzasoleiman

CVPR 2023 ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal Lanqing Guo, Chong Wang, Wenhan Yang, Siyu Huang, Yufei Wang, Hanspeter Pfister, Bihan Wen

ICCV 2023 Similarity Min-Max: Zero-Shot Day-Night Domain Adaptation Rundong Luo, Wenjing Wang, Wenhan Yang, Jiaying Liu

AAAI 2022 Low-Light Image Enhancement with Normalizing Flow Yufei Wang, Renjie Wan, Wenhan Yang, Haoliang Li, Lap-Pui Chau, Alex C. Kot

CVPR 2022 MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning Shiming Chen, Ziming Hong, Guo-Sen Xie, Wenhan Yang, Qinmu Peng, Kai Wang, Jian Zhao, Xinge You

CVPR 2022 Neural Data-Dependent Transform for Learned Image Compression Dezhao Wang, Wenhan Yang, Yueyu Hu, Jiaying Liu

IJCAI 2022 Semantic Compression Embedding for Generative Zero-Shot Learning Ziming Hong, Shiming Chen, Guo-Sen Xie, Wenhan Yang, Jian Zhao, Yuanjie Shao, Qinmu Peng, Xinge You

AAAI 2022 Semantically Contrastive Learning for Low-Light Image Enhancement Dong Liang, Ling Li, Mingqiang Wei, Shuo Yang, Liyan Zhang, Wenhan Yang, Yun Du, Huiyu Zhou

CVPR 2022 Towards Robust Rain Removal Against Adversarial Attacks: A Comprehensive Benchmark Analysis and Beyond Yi Yu, Wenhan Yang, Yap-Peng Tan, Alex C. Kot

CVPR 2022 URetinex-Net: Retinex-Based Deep Unfolding Network for Low-Light Image Enhancement Wenhui Wu, Jian Weng, Pingping Zhang, Xu Wang, Wenhan Yang, Jianmin Jiang

ECCV 2022 Unsupervised Night Image Enhancement: When Layer Decomposition Meets Light-Effects Suppression Yeying Jin, Wenhan Yang, Robby T. Tan

CVPR 2021 HLA-Face: Joint High-Low Adaptation for Low Light Face Detection Wenjing Wang, Wenhan Yang, Jiaying Liu

CVPR 2021 Self-Aligned Video Deraining with Transmission-Depth Consistency Wending Yan, Robby T. Tan, Wenhan Yang, Dengxin Dai

AAAI 2020 Coarse-to-Fine Hyper-Prior Modeling for Learned Image Compression Yueyu Hu, Wenhan Yang, Jiaying Liu

AAAI 2020 Towards Scale-Free Rain Streak Removal via Self-Supervised Fractal Band Learning Wenhan Yang, Shiqi Wang, Dejia Xu, Xiaodong Wang, Jiaying Liu

CVPR 2017 Deep Joint Rain Detection and Removal from a Single Image Wenhan Yang, Robby T. Tan, Jiashi Feng, Jiaying Liu, Zongming Guo, Shuicheng Yan