Ren, Wenqi

53 publications

NeurIPS 2025 Bio-Inspired Image Restoration Yuning Cui, Wenqi Ren, Alois Knoll

AAAI 2025 Critical Forgetting-Based Multi-Scale Disentanglement for Deepfake Detection Kai Li, Wenqi Ren, Jianshu Li, Wei Wang, Xiaochun Cao

CVPR 2025 Dual Prompting Image Restoration with Diffusion Transformers Dehong Kong, Fan Li, Zhixin Wang, Jiaqi Xu, Renjing Pei, Wenbo Li, WenQi Ren

AAAI 2025 Gaze Label Alignment: Alleviating Domain Shift for Gaze Estimation Guanzhong Zeng, Jingjing Wang, Zefu Xu, Pengwei Yin, Wenqi Ren, Di Xie, Jiang Zhu

ICCV 2025 Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models Teng Ma, Xiaojun Jia, Ranjie Duan, Xinfeng Li, Yihao Huang, Xiaoshuang Jia, Zhixuan Chu, Wenqi Ren

AAAI 2025 LVPTrack: High Performance Domain Adaptive UAV Tracking with Label Aligned Visual Prompt Tuning Hongjing Wu, Siyuan Yao, Feng Huang, Shu Wang, Linchao Zhang, Zhuoran Zheng, Wenqi Ren

AAAI 2025 RAP-SR: RestorAtion Prior Enhancement in Diffusion Models for Realistic Image Super-Resolution Jiangang Wang, Qingnan Fan, Jinwei Chen, Hong Gu, Feng Huang, Wenqi Ren

CVPR 2025 Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining Shangquan Sun, Wenqi Ren, Juxiang Zhou, Shu Wang, Jianhou Gan, Xiaochun Cao

ICCV 2025 UMDATrack: Unified Multi-Domain Adaptive Tracking Under Adverse Weather Conditions Siyuan Yao, Rui Zhu, Ziqi Wang, Wenqi Ren, Yanyang Yan, Xiaochun Cao

AAAI 2025 Ultra-High-Definition Dynamic Multi-Exposure Image Fusion via Infinite Pixel Learning Xingchi Chen, Zhuoran Zheng, Xuerui Li, Yuying Chen, Shu Wang, Wenqi Ren

AAAI 2025 Unsupervised Diffusion-Based Degradation Modeling for Real-World Super-Resolution Yuying Chen, Mingde Yao, Wenbo Li, Renjing Pei, Jinjing Zhao, Wenqi Ren

ECCV 2024 CountFormer: Multi-View Crowd Counting Transformer Hong Mo, Xiong Zhang, Jianchao Tan, Cheng Yang, Qiong Gu, Bo Hang, Wenqi Ren

NeurIPS 2024 EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models Shangquan Sun, Wenqi Ren, Zikun Liu, Hyunhee Park, Rui Wang, Xiaochun Cao

IJCAI 2024 Hybrid Frequency Modulation Network for Image Restoration Yuning Cui, Mingyu Liu, Wenqi Ren, Alois Knoll

CVPR 2024 Logit Standardization in Knowledge Distillation Shangquan Sun, Wenqi Ren, Jingzhi Li, Rui Wang, Xiaochun Cao

AAAI 2024 Omni-Kernel Network for Image Restoration Yuning Cui, Wenqi Ren, Alois Knoll

AAAI 2024 Omnidirectional Image Super-Resolution via Bi-Projection Fusion Jiangang Wang, Yuning Cui, Yawen Li, Wenqi Ren, Xiaochun Cao

CVPR 2024 PAD: Patch-Agnostic Defense Against Adversarial Patch Attacks Lihua Jing, Rui Wang, Wenqi Ren, Xin Dong, Cong Zou

ECCV 2024 Restoring Images in Adverse Weather Conditions via Histogram Transformer Shangquan Sun, Wenqi Ren, Xinwei Gao, Rui Wang, Xiaochun Cao

AAAI 2023 Dual-Domain Attention for Image Deblurring Yuning Cui, Yi Tao, Wenqi Ren, Alois Knoll

ICCV 2023 Focal Network for Image Restoration Yuning Cui, Wenqi Ren, Xiaochun Cao, Alois Knoll

AAAI 2023 High-Resolution Iterative Feedback Network for Camouflaged Object Detection Xiaobin Hu, Shuo Wang, Xuebin Qin, Hang Dai, Wenqi Ren, Donghao Luo, Ying Tai, Ling Shao

ICML 2023 IRNeXt: Rethinking Convolutional Network Design for Image Restoration Yuning Cui, Wenqi Ren, Sining Yang, Xiaochun Cao, Alois Knoll

ICCV 2023 Lightweight Image Super-Resolution with Superpixel Token Interaction Aiping Zhang, Wenqi Ren, Yi Liu, Xiaochun Cao

CVPRW 2023 NTIRE 2023 HR NonHomogeneous Dehazing Challenge Report Codruta O. Ancuti, Cosmin Ancuti, Florin-Alexandru Vasluianu, Radu Timofte, Han Zhou, Wei Dong, Yangyi Liu, Jun Chen, Huan Liu, Liangyan Li, Zijun Wu, Yubo Dong, Yuyan Li, Tian Qiu, Yu He, Yonghong Lu, Yinwei Wu, Zhenxiang Jiang, Songhua Liu, Xingyi Yang, Yongcheng Jing, Bilel Benjdira, Anas M. Ali, Anis Koubaa, Hao-Hsiang Yang, I-Hsiang Chen, Wei-Ting Chen, Zhi-Kai Huang, Yi-Chung Chen, Chia-Hsuan Hsieh, Hua-En Chang, Yuan-Chun Chiang, Sy-Yen Kuo, Yu Guo, Yuan Gao, Ryan Wen Liu, Yuxu Lu, Jingxiang Qu, Shengfeng He, Wenqi Ren, Trung Hoang, Haichuan Zhang, Amirsaeed Yazdani, Vishal Monga, Lehan Yang, Alex Jiahao Wu, Tiancheng Mai, Xiaofeng Cong, Xuemeng Yin, Xuefei Yin, Hazim Emad, Ahmed Abdallah, Yahya Yasser, Dalia Elshahat, Esraa Elbaz, Zhan Li, Wenqing Kuang, Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön, Zhao Zhang, Yanyan Wei, Junhu Wang, Suiyi Zhao, Huan Zheng, Jin Guo, Yangfan Sun, Tianli Liu, Dejun Hao, Kui Jiang, Anjali Sarvaiya, Kalpesh Prajapati, Ratnadeep Patra, Pragnesh Barik, Chaitanya Rathod, Kishor P. Upla, Kiran B. Raja, Raghavendra Ramachandra, Christoph Busch

CVPR 2023 Robust Single Image Reflection Removal Against Adversarial Attacks Zhenbo Song, Zhenyuan Zhang, Kaihao Zhang, Wenhan Luo, Zhaoxin Fan, Wenqi Ren, Jianfeng Lu

CVPRW 2023 SCANet: Self-Paced Semi-Curricular Attention Network for Non-Homogeneous Image Dehazing Yu Guo, Yuan Gao, Ryan Wen Liu, Yuxu Lu, Jingxiang Qu, Shengfeng He, Wenqi Ren

ICLR 2023 Selective Frequency Network for Image Restoration Yuning Cui, Yi Tao, Zhenshan Bing, Wenqi Ren, Xinwei Gao, Xiaochun Cao, Kai Huang, Alois Knoll

CVPR 2022 Image Dehazing Transformer with Transmission-Aware 3D Position Embedding Chun-Le Guo, Qixin Yan, Saeed Anwar, Runmin Cong, Wenqi Ren, Chongyi Li

NeurIPS 2022 Rethinking Image Restoration for Object Detection Shangquan Sun, Wenqi Ren, Tao Wang, Xiaochun Cao

IJCAI 2022 Self-Supervised Learning and Adaptation for Single Image Dehazing Yudong Liang, Bin Wang, Wangmeng Zuo, Jiaying Liu, Wenqi Ren

IJCAI 2021 A Comprehensive Survey on Image Dehazing Based on Deep Learning Jie Gui, Xiaofeng Cong, Yuan Cao, Wenqi Ren, Jun Zhang, Jing Zhang, Dacheng Tao

CVPR 2021 ARVo: Learning All-Range Volumetric Correspondence for Video Deblurring Dongxu Li, Chenchen Xu, Kaihao Zhang, Xin Yu, Yiran Zhong, Wenqi Ren, Hanna Suominen, Hongdong Li

ICCV 2021 Benchmarking Ultra-High-Definition Image Super-Resolution Kaihao Zhang, Dongxu Li, Wenhan Luo, Wenqi Ren, Björn Stenger, Wei Liu, Hongdong Li, Ming-Hsuan Yang

IJCAI 2021 Clustering-Induced Adaptive Structure Enhancing Network for Incomplete Multi-View Data Zhe Xue, Junping Du, Changwei Zheng, Jie Song, Wenqi Ren, MeiYu Liang

CVPR 2021 DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation Xiong Zhang, Hongmin Xu, Hong Mo, Jianchao Tan, Cheng Yang, Lei Wang, Wenqi Ren

ICCV 2021 Multi-Scale Separable Network for Ultra-High-Definition Video Deblurring Senyou Deng, Wenqi Ren, Yanyang Yan, Tao Wang, Fenglong Song, Xiaochun Cao

ICCV 2021 Pyramid Architecture Search for Real-Time Image Deblurring Xiaobin Hu, Wenqi Ren, Kaicheng Yu, Kaihao Zhang, Xiaochun Cao, Wei Liu, Bjoern Menze

CVPR 2021 Ultra-High-Definition Image Dehazing via Multi-Guided Bilateral Learning Zhuoran Zheng, Wenqi Ren, Xiaochun Cao, Xiaobin Hu, Tao Wang, Fenglong Song, Xiuyi Jia

ICCV 2021 Ultra-High-Definition Image HDR Reconstruction via Collaborative Bilateral Learning Zhuoran Zheng, Wenqi Ren, Xiaochun Cao, Tao Wang, Xiuyi Jia

CVPRW 2020 A Point Light Source Interference Removal Method for Image Dehazing Yanyang Yan, Shengdong Zhang, Mingye Ju, Wenqi Ren, Rui Wang, Yuanfang Guo

ECCV 2020 Beyond Monocular Deraining: Stereo Image Deraining via Semantic Understanding Kaihao Zhang, Wenhan Luo, Wenqi Ren, Jingwen Wang Fang Zhao, Lin Ma, Hongdong Li

CVPRW 2020 Color-Constrained Dehazing Model Shengdong Zhang, Yue Wu, Yuanjie Zhao, Zuomin Cheng, Wenqi Ren

ECCV 2020 Face Super-Resolution Guided by 3D Facial Priors Xiaobin Hu, Wenqi Ren, John LaMaster, Xiaochun Cao, Xiaoming Li, Zechao Li, Bjoern Menze, Wei Liu

ECCV 2020 Single Image Super-Resolution via a Holistic Attention Network Ben Niu, Weilei Wen, Wenqi Ren, Xiangde Zhang, Lianping Yang, Shuzhen Wang, Kaihao Zhang, Xiaochun Cao, Haifeng Shen

CVPRW 2020 VDFlow: Joint Learning for Optical Flow and Video Deblurring Yanyang Yan, Qingbo Wu, Bo Xu, Jingang Zhang, Wenqi Ren

IJCAI 2019 Deep Correlated Predictive Subspace Learning for Incomplete Multi-View Semi-Supervised Classification Zhe Xue, Junping Du, Dawei Du, Wenqi Ren, Siwei Lyu

NeurIPS 2018 Deep Non-Blind Deconvolution via Generalized Low-Rank Approximation Wenqi Ren, Jiawei Zhang, Lin Ma, Jinshan Pan, Xiaochun Cao, Wangmeng Zuo, Wei Liu, Ming-Hsuan Yang

ECCV 2018 Rendering Portraitures from Monocular Camera and Beyond Xiangyu Xu, Deqing Sun, Sifei Liu, Wenqi Ren, Yu-Jin Zhang, Ming-Hsuan Yang, Jian Sun

CVPR 2017 Image Deblurring via Extreme Channels Prior Yanyang Yan, Wenqi Ren, Yuanfang Guo, Rui Wang, Xiaochun Cao

ICCV 2017 Video Deblurring via Semantic Segmentation and Pixel-Wise Non-Linear Kernel Wenqi Ren, Jinshan Pan, Xiaochun Cao, Ming-Hsuan Yang

ECCV 2016 Single Image Dehazing via Multi-Scale Convolutional Neural Networks Wenqi Ren, Si Liu, Hua Zhang, Jin-shan Pan, Xiaochun Cao, Ming-Hsuan Yang

CVPR 2016 SketchNet: Sketch Classification with Web Images Hua Zhang, Si Liu, Changqing Zhang, Wenqi Ren, Rui Wang, Xiaochun Cao