3D Hand Pose Tracking and Estimation Using Stereo Matching. - Jiawei Zhang 002; Jianbo Jiao; Mingliang Chen; Liangqiong Qu; Xiaobin Xu 001; Qingxiong Yang (CoRR, 2016)

Learning Fully Convolutional Networks for Iterative Non-blind Deconvolution. - Jiawei Zhang 002; Jin-shan Pan; Wei-Sheng Lai; Rynson W. H. Lau; Ming-Hsuan Yang 001 (CVPR, 2017)

CREST: Convolutional Residual Learning for Visual Tracking. - Yibing Song; Chao Ma 004; Lijun Gong; Jiawei Zhang 002; Rynson W. H. Lau; Ming-Hsuan Yang 001 (ICCV, 2017)

A hand pose tracking benchmark from stereo matching. - Jiawei Zhang 002; Jianbo Jiao; Mingliang Chen; Liangqiong Qu; Xiaobin Xu 001; Qingxiong Yang (ICIP, 2017)

Fast Preprocessing for Robust Face Sketch Synthesis. - Yibing Song; Jiawei Zhang 002; Linchao Bao; Qingxiong Yang (IJCAI, 2017)

Learning to Hallucinate Face Images via Component Generation and Enhancement. - Yibing Song; Jiawei Zhang 002; Shengfeng He; Linchao Bao; Qingxiong Yang (IJCAI, 2017)

RGBD Salient Object Detection via Deep Fusion. - Liangqiong Qu; Shengfeng He; Jiawei Zhang 002; Jiandong Tian; Yandong Tang; Qingxiong Yang (IEEE Trans. Image Process., 2017)

Learning Dual Convolutional Neural Networks for Low-Level Vision. - Jinshan Pan; Sifei Liu; Deqing Sun; Jiawei Zhang 002; Yang Liu 119; Jimmy S. J. Ren; Zechao Li; Jinhui Tang 001; Huchuan Lu; Yu-Wing Tai; Ming-Hsuan Yang 001 (CVPR, 2018)

Gated Fusion Network for Single Image Dehazing. - Wenqi Ren; Lin Ma 002; Jiawei Zhang 002; Jinshan Pan; Xiaochun Cao; Wei Liu 005; Ming-Hsuan Yang 001 (CVPR, 2018)

Unsupervised Image Super-Resolution Using Cycle-in-Cycle Generative Adversarial Networks. - Yuan Yuan 007; Siyuan Liu; Jiawei Zhang 002; Yongbing Zhang 002; Chao Dong 005; Liang Lin (CVPR Workshops, 2018)

Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural Networks. - Jiawei Zhang 002; Jinshan Pan; Jimmy S. J. Ren; Yibing Song; Linchao Bao; Rynson W. H. Lau; Ming-Hsuan Yang 001 (CVPR, 2018)

Grassmann Pooling as Compact Homogeneous Bilinear Pooling for Fine-Grained Visual Classification. - Xing Wei 001; Yue Zhang; Yihong Gong; Jiawei Zhang 002; Nanning Zheng 001 (ECCV (3), 2018)

Deep Non-Blind Deconvolution via Generalized Low-Rank Approximation. - Wenqi Ren; Jiawei Zhang 002; Lin Ma 002; Jinshan Pan; Xiaochun Cao; Wangmeng Zuo; Wei Liu 005; Ming-Hsuan Yang 001 (NeurIPS, 2018)

Learning Selfie-Friendly Abstraction from Artistic Style Images. - Yicun Liu; Jimmy S. J. Ren; Jianbo Liu; Jiawei Zhang 002; Xiaohao Chen (CoRR, 2018)

Specular highlight reduction with known surface geometry. - Xing Wei 001; Xiaobin Xu 001; Jiawei Zhang 002; Yihong Gong (Comput. Vis. Image Underst., 2018)

DAVANet: Stereo Deblurring With View Aggregation. - Shangchen Zhou; Jiawei Zhang 002; Wangmeng Zuo; Haozhe Xie; Jinshan Pan; Jimmy S. Ren (CVPR, 2019)

Spatio-Temporal Filter Adaptive Network for Video Deblurring. - Shangchen Zhou; Jiawei Zhang 002; Jinshan Pan; Wangmeng Zuo; Haozhe Xie; Jimmy S. J. Ren (ICCV, 2019)

Recovering Extremely Degraded Faces by Joint Super-Resolution and Facial Composite. - Xiu Li 001; Guichun Duan; Zhouxia Wang; Jimmy S. J. Ren; Yongbing Zhang 002; Jiawei Zhang 002; Kaixiang Song (ICTAI, 2019)

Joint Face Hallucination and Deblurring via Structure Generation and Detail Enhancement. - Yibing Song; Jiawei Zhang 002; Lijun Gong; Shengfeng He; Linchao Bao; Jinshan Pan; Qingxiong Yang; Ming-Hsuan Yang 001 (Int. J. Comput. Vis., 2019)

Interactive Hierarchical Object Proposals. - Mingliang Chen; Jiawei Zhang 002; Shengfeng He; Qingxiong Yang; Qing Li 001; Ming-Hsuan Yang 001 (IEEE Trans. Circuits Syst. Video Technol., 2019)

Learning to Deblur Face Images via Sketch Synthesis. - Songnan Lin; Jiawei Zhang 002; Jinshan Pan; Yicun Liu; Yongtian Wang; Jing S. J. Chen; Jimmy S. Ren (AAAI, 2020)

Visually Imbalanced Stereo Matching. - Yicun Liu; Jimmy S. Ren; Jiawei Zhang 002; Jianbo Liu; Mude Lin (CVPR, 2020)

Learning a Reinforced Agent for Flexible Exposure Bracketing Selection. - Zhouxia Wang; Jiawei Zhang 002; Mude Lin; Jiong Wang; Ping Luo 002; Jimmy S. J. Ren (CVPR, 2020)

AIM 2020 Challenge on Learned Image Signal Processing Pipeline. - Andrey Ignatov; Radu Timofte; Zhilu Zhang 001; Ming Liu 018; Haolin Wang; Wangmeng Zuo; Jiawei Zhang 002; Ruimao Zhang; Zhanglin Peng; Sijie Ren; Linhui Dai; Xiaohong Liu 001; et al. (ECCV Workshops (3), 2020)

Learning Event-Driven Video Deblurring and Interpolation. - Songnan Lin; Jiawei Zhang 002; Jinshan Pan; Zhe Jiang; Dongqing Zou; Yongtian Wang; Jing Chen 018; Jimmy S. J. Ren (ECCV (8), 2020)

EfficientFCN: Holistically-Guided Decoding for Semantic Segmentation. - Jianbo Liu; Junjun He; Jiawei Zhang 002; Jimmy S. Ren; Hongsheng Li 001 (ECCV (26), 2020)

Cross-Scale Internal Graph Neural Network for Image Super-Resolution. - Shangchen Zhou; Jiawei Zhang 002; Wangmeng Zuo; Chen Change Loy (NeurIPS, 2020)

Self-Guided Novel View Synthesis via Elastic Displacement Network. - Yicun Liu; Jiawei Zhang 002; Ye Ma; Jimmy S. Ren (WACV, 2020)

Deep Blind Video Super-resolution. - Jinshan Pan; Songsheng Cheng; Jiawei Zhang 002; Jinhui Tang 001 (CoRR, 2020)

AIM 2020 Challenge on Learned Image Signal Processing Pipeline. - Andrey Ignatov; Radu Timofte; Zhilu Zhang 001; Ming Liu 018; Haolin Wang; Wangmeng Zuo; Jiawei Zhang 002; Ruimao Zhang; Zhanglin Peng; Sijie Ren; Linhui Dai; Xiaohong Liu 001; et al. (CoRR, 2020)

Cross-spectral stereo matching for facial disparity estimation in the dark. - Songnan Lin; Jiawei Zhang 002; Jing Chen 018; Yongtian Wang; Yicun Liu; Jimmy S. J. Ren (Comput. Vis. Image Underst., 2020)

Robust Face Super-Resolution via Position Relation Model Based on Global Face Context. - Liang Chen 026; Jinshan Pan; Junjun Jiang; Jiawei Zhang 002; Yi Wu 010 (IEEE Trans. Image Process., 2020)

Efficient Deep Image Denoising via Class Specific Convolution. - Lu Xu; Jiawei Zhang 002; Xuanye Cheng; Feng Zhang 047; Xing Wei 001; Jimmy S. J. Ren (AAAI, 2021)

Blind Deblurring for Saturated Images. - Liang Chen 026; Jiawei Zhang 002; Songnan Lin; Faming Fang; Jimmy S. Ren (CVPR, 2021)

Learning a Non-Blind Deblurring Network for Night Blurry Images. - Liang Chen 026; Jiawei Zhang 002; Jinshan Pan; Songnan Lin; Faming Fang; Jimmy S. Ren (CVPR, 2021)

Deep Blind Video Super-resolution. - Jinshan Pan; Haoran Bai; Jiangxin Dong; Jiawei Zhang 002; Jinhui Tang 001 (ICCV, 2021)

Learning RAW-to-sRGB Mappings with Inaccurately Aligned Supervision. - Zhilu Zhang 001; Haolin Wang; Ming Liu 018; Ruohao Wang; Jiawei Zhang 002; Wangmeng Zuo (ICCV, 2021)

Progressive-Scale Boundary Blackbox Attack via Projective Gradient Estimation. - Jiawei Zhang 002; Linyi Li 001; Huichen Li; Xiaolu Zhang; Shuang Yang; Bo Li 026 (ICML, 2021)

Physics-Based Generative Adversarial Models for Image Restoration and Beyond. - Jinshan Pan; Jiangxin Dong; Yang Liu 119; Jiawei Zhang 002; Jimmy S. J. Ren; Jinhui Tang 001; Yu-Wing Tai; Ming-Hsuan Yang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Multi-Stage Degradation Homogenization for Super-Resolution of Face Images With Extreme Degradations. - Liang Chen 026; Jinshan Pan; Junjun Jiang; Jiawei Zhang 002; Zhen Han 002; Linchao Bao (IEEE Trans. Image Process., 2021)

RestoreFormer: High-Quality Blind Face Restoration from Undegraded Key-Value Pairs. - Zhouxia Wang; Jiawei Zhang 002; Runjian Chen; Wenping Wang 001; Ping Luo 002 (CVPR, 2022)

Efficient and Accurate Quantized Image Super-Resolution on Mobile NPUs, Mobile AI & AIM 2022 Challenge: Report. - Andrey Ignatov; Radu Timofte; Maurizio Denna; Abdel Younes; Ganzorig Gankhuyag; Jingang Huh; Myeong Kyun Kim; Kihwan Yoon; Hyeon-Cheol Moon; Seungho Lee; Yoonsik Choe; Jinwoo Jeong; et al. (ECCV Workshops (3), 2022)

Self-Guided Video Super-Resolution Based on a Fast Deformable ConvGRU Model. - Jingming Chen; Yuan Yuan 007; Jiawei Zhang 002; Jianping Luo (ICME, 2022)

Double Sampling Randomized Smoothing. - Linyi Li 001; Jiawei Zhang 002; Tao Xie 001; Bo Li 026 (ICML, 2022)

Improving Certified Robustness via Statistical Learning with Logical Reasoning. - Zhuolin Yang; Zhikuan Zhao; Boxin Wang; Jiawei Zhang 002; Linyi Li 001; Hengzhi Pei; Bojan Karlas; Ji Liu 002; Heng Guo 001; Ce Zhang 001; Bo Li 026 (NeurIPS, 2022)

Efficient and Accurate Quantized Image Super-Resolution on Mobile NPUs, Mobile AI & AIM 2022 challenge: Report. - Andrey Ignatov; Radu Timofte; Maurizio Denna; Abdel Younes; Ganzorig Gankhuyag; Jingang Huh; Myeong Kyun Kim; Kihwan Yoon; Hyeon-Cheol Moon; Seungho Lee; Yoonsik Choe; Jinwoo Jeong; et al. (CoRR, 2022)

Dual Convolutional Neural Networks for Low-Level Vision. - Jinshan Pan; Deqing Sun; Jiawei Zhang 002; Jinhui Tang 001; Jian Yang 003; Yu-Wing Tai; Ming-Hsuan Yang 001 (Int. J. Comput. Vis., 2022)

Deblurring Dynamic Scenes via Spatially Varying Recurrent Neural Networks. - Wenqi Ren; Jiawei Zhang 002; Jinshan Pan; Sifei Liu; Jimmy S. Ren; Junping Du 001; Xiaochun Cao; Ming-Hsuan Yang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Deep Dynamic Scene Deblurring From Optical Flow. - Jiawei Zhang 002; Jinshan Pan; Daoye Wang; Shangchen Zhou; Xing Wei 001; Furong Zhao; Jianbo Liu; Jimmy S. J. Ren (IEEE Trans. Circuits Syst. Video Technol., 2022)

MIPI 2023 Challenge on RGBW Remosaic: Methods and Results. - Qianhui Sun 002; Qingyu Yang; Chongyi Li; Shangchen Zhou; Ruicheng Feng; Yuekun Dai; Wenxiu Sun; Qingpeng Zhu; Chen Change Loy; Jinwei Gu; Yuqing Liu; Hongyuan Yu; et al. (CVPR Workshops, 2023)

Self-Supervised Intensity-Event Stereo Matching. - Jinjin Gu; Jinan Zhou; Ringo Sai Wo Chu; Yan Chen; Jiawei Zhang 002; Xuanye Cheng; Song Zhang; Jimmy S. Ren (Imaging Sensors and Systems, 2023)

Joint Demosaicing and Denoising with Gradient Guidance in Quad Bayer CFA. - Xun Wu; Yaqi Wu; Jiawei Zhang 002; Feng Zhang 047; Jimmy S. J. Ren (ICIP, 2023)

Generic Attention-model Explainability by Weighted Relevance Accumulation. - Yiming Huang; Aozhe Jia; Xiaodan Zhang 003; Jiawei Zhang 002 (MMAsia, 2023)

CARE: Certifiably Robust Learning with Reasoning via Variational Inference. - Jiawei Zhang 002; Linyi Li 001; Ce Zhang 001; Bo Li 026 (SaTML, 2023)

DiffSmooth: Certifiably Robust Learning via Diffusion Models and Local Smoothing. - Jiawei Zhang 002; Zhongzhu Chen; Huan Zhang 001; Chaowei Xiao; Bo Li 026 (USENIX Security Symposium, 2023)

RestoreFormer++: Towards Real-World Blind Face Restoration From Undegraded Key-Value Pairs. - Zhouxia Wang; Jiawei Zhang 002; Tianshui Chen; Wenping Wang 001; Ping Luo 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

ChatScene: Knowledge-Enabled Safety-Critical Scenario Generation for Autonomous Vehicles. - Jiawei Zhang 002; Chejian Xu; Bo Li 026 (CVPR, 2024)

An Efficient Transformer For Demosaicing Via Compressed Multi-Branch Attention Mechanism. - Xun Wu; Fanqing Meng; Yaqi Wu; Jiawei Zhang 002; Feng Zhang 047 (ICASSP, 2024)

MuseGraph: Graph-oriented Instruction Tuning of Large Language Models for Generic Graph Mining. - Yanchao Tan; Hang Lv 010; Xinyi Huang; Jiawei Zhang 002; Shiping Wang; Carl Yang 001 (CoRR, 2024)

KnowHalu: Hallucination Detection via Multi-Form Knowledge Based Factual Checking. - Jiawei Zhang 002; Chejian Xu; Yu Gai; Freddy Lécué; Dawn Song; Bo Li 026 (CoRR, 2024)

GuardAgent: Safeguard LLM Agents by a Guard Agent via Knowledge-Enabled Reasoning. - Zhen Xiang; Linzhi Zheng; Yanjie Li; Junyuan Hong; Qinbin Li; Han Xie; Jiawei Zhang 002; Zidi Xiong; Chulin Xie; Carl Yang 001; Dawn Song; Bo Li 026 (CoRR, 2024)

DiffRetouch: Using Diffusion to Retouch on the Shoulder of Experts. - Zheng-Peng Duan; Jiawei Zhang 002; Zheng Lin 005; Xin Jin 005; Dongqing Zou; Chunle Guo; Chongyi Li (CoRR, 2024)

AdvWeb: Controllable Black-box Attacks on VLM-powered Web Agents. - Chejian Xu; Mintong Kang; Jiawei Zhang 002; Zeyi Liao; Lingbo Mo; Mengqi Yuan; Huan Sun 001; Bo Li 026 (CoRR, 2024)

Semantic Segmentation Prior for Diffusion-Based Real-World Super-Resolution. - Jiahua Xiao; Jiawei Zhang 002; Dongqing Zou; Xiaodan Zhang 003; Jimmy S. J. Ren; Xing Wei 001 (CoRR, 2024)

Learning Diverse Tone Styles for Image Retouching. - Haolin Wang; Jiawei Zhang 002; Ming Liu 018; Xiaohe Wu; Wangmeng Zuo (IEEE Trans. Image Process., 2024)

Analysis and Benchmarking of Extending Blind Face Image Restoration to Videos. - Zhouxia Wang; Jiawei Zhang 002; Xintao Wang 002; Tianshui Chen; Ying Shan; Wenping Wang 001; Ping Luo 002 (IEEE Trans. Image Process., 2024)

Deep Richardson-Lucy Deconvolution for Low-Light Image Deblurring. - Liang Chen 026; Jiawei Zhang 002; Zhenhua Li; Yunxuan Wei; Faming Fang; Jimmy S. J. Ren; Jinshan Pan (Int. J. Comput. Vis., 2024)

A Diffusion-Based Framework for Occluded Object Movement. - Zheng-Peng Duan; Jiawei Zhang 002; Siyu Liu; Zheng Lin 005; Chun-Le Guo; Dongqing Zou; Jimmy S. J. Ren; Chongyi Li (AAAI, 2025)

DiffRetouch: Using Diffusion to Retouch on the Shoulder of Experts. - Zheng-Peng Duan; Jiawei Zhang 002; Zheng Lin 005; Xin Jin 005; Xundong Wang; Dongqing Zou; Chun-Le Guo; Chongyi Li (AAAI, 2025)

Eia: Environmental Injection Attack on Generalist Web Agents for Privacy Leakage. - Zeyi Liao; Lingbo Mo; Chejian Xu; Mintong Kang; Jiawei Zhang 002; Chaowei Xiao; Yuan Tian; Bo Li 026; Huan Sun 001 (ICLR, 2025)

MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models. - Chejian Xu; Jiawei Zhang 002; Zhaorun Chen; Chulin Xie; Mintong Kang; Yujin Potter; Zhun Wang; Zhuowen Yuan; Alexander Xiong; Zidi Xiong; Chenhui Zhang; Lingzhi Yuan; et al. (ICLR, 2025)

DeblurDiff: Real-World Image Deblurring with Generative Diffusion Models. - Lingshun Kong; Jiawei Zhang 002; Dongqing Zou; Jimmy S. J. Ren; Xiaohe Wu; Jiangxin Dong; Jinshan Pan (CoRR, 2025)

MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models. - Chejian Xu; Jiawei Zhang 002; Zhaorun Chen; Chulin Xie; Mintong Kang; Yujin Potter; Zhun Wang; Zhuowen Yuan; Alexander Xiong; Zidi Xiong; Chenhui Zhang; Lingzhi Yuan; et al. (CoRR, 2025)

DiT4SR: Taming Diffusion Transformer for Real-World Image Super-Resolution. - Zheng-Peng Duan; Jiawei Zhang 002; Xin Jin 005; Ziheng Zhang; Zheng Xiong; Dongqing Zou; Jimmy S. Ren; Chun-Le Guo; Chongyi Li (CoRR, 2025)

Frequency-domain Learning with Kernel Prior for Blind Image Deblurring. - Jixiang Sun; Fei Lei; Jiawei Zhang 002; Wenxiu Sun; Yujiu Yang (CoRR, 2025)

GuardSet-X: Massive Multi-Domain Safety Policy-Grounded Guardrail Dataset. - Mintong Kang; Zhaorun Chen; Chejian Xu; Jiawei Zhang 002; Chengquan Guo; Minzhou Pan; Ivan Revilla; Yu Sun; Bo Li 026 (CoRR, 2025)