Predict Market Share with Users' Online Activities Data: An Initial Study on Market Share and Search Index of Mobile Phone. - Kaiquan Xu; Jin S. Y. Xu; Long Liu 006; Jimmy S. J. Ren; Wei Wang 065; Stephen Shaoyi Liao; Yuxia Song (PACIS, 2010)

Optimal Refactoring Policy for Agile Information Systems Maintenance: A Control Theoretic Approach. - Jimmy S. J. Ren; Wei Wang 065; Zhimin Hua; Kaiquan Xu; Stephen Shaoyi Liao (ICIS, 2011)

Classifying Consumer Comparison Opinions to Uncover Product Strengths and Weaknesses. - Kaiquan Xu; Wei Wang 065; Jimmy S. J. Ren; Jin S. Y. Xu; Long Liu 006; Stephen Shaoyi Liao (Int. J. Intell. Inf. Technol., 2011)

When Multivariate Forecasting Meets Unsupervised Feature Learning - Towards a Novel Anomaly Detection Framework for Decision Support. - Jiawei Wang 021; Jimmy S. J. Ren; Wei Wang 065; Xin Li 004; Qiudan Li; Stephen Shaoyi Liao (ICIS, 2012)

An unsupervised feature learning approach to improve automatic incident detection. - Jimmy S. J. Ren; Wei Wang 065; Jiawei Wang 021; Stephen Shaoyi Liao (ITSC, 2012)

Exploring the Contribution of Unlabeled Data in Financial Sentiment Analysis. - Jimmy S. J. Ren; Wei Wang 065; Jiawei Wang 021; Stephen S. Y. Liao (AAAI, 2013)

Effective Sentiment Analysis of Corporate Financial Reports. - Jimmy S. J. Ren; Huizhong Ge; Xiaoyu Wu; Guan Wang; Wei Wang 065; Stephen Shaoyi Liao (ICIS, 2013)

Optimal Control Theory in Intelligent Transportation Systems Research - A Review - Jimmy S. J. Ren; Wei Wang 065; Stephen Shaoyi Liao (CoRR, 2013)

Deep Convolutional Neural Network for Image Deconvolution. - Li Xu 001; Jimmy S. J. Ren; Ce Liu 001; Jiaya Jia (NIPS, 2014)

The Process of Information Propagation Along a Traffic Stream Through Intervehicle Communication. - Wei Wang 065; Stephen Shaoyi Liao; Xin Li 004; Jimmy S. J. Ren (IEEE Trans. Intell. Transp. Syst., 2014)

On Vectorization of Deep Convolutional Neural Networks for Vision Tasks. - Jimmy S. J. Ren; Li Xu 001 (AAAI, 2015)

A Mixed-Methods Approach to Disclose the Influence of Twofold Information Usefulness on Sales. - Libo Ivy Liu; Jimmy S. J. Ren; Long Song; Kristijan Mirkovski (HICSS, 2015)

Deep Edge-Aware Filters. - Li Xu 001; Jimmy S. J. Ren; Qiong Yan; Renjie Liao; Jiaya Jia (ICML, 2015)

Deep Multimodal Speaker Naming. - Yongtao Hu 001; Jimmy S. J. Ren; Jingwen Dai; Chang Yuan; Li Xu 001; Wenping Wang 001 (ACM Multimedia, 2015)

Shepard Convolutional Neural Networks. - Jimmy S. J. Ren; Li Xu 001; Qiong Yan; Wenxiu Sun (NIPS, 2015)

Look, Listen and Learn - A Multimodal LSTM for Speaker Identification. - Jimmy S. J. Ren; Yongtao Hu 001; Yu-Wing Tai; Chuan Wang; Li Xu 001; Wenxiu Sun; Qiong Yan (AAAI, 2016)

Accurate Single Stage Detector Using Recurrent Rolling Convolution. - Jimmy S. J. Ren; Xiaohao Chen; Jianbo Liu; Wenxiu Sun; Jiahao Pang; Qiong Yan; Yu-Wing Tai; Li Xu 001 (CVPR, 2017)

Cascade Residual Learning: A Two-Stage Convolutional Neural Network for Stereo Matching. - Jiahao Pang; Wenxiu Sun; Jimmy S. J. Ren; Chengxi Yang; Qiong Yan (ICCV Workshops, 2017)

Robust Tracking Using Region Proposal Networks. - Jimmy S. J. Ren; Zhiyang Yu; Jianbo Liu; Rui Zhang; Wenxiu Sun; Jiahao Pang; Xiaohao Chen; Qiong Yan (CoRR, 2017)

Image Dehazing using Bilinear Composition Loss Function. - Hui Yang; Jinshan Pan; Qiong Yan; Wenxiu Sun; Jimmy S. J. Ren; Yu-Wing Tai (CoRR, 2017)

DSR: Direct Self-Rectification for Uncalibrated Dual-Lens Cameras. - Ruichao Xiao; Wenxiu Sun; Jiahao Pang; Qiong Yan; Jimmy S. J. Ren (3DV, 2018)

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

Single View Stereo Matching. - Yue Luo; Jimmy S. J. Ren; Mude Lin; Jiahao Pang; Wenxiu Sun; Hongsheng Li 001; Liang Lin (CVPR, 2018)

LSTM Pose Machines. - Yue Luo; Jimmy S. J. Ren; Zhouxia Wang; Wenxiu Sun; Jinshan Pan; Jianbo Liu; Jiahao Pang; Liang Lin (CVPR, 2018)

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)

Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains. - Jiahao Pang; Wenxiu Sun; Chengxi Yang; Jimmy S. J. Ren; Ruichao Xiao; Jin Zeng; Liang Lin (CVPR, 2018)

3D Human Pose Estimation in the Wild by Adversarial Learning. - Wei Yang 019; Wanli Ouyang; Xiaolong Wang 004; Jimmy S. J. Ren; Hongsheng Li 001; Xiaogang Wang 001 (CVPR, 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)

Learning Monocular Depth by Distilling Cross-Domain Stereo Networks. - Xiaoyang Guo; Hongsheng Li 001; Shuai Yi; Jimmy S. J. Ren; Xiaogang Wang 001 (ECCV (11), 2018)

Deep Reasoning with Knowledge Graph for Social Relationship Understanding. - Zhouxia Wang; Tianshui Chen; Jimmy S. J. Ren; Weihao Yu 001; Hui Cheng; Liang Lin (IJCAI, 2018)

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

Very Power Efficient Neural Time-of-Flight. - Yan Chen; Jimmy S. J. Ren; Xuanye Cheng; Keyuan Qian; Jinwei Gu (CoRR, 2018)

Structure-Preserving Stereoscopic View Synthesis With Multi-Scale Adversarial Correlation Matching. - Yu Zhang 035; Dongqing Zou; Jimmy S. Ren; Zhe Jiang; Xiaohao Chen (CVPR, 2019)

Spatially Variant Linear Representation Models for Joint Filtering. - Jinshan Pan; Jiangxin Dong; Jimmy S. J. Ren; Liang Lin; Jinhui Tang 001; Ming-Hsuan Yang 001 (CVPR, 2019)

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

Dual Student: Breaking the Limits of the Teacher in Semi-Supervised Learning. - Zhanghan Ke; Daoye Wang; Qiong Yan; Jimmy S. J. Ren; Rynson W. H. Lau (ICCV, 2019)

Learning Deep Priors for Image Dehazing. - Yang Liu 119; Jinshan Pan; Jimmy S. J. Ren; Zhixun Su (ICCV, 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)

Generalizing Monocular 3D Human Pose Estimation in the Wild. - Luyang Wang; Yan Chen; Zhenhua Guo 001; Keyuan Qian; Mude Lin; Hongsheng Li 001; Jimmy S. J. Ren (ICCV Workshops, 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)

Trinity of Pixel Enhancement: a Joint Solution for Demosaicking, Denoising and Super-Resolution. - Guocheng Qian; Jinjin Gu; Jimmy S. Ren; Chao Dong 005; Furong Zhao; Juan Lin (CoRR, 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)

Image Formation Model Guided Deep Image Super-Resolution. - Jinshan Pan; Yang Liu 119; Deqing Sun; Jimmy S. J. Ren; Ming-Ming Cheng; Jian Yang 003; Jinhui Tang 001 (AAAI, 2020)

Learning Event-Based Motion Deblurring. - Zhe Jiang; Yu Zhang 035; Dongqing Zou; Jimmy S. J. Ren; Jiancheng Lv 001; Yebin Liu (CVPR, 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)

PIPAL: A Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration. - Jinjin Gu; Haoming Cai; Haoyu Chen 003; Xiaoxing Ye; Jimmy S. Ren; Chao Dong 005 (ECCV (11), 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)

Learning to Predict Context-Adaptive Convolution for Semantic Segmentation. - Jianbo Liu; Junjun He; Yu Qiao 001; Jimmy S. Ren; Hongsheng Li 001 (ECCV (25), 2020)

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

Learning to See in the Dark with Events. - Song Zhang; Yu Zhang 035; Zhe Jiang; Dongqing Zou; Jimmy S. J. Ren; Bin Zhou (ECCV (18), 2020)

Very Power Efficient Neural Time-of-Flight. - Yan Chen; Jimmy S. J. Ren; Xuanye Cheng; Keyuan Qian; Luyang Wang; Jinwei Gu (WACV, 2020)

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

Image Quality Assessment for Perceptual Image Restoration: A New Dataset, Benchmark and Metric. - Jinjin Gu; Haoming Cai; Haoyu Chen 003; Xiaoxing Ye; Jimmy S. J. Ren; Chao Dong 005 (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)

Efficient Deep Image Denoising via Class Specific Convolution. - Lu Xu; Jiawei Zhang 002; Xuanye Cheng; Feng Zhang; 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)

NTIRE 2021 Challenge on Perceptual Image Quality Assessment. - Jinjin Gu; Haoming Cai; Chao Dong 005; Jimmy S. Ren; Yu Qiao 001; Shuhang Gu; Radu Timofte (CVPR Workshops, 2021)

A New Journey from SDRTV to HDRTV. - Xiangyu Chen 006; Zhengwen Zhang; Jimmy S. Ren; Lynhoo Tian; Yu Qiao 001; Chao Dong 005 (ICCV, 2021)

Bringing Events into Video Deblurring with Non-consecutively Blurry Frames. - Wei Shang 001; Dongwei Ren; Dongqing Zou; Jimmy S. Ren; Ping Luo 002; Wangmeng Zuo (ICCV, 2021)

Training Weakly Supervised Video Frame Interpolation with Events. - Zhiyang Yu; Yu Zhang 035; Deyuan Liu; Dongqing Zou; Xijun Chen; Yebin Liu; Jimmy S. Ren (ICCV, 2021)

Low-Dose CT Denoising Using A Structure-Preserving Kernel Prediction Network. - Lu Xu; Yuwei Zhang; Ying Liu; Daoye Wang; Mu Zhou; Jimmy S. J. Ren; Jingwei Wei; Zhaoxiang Ye (ICIP, 2021)

NTIRE 2021 Challenge on Perceptual Image Quality Assessment. - Jinjin Gu; Haoming Cai; Chao Dong 005; Jimmy S. Ren; Yu Qiao 001; Shuhang Gu; Radu Timofte; Manri Cheon; Sung-Jun Yoon; Byungyeon Kang; Junwoo Lee; Qing Zhang; et al. (CoRR, 2021)

Low-Dose CT Denoising Using a Structure-Preserving Kernel Prediction Network. - Lu Xu; Yuwei Zhang; Ying Liu; Daoye Wang; Mu Zhou; Jimmy S. Ren; Zhaoxiang Ye (CoRR, 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)

NTIRE 2022 Challenge on Perceptual Image Quality Assessment. - Jinjin Gu; Haoming Cai; Chao Dong 005; Jimmy S. Ren; Radu Timofte; Yuan Gong 002; Shanshan Lao; Shuwei Shi; Jiahao Wang; Sidi Yang; Tianhe Wu; Weihao Xia 001; et al. (CVPR Workshops, 2022)

Deep Bayesian Video Frame Interpolation. - Zhiyang Yu; Yu Zhang 035; Xujie Xiang; Dongqing Zou; Xijun Chen; Jimmy S. Ren (ECCV (15), 2022)

Rethinking Learning-based Demosaicing, Denoising, and Super-Resolution Pipeline. - Guocheng Qian; Yuanhao Wang 003; Jinjin Gu; Chao Dong 005; Wolfgang Heidrich; Bernard Ghanem; Jimmy S. Ren (ICCP, 2022)

NTIRE 2022 Challenge on Perceptual Image Quality Assessment. - Jinjin Gu; Haoming Cai; Chao Dong 005; Jimmy S. Ren; Radu Timofte (CoRR, 2022)

Learning Spatially Variant Linear Representation Models for Joint Filtering. - Jiangxin Dong; Jinshan Pan; Jimmy S. Ren; Liang Lin; Jinhui Tang 001; Ming-Hsuan Yang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 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)

Range-nullspace Video Frame Interpolation with Focalized Motion Estimation. - Zhiyang Yu; Yu Zhang 035; Dongqing Zou; Xijun Chen; Jimmy S. Ren; Shunqing Ren (CVPR, 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; Jimmy S. J. Ren (ICIP, 2023)

Towards Efficient SDRTV-to-HDRTV by Learning from Image Formation. - Xiangyu Chen 006; Zheyuan Li; Zhengwen Zhang; Jimmy S. Ren; Yihao Liu 001; Jingwen He; Yu Qiao 001; Jiantao Zhou 001; Chao Dong 005 (CoRR, 2023)

MIPI 2024 Challenge on Demosaic for Hybridevs Camera: Methods and Results. - Yaqi Wu; Zhihao Fan; Xiaofeng Chu; Jimmy S. Ren; Xiaoming Li 002; Zongsheng Yue; Chongyi Li; Shangcheng Zhou; Ruicheng Feng; Yuekun Dai; Peiqing Yang 001; Chen Change Loy; et al. (CVPR Workshops, 2024)

Latency Correction for Event-Guided Deblurring and Frame Interpolation. - Yixin Yang; Jinxiu Liang; Bohan Yu; Yan Chen; Jimmy S. Ren; Boxin Shi (CVPR, 2024)

Color4E: Event Demosaicing for Full-color Event Guided Image Deblurring. - Yi Ma 001; Peiqi Duan; Yuchen Hong; Chu Zhou; Yu Zhang 035; Jimmy S. J. Ren; Boxin Shi (ACM Multimedia, 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)

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)

Reliable Event Generation With Invertible Conditional Normalizing Flow. - Daxin Gu; Jia Li 003; Lin Zhu 012; Yu Zhang 035; Jimmy S. Ren (IEEE Trans. Pattern Anal. Mach. Intell., 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)

Intelligent experiments through real-time AI: Fast Data Processing and Autonomous Detector Control for sPHENIX and future EIC detectors. - Jakub Kvapil; Giorgian Borca-Tasciuc; H. Bossi; K. Chen; Y. Chen; Yasser Corrales Morales; H. Da Costa; C. Da Silva; C. Dean; J. Durham; S. Fu; C. Hao; et al. (CoRR, 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)

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)

Harnessing Diffusion-Yielded Score Priors for Image Restoration. - Xinqi Lin; Fanghua Yu; Jinfan Hu; Zhiyuan You; Wu Shi; Jimmy S. Ren; Jinjin Gu; Chao Dong 005 (CoRR, 2025)