Development of the 2012 SJTU HVR system. - Hainan Xu; Yuchen Fan 001; Kai Yu 004 (ICMI, 2012)

Stochastic data sweeping for fast DNN training. - Wei Deng; Yanmin Qian; Yuchen Fan 001; Tianfan Fu; Kai Yu 004 (ICASSP, 2014)

Reshaping deep neural network for fast decoding by node-pruning. - Tianxing He; Yuchen Fan 001; Yanmin Qian; Tian Tan 002; Kai Yu 004 (ICASSP, 2014)

On the training aspects of Deep Neural Network (DNN) for parametric TTS synthesis. - Yao Qian; Yuchen Fan 001; Wenping Hu; Frank K. Soong (ICASSP, 2014)

Speaker verification with deep features. - Yuan Liu; Tianfan Fu; Yuchen Fan 001; Yanmin Qian; Kai Yu 004 (IJCNN, 2014)

TTS synthesis with bidirectional LSTM based recurrent neural networks. - Yuchen Fan 001; Yao Qian; Feng-Long Xie; Frank K. Soong (INTERSPEECH, 2014)

Sequence error (SE) minimization training of neural network for voice conversion. - Feng-Long Xie; Yao Qian; Yuchen Fan 001; Frank K. Soong; Haifeng Li 001 (INTERSPEECH, 2014)

Multi-speaker modeling and speaker adaptation for DNN-based TTS synthesis. - Yuchen Fan 001; Yao Qian; Frank K. Soong; Lei He 005 (ICASSP, 2015)

Sequence generation error (SGE) minimization based deep neural networks training for text-to-speech synthesis. - Yuchen Fan 001; Yao Qian; Frank K. Soong; Lei He 005 (INTERSPEECH, 2015)

Unsupervised speaker adaptation for DNN-based TTS synthesis. - Yuchen Fan 001; Yao Qian; Frank K. Soong; Lei He 005 (ICASSP, 2016)

Speaker and language factorization in DNN-based TTS synthesis. - Yuchen Fan 001; Yao Qian; Frank K. Soong; Lei He 005 (ICASSP, 2016)

Balanced Two-Stage Residual Networks for Image Super-Resolution. - Yuchen Fan 001; Honghui Shi; Jiahui Yu; Ding Liu 001; Wei Han 002; Haichao Yu; Zhangyang Wang; Xinchao Wang; Thomas S. Huang (CVPR Workshops, 2017)

NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results. - Radu Timofte; Eirikur Agustsson; Luc Van Gool; Ming-Hsuan Yang 001; Lei Zhang 006; Bee Lim; Sanghyun Son 002; Heewon Kim; Seungjun Nah; Kyoung Mu Lee; Xintao Wang 002; Yapeng Tian; et al. (CVPR Workshops, 2017)

Robust Video Super-Resolution with Learned Temporal Dynamics. - Ding Liu 001; Zhaowen Wang; Yuchen Fan 001; Xianming Liu; Zhangyang Wang; Shiyu Chang; Thomas S. Huang (ICCV, 2017)

Effective object detection from traffic camera videos. - Honghui Shi; Zhichao Liu; Yuchen Fan 001; Xinchao Wang; Thomas S. Huang (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2017)

Wide-activated Deep Residual Networks based Restoration for BPG-compressed Images. - Yuchen Fan 001; Jiahui Yu; Thomas S. Huang (CVPR Workshops, 2018)

YouTube-VOS: Sequence-to-Sequence Video Object Segmentation. - Ning Xu 007; Linjie Yang; Yuchen Fan 001; Jianchao Yang; Dingcheng Yue; Yuchen Liang; Brian L. Price; Scott Cohen; Thomas S. Huang (ECCV (5), 2018)

Non-Local Recurrent Network for Image Restoration. - Ding Liu 001; Bihan Wen; Yuchen Fan 001; Chen Change Loy; Thomas S. Huang (NeurIPS, 2018)

Wide Activation for Efficient and Accurate Image Super-Resolution. - Jiahui Yu; Yuchen Fan 001; Jianchao Yang; Ning Xu 001; Zhaowen Wang; Xinchao Wang; Thomas S. Huang (CoRR, 2018)

YouTube-VOS: A Large-Scale Video Object Segmentation Benchmark. - Ning Xu 001; Linjie Yang; Yuchen Fan 001; Dingcheng Yue; Yuchen Liang; Jianchao Yang; Thomas S. Huang (CoRR, 2018)

Learning Temporal Dynamics for Video Super-Resolution: A Deep Learning Approach. - Ding Liu 001; Zhaowen Wang; Yuchen Fan 001; Xianming Liu; Zhangyang Wang; Shiyu Chang; Xinchao Wang; Thomas S. Huang (IEEE Trans. Image Process., 2018)

Wide Activation for Efficient Image and Video Super-Resolution. - Jiahui Yu; Yuchen Fan 001; Thomas S. Huang (BMVC, 2019)

NTIRE 2019 Challenge on Real Image Denoising: Methods and Results. - Abdelrahman Abdelhamed; Radu Timofte; Michael S. Brown; Songhyun Yu; Bumjun Park; Jechang Jeong; Seung-Won Jung; Dong-Wook Kim; Jae Ryun Chung; Jiaming Liu; Yuzhi Wang; Chi-Hao Wu 001; et al. (CVPR Workshops, 2019)

An Empirical Investigation of Efficient Spatio-Temporal Modeling in Video Restoration. - Yuchen Fan 001; Jiahui Yu; Ding Liu 001; Thomas S. Huang (CVPR Workshops, 2019)

NTIRE 2019 Challenge on Video Deblurring: Methods and Results. - Seungjun Nah; Radu Timofte; Sungyong Baik; Seokil Hong; Gyeongsik Moon; Sanghyun Son 002; Kyoung Mu Lee; Xintao Wang 002; Kelvin C. K. Chan; Ke Yu; Chao Dong 005; Chen Change Loy; et al. (CVPR Workshops, 2019)

NTIRE 2019 Challenge on Video Super-Resolution: Methods and Results. - Seungjun Nah; Radu Timofte; Shuhang Gu; Sungyong Baik; Seokil Hong; Gyeongsik Moon; Sanghyun Son 002; Kyoung Mu Lee; Xintao Wang 002; Kelvin C. K. Chan; Ke Yu; Chao Dong 005; et al. (CVPR Workshops, 2019)

Video Instance Segmentation. - Linjie Yang; Yuchen Fan 001; Ning Xu (ICCV, 2019)

SkyNet: A Champion Model for DAC-SDC on Low Power Object Detection. - Xiaofan Zhang 001; Cong Hao; Haoming Lu; Jiachen Li 003; Yuhong Li; Yuchen Fan 001; Kyle Rupnow; Jinjun Xiong; Thomas S. Huang; Honghui Shi; Wen-Mei Hwu; Deming Chen (CoRR, 2019)

Scale-Wise Convolution for Image Restoration. - Yuchen Fan 001; Jiahui Yu; Ding Liu 001; Thomas S. Huang (AAAI, 2020)

NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results. - Abdelrahman Abdelhamed; Mahmoud Afifi; Radu Timofte; Michael S. Brown; Yue Cao 009; Zhilu Zhang 001; Wangmeng Zuo; Xiaoling Zhang; Jiye Liu; Wendong Chen; Changyuan Wen; Meng Liu; et al. (CVPR Workshops, 2020)

Image Super-Resolution With Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining. - Yiqun Mei; Yuchen Fan 001; Yuqian Zhou; Lichao Huang; Thomas S. Huang; Honghui Shi (CVPR, 2020)

NTIRE 2020 Challenge on Image and Video Deblurring. - Seungjun Nah; Sanghyun Son 002; Radu Timofte; Kyoung Mu Lee; Yu Tseng; Yu-Syuan Xu; Cheng-Ming Chiang; Yi-Min Tsai; Stephan Brehm; Sebastian A. Scherer; Dejia Xu; Yihao Chu; et al. (CVPR Workshops, 2020)

NTIRE 2020 Challenge on Perceptual Extreme Super-Resolution: Methods and Results. - Kai Zhang 008; Shuhang Gu; Radu Timofte; Taizhang Shang; Qiuju Dai; Shengchen Zhu; Tong Yang; Yandong Guo; Younghyun Jo; Sejong Yang; Seon Joo Kim; Lin Zha; et al. (CVPR Workshops, 2020)

Neural Sparse Representation for Image Restoration. - Yuchen Fan 001; Jiahui Yu; Yiqun Mei; Yulun Zhang 001; Yun Fu 001; Ding Liu 001; Thomas S. Huang (NeurIPS, 2020)

Pyramid Attention Networks for Image Restoration. - Yiqun Mei; Yuchen Fan 001; Yulun Zhang 001; Jiahui Yu; Yuqian Zhou; Ding Liu 001; Yun Fu 001; Thomas S. Huang; Humphrey Shi (CoRR, 2020)

NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results. - Abdelrahman Abdelhamed; Mahmoud Afifi; Radu Timofte; Michael S. Brown; Yun Cao 002; Zhilu Zhang 001; Wangmeng Zuo; Xiaoling Zhang; Jiye Liu; Wendong Chen; Changyuan Wen; Meng Liu; et al. (CoRR, 2020)

Image Super-Resolution With Non-Local Sparse Attention. - Yiqun Mei; Yuchen Fan 001; Yuqian Zhou (CVPR, 2021)

Recurrent Video Restoration Transformer with Guided Deformable Attention. - Jingyun Liang; Yuchen Fan 001; Xiaoyu Xiang; Rakesh Ranjan; Eddy Ilg; Simon Green; Jiezhang Cao; Kai Zhang 008; Radu Timofte; Luc Van Gool (NeurIPS, 2022)

Efficient and Explicit Modelling of Image Hierarchies for Image Restoration. - Yawei Li 001; Yuchen Fan 001; Xiaoyu Xiang; Denis Demandolx; Rakesh Ranjan; Radu Timofte; Luc Van Gool (CVPR, 2023)

EBSR: Enhanced Binary Neural Network for Image Super-Resolution. - Renjie Wei; Shuwen Zhang; Zechun Liu; Meng Li 004; Yuchen Fan 001; Runsheng Wang; Ru Huang 001 (CoRR, 2023)

NOVIS: A Case for End-to-End Near-Online Video Instance Segmentation. - Tim Meinhardt; Matt Feiszli; Yuchen Fan 001; Laura Leal-Taixé; Rakesh Ranjan (CoRR, 2023)

MoVideo: Motion-Aware Video Generation with Diffusion Models. - Jingyun Liang; Yuchen Fan 001; Kai Zhang 008; Radu Timofte; Luc Van Gool; Rakesh Ranjan (CoRR, 2023)

Training Neural Networks on RAW and HDR Images for Restoration Tasks. - Lei Luo; Alexandre Chapiro; Xiaoyu Xiang; Yuchen Fan 001; Rakesh Ranjan; Rafal Mantiuk (CoRR, 2023)

Pyramid Attention Network for Image Restoration. - Yiqun Mei; Yuchen Fan 001; Yulun Zhang 001; Jiahui Yu; Yuqian Zhou; Ding Liu 001; Yun Fu 001; Thomas S. Huang; Humphrey Shi (Int. J. Comput. Vis., 2023)

PlatoNeRF: 3D Reconstruction in Plato's Cave via Single-View Two-Bounce Lidar. - Tzofi Klinghoffer; Xiaoyu Xiang; Siddharth Somasundaram; Yuchen Fan 001; Christian Richardt; Ramesh Raskar; Rakesh Ranjan (CVPR, 2024)

LSVOS Challenge Report: Large-Scale Complex and Long Video Object Segmentation. - Henghui Ding; Lingyi Hong; Chang Liu 072; Ning Xu; Linjie Yang; Yuchen Fan 001; Deshui Miao; Yameng Gu; Xin Li 034; Zhenyu He 001; Yaowei Wang 001; Ming-Hsuan Yang 001; et al. (ECCV Workshops (10), 2024)

WaSt-3D: Wasserstein-2 Distance for Scene-to-Scene Stylization on 3D Gaussians. - Dmytro Kotovenko; Olga Grebenkova; Nikolaos Sarafianos; Avinash Paliwal; Pingchuan Ma 006; Omid Poursaeed; Sreyas Mohan; Yuchen Fan 001; Yilei Li; Rakesh Ranjan; Björn Ommer (ECCV (21), 2024)

MoVideo: Motion-Aware Video Generation with Diffusion Model. - Jingyun Liang; Yuchen Fan 001; Kai Zhang 008; Radu Timofte; Luc Van Gool; Rakesh Ranjan (ECCV (44), 2024)

MVDiffusion++: A Dense High-Resolution Multi-view Diffusion Model for Single or Sparse-View 3D Object Reconstruction. - Shitao Tang; Jiacheng Chen; Dilin Wang; Chengzhou Tang; Fuyang Zhang; Yuchen Fan 001; Vikas Chandra; Yasutaka Furukawa; Rakesh Ranjan (ECCV (16), 2024)

Customizing 360-Degree Panoramas through Text-to-Image Diffusion Models. - Hai Wang 020; Xiaoyu Xiang; Yuchen Fan 001; Jing-Hao Xue (WACV, 2024)

3D Mesh Editing using Masked LRMs. - Will Gao; Dilin Wang; Yuchen Fan 001; Aljaz Bozic; Tuur Stuyck; Zhengqin Li; Zhao Dong 001; Rakesh Ranjan; Nikolaos Sarafianos (CoRR, 2024)

VRT: A Video Restoration Transformer. - Jingyun Liang; Jiezhang Cao; Yuchen Fan 001; Kai Zhang 008; Rakesh Ranjan; Yawei Li 001; Radu Timofte; Luc Van Gool (IEEE Trans. Image Process., 2024)

Training Neural Networks on RAW and HDR Images for Restoration Tasks. - Andrew Yanzhe Ke; Lei Luo; Xiaoyu Xiang; Yuchen Fan 001; Rakesh Ranjan; Alexandre Chapiro; Rafal Mantiuk (CVPR Workshops, 2025)

MV-DUSt3R+: Single-Stage Scene Reconstruction from Sparse Views In 2 Seconds. - Zhenggang Tang; Yuchen Fan 001; Dilin Wang; Hongyu Xu; Rakesh Ranjan; Alexander G. Schwing; Zhicheng Yan 001 (CVPR, 2025)

SCALES: Boost Binary Neural Network for Image Super-Resolution with Efficient Scalings. - Renjie Wei; Zechun Liu; Yuchen Fan 001; Runsheng Wang; Ru Huang 001; Meng Li 004 (DATE, 2025)

Make-A-Texture: Fast Shape-Aware Texture Generation in 3 Seconds. - Xiaoyu Xiang; Liat Sless Gorelik; Yuchen Fan 001; Omri Armstrong; Forrest N. Iandola; Yilei Li; Ita Lifshitz; Rakesh Ranjan (WACV, 2025)