DiffuEraser: A Diffusion Model for Video Inpainting - Xiaowen Li; Haolan Xue; Peiran Ren; Liefeng Bo (CoRR, 2025)

Improving Diffusion-Based Image Restoration with Error Contraction and Error Correction - Qiqi Bao; Zheng Hui; Rui Zhu; Peiran Ren; Xuansong Xie; Wenming Yang (Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada, 2024)

ChromaFusionNet (CFNet): Natural Fusion of Fine-Grained Color Editing - Yi Dong; Yuxi Wang; Ruoxi Fan; Wenqi Ouyang; Zhiqi Shen; Peiran Ren; Xuansong Xie (Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada, 2024)

SmartControl: Enhancing ControlNet for Handling Rough Visual Conditions - Xiaoyu Liu; Yuxiang Wei; Ming Liu; Xianhui Lin; Peiran Ren; Xuansong Xie; Wangmeng Zuo (Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XLVIII, 2024)

Pixel-Aware Stable Diffusion for Realistic Image Super-Resolution and Personalized Stylization - Tao Yang; Rongyuan Wu; Peiran Ren; Xuansong Xie; Lei Zhang (Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XI, 2024)

Image Aesthetics Assessment Via Learnable Queries - Zhiwei Xiong; Yunfan Zhang; Zhiqi Shen; Peiran Ren; Han Yu (IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2024, Seoul, Republic of Korea, April 14-19, 2024, 2024)

Multi-modal Learnable Queries for Image Aesthetics Assessment - Zhiwei Xiong; Yunfan Zhang; Zhiqi Shen; Peiran Ren; Han Yu (IEEE International Conference on Multimedia and Expo, ICME 2024, Niagara Falls, ON, Canada, July 15-19, 2024, 2024)

MovingColor: Seamless Fusion of Fine-grained Video Color Enhancement - Yi Dong; Yuxi Wang; Zheng Fang; Wenqi Ouyang; Xianhui Lin; Zhiqi Shen; Peiran Ren; Xuansong Xie; Qingming Huang (Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024 - 1 November 2024, 2024)

VideoElevator: Elevating Video Generation Quality with Versatile Text-to-Image Diffusion Models - Yabo Zhang; Yuxiang Wei; Xianhui Lin; Zheng Hui; Peiran Ren; Xuansong Xie; Xiangyang Ji; Wangmeng Zuo (CoRR, 2024)

SmartControl: Enhancing ControlNet for Handling Rough Visual Conditions - Xiaoyu Liu; Yuxiang Wei; Ming Liu; Xianhui Lin; Peiran Ren; Xuansong Xie; Wangmeng Zuo (CoRR, 2024)

Multi-modal Learnable Queries for Image Aesthetics Assessment - Zhiwei Xiong; Yunfan Zhang; Zhiqi Shen; Peiran Ren; Han Yu (CoRR, 2024)

NTIRE 2023 Video Colorization Challenge - Xiaoyang Kang; Xianhui Lin; Kai Zhang; Zheng Hui; Wangmeng Xiang; Jun-Yan He; Xiaoming Li; Peiran Ren; Xuansong Xie; Radu Timofte; Yixin Yang; Jinshan Pan; et al. (IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023 - Workshops, Vancouver, BC, Canada, June 17-24, 2023, 2023)

DDColor: Towards Photo-Realistic Image Colorization via Dual Decoders - Xiaoyang Kang; Tao Yang; Wenqi Ouyang; Peiran Ren; Lingzhi Li; Xuansong Xie (IEEE/CVF International Conference on Computer Vision, ICCV 2023, Paris, France, October 1-6, 2023, 2023)

RSFNet: A White-Box Image Retouching Approach using Region-Specific Color Filters - Wenqi Ouyang; Yi Dong; Xiaoyang Kang; Peiran Ren; Xin Xu; Xuansong Xie (IEEE/CVF International Conference on Computer Vision, ICCV 2023, Paris, France, October 1-6, 2023, 2023)

FastLLVE: Real-Time Low-Light Video Enhancement with Intensity-Aware Look-Up Table - Wenhao Li; Guangyang Wu; Wenyi Wang; Peiran Ren; Xiaohong Liu (Proceedings of the 31st ACM International Conference on Multimedia, MM 2023, Ottawa, ON, Canada, 29 October 2023- 3 November 2023, 2023)

Synthesizing Realistic Image Restoration Training Pairs: A Diffusion Approach - Tao Yang; Peiran Ren; Xuansong Xie; Lei Zhang (CoRR, 2023)

RSFNet: A White-Box Image Retouching Approach using Region-Specific Color Filters - Wenqi Ouyang; Yi Dong; Peiran Ren; Xiaoyang Kang; Xin Xu; Xuansong Xie (CoRR, 2023)

FastLLVE: Real-Time Low-Light Video Enhancement with Intensity-Aware Lookup Table - Wenhao Li; Guangyang Wu; Wenyi Wang; Peiran Ren; Xiaohong Liu (CoRR, 2023)

Pixel-Aware Stable Diffusion for Realistic Image Super-resolution and Personalized Stylization - Tao Yang; Peiran Ren; Xuansong Xie; Lei Zhang (CoRR, 2023)

Image Aesthetics Assessment via Learnable Queries - Zhiwei Xiong; Yunfan Zhang; Zhiqi Shen; Peiran Ren; Han Yu (CoRR, 2023)

DreaMoving: A Human Video Generation Framework based on Diffusion Models - Mengyang Feng; Jinlin Liu; Kai Yu; Yuan Yao; Zheng Hui; Xiefan Guo; Xianhui Lin; Haolan Xue; Chen Shi; Xiaowen Li; Aojie Li; Xiaoyang Kang; et al. (CoRR, 2023)

Progressive polarization based reflection removal via realistic training data generation - Youxin Pang; Mengke Yuan; Qiang Fu; Peiran Ren; Dong-Ming Yan (Pattern Recognit., 2022)

SmartShots: An Optimization Approach for Generating Videos with Data Visualizations Embedded - Tan Tang; Junxiu Tang; Jiewen Lai; Lu Ying; Yingcai Wu; Lingyun Yu; Peiran Ren (ACM Trans. Interact. Intell. Syst., 2022)

LIST: low illumination scene text detector with automatic feature enhancement - Hang Liu; Mengke Yuan; Tong Wang; Peiran Ren; Dong-Ming Yan (Vis. Comput., 2022)

Active Boundary Loss for Semantic Segmentation - Chi Wang; Yunke Zhang; Miaomiao Cui; Peiran Ren; Yin Yang; Xuansong Xie; Xian-Sheng Hua; Hujun Bao; Weiwei Xu (Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 - March 1, 2022, 2022)

NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results - Yawei Li; Kai Zhang; Radu Timofte; Luc Van Gool; Fangyuan Kong; Mingxi Li; Songwei Liu; Zongcai Du; Ding Liu; Chenhui Zhou; Jingyi Chen; Qingrui Han; et al. (IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2022, New Orleans, LA, USA, June 19-20, 2022, 2022)

Beyond a Video Frame Interpolator: A Space Decoupled Learning Approach to Continuous Image Transition - Tao Yang; Peiran Ren; Xuansong Xie; Xian-Sheng Hua; Lei Zhang (Computer Vision - ECCV 2022 Workshops - Tel Aviv, Israel, October 23-27, 2022, Proceedings, Part IV, 2022)

Beyond a Video Frame Interpolator: A Space Decoupled Learning Approach to Continuous Image Transition - Tao Yang; Peiran Ren; Xuansong Xie; Xiansheng Hua; Lei Zhang (CoRR, 2022)

NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results - Yawei Li; Kai Zhang; Radu Timofte; Luc Van Gool; Fangyuan Kong; Mingxi Li; Songwei Liu; Zongcai Du; Ding Liu; Chenhui Zhou; Jingyi Chen; Qingrui Han; et al. (CoRR, 2022)

DDColor: Towards Photo-Realistic and Semantic-Aware Image Colorization via Dual Decoders - Xiaoyang Kang; Tao Yang; Wenqi Ouyang; Peiran Ren; Lingzhi Li; Xuansong Xie (CoRR, 2022)

Towards Fine-Grained Human Pose Transfer With Detail Replenishing Network - Lingbo Yang; Pan Wang; Chang Liu; Zhanning Gao; Peiran Ren; Xinfeng Zhang; Shanshe Wang; Siwei Ma; Xian-Sheng Hua; Wen Gao (IEEE Trans. Image Process., 2021)

PlotThread: Creating Expressive Storyline Visualizations using Reinforcement Learning - Tan Tang; Renzhong Li; Xinke Wu; Shuhan Liu; Johannes Knittel; Steffen Koch; Lingyun Yu; Peiran Ren; Thomas Ertl; Yingcai Wu (IEEE Trans. Vis. Comput. Graph., 2021)

DecorIn: An Automatic Method for Plane-Based Decorating - Yuan Liang; Lubin Fan; Peiran Ren; Xuansong Xie; Xian-Sheng Hua (IEEE Trans. Vis. Comput. Graph., 2021)

Deep Video Decaptioning - Pengpeng Chu; Weize Quan; Tong Wang; Pan Wang; Peiran Ren; Dong-Ming Yan (32nd British Machine Vision Conference 2021, BMVC 2021, Online, November 22-25, 2021, 2021)

GAN Prior Embedded Network for Blind Face Restoration in the Wild - Tao Yang; Peiran Ren; Xuansong Xie; Lei Zhang (IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2021, virtual, June 19-25, 2021, 2021)

Noise-Resistant Deep Metric Learning With Ranking-Based Instance Selection - Chang Liu; Han Yu; Boyang Li; Zhiqi Shen; Zhanning Gao; Peiran Ren; Xuansong Xie; Lizhen Cui; Chunyan Miao (IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2021, virtual, June 19-25, 2021, 2021)

Enhancing Viewing Experience of Generated Visual Storylines for Promotional Videos - Chang Liu; Han Yu; Zhiqi Shen; Ian Dixon; Yingxue Yu; Zhanning Gao; Pan Wang; Peiran Ren; Xuansong Xie; Lizhen Cui; Chunyan Miao (2021 IEEE International Conference on Multimedia and Expo, ICME 2021, Shenzhen, China, July 5-9, 2021, 2021)

Attention-guided Temporally Coherent Video Object Matting - Yunke Zhang; Chi Wang; Miaomiao Cui; Peiran Ren; Xuansong Xie; Xian-Sheng Hua; Hujun Bao; Qixing Huang; Weiwei Xu (MM '21: ACM Multimedia Conference, Virtual Event, China, October 20 - 24, 2021, 2021)

Active Boundary Loss for Semantic Segmentation - Chi Wang; Yunke Zhang; Miaomiao Cui; Jinlin Liu; Peiran Ren; Yin Yang; Xuansong Xie; XianSheng Hua; Hujun Bao; Weiwei Xu (CoRR, 2021)

Noise-resistant Deep Metric Learning with Ranking-based Instance Selection - Chang Liu; Han Yu; Boyang Li; Zhiqi Shen; Zhanning Gao; Peiran Ren; Xuansong Xie; Lizhen Cui; Chunyan Miao (CoRR, 2021)

GAN Prior Embedded Network for Blind Face Restoration in the Wild - Tao Yang; Peiran Ren; Xuansong Xie; Lei Zhang (CoRR, 2021)

Attention-guided Temporal Coherent Video Object Matting - Yunke Zhang; Chi Wang; Miaomiao Cui; Peiran Ren; Xuansong Xie; Xian-Sheng Hua; Hujun Bao; Qixing Huang; Weiwei Xu (CoRR, 2021)

Noise-Resistant Deep Metric Learning with Probabilistic Instance Filtering - Chang Liu; Han Yu; Boyang Li; Zhiqi Shen; Zhanning Gao; Peiran Ren; Xuansong Xie; Lizhen Cui; Chunyan Miao (CoRR, 2021)

Design guidelines for augmenting short-form videos using animated data visualizations - Tan Tang; Junxiu Tang; Jiayi Hong; Lingyun Yu; Peiran Ren; Yingcai Wu (J. Vis., 2020)

Generating Engaging Promotional Videos for E-commerce Platforms (Student Abstract) - Chang Liu; Han Yu; Yi Dong; Zhiqi Shen; Yingxue Yu; Ian Dixon; Zhanning Gao; Pan Wang; Peiran Ren; Xuansong Xie; Lizhen Cui; Chunyan Miao (The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020, 2020)

Region-Adaptive Texture Enhancement For Detailed Person Image Synthesis - Lingbo Yang; Pan Wang; Xinfeng Zhang; Shanshe Wang; Zhanning Gao; Peiran Ren; Xuansong Xie; Siwei Ma; Wen Gao (IEEE International Conference on Multimedia and Expo, ICME 2020, London, UK, July 6-10, 2020, 2020)

An AI-empowered Visual Storyline Generator - Chang Liu; Zhao Yong Lim; Han Yu; Zhiqi Shen; Ian Dixon; Zhanning Gao; Pan Wang; Peiran Ren; Xuansong Xie; Lizhen Cui; Chunyan Miao (Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, IJCAI 2020, 2020)

HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment - Lingbo Yang; Shanshe Wang; Siwei Ma; Wen Gao; Chang Liu; Pan Wang; Peiran Ren (MM '20: The 28th ACM International Conference on Multimedia, Virtual Event / Seattle, WA, USA, October 12-16, 2020, 2020)

SmartShots: Enabling Automatic Generation of Videos with Data Visualizations Embedded - Tan Tang; Junxiu Tang; Jiewen Lai; Lu Ying; Peiran Ren; Lingyun Yu; Yingcai Wu (MM '20: The 28th ACM International Conference on Multimedia, Virtual Event / Seattle, WA, USA, October 12-16, 2020, 2020)

Narrative Transitions in Data Videos - Junxiu Tang; Lingyun Yu; Tan Tang; Xinhuan Shu; Lu Ying; Yuhua Zhou; Peiran Ren; Yingcai Wu (31st IEEE Visualization Conference, IEEE VIS 2020 - Short Papers, Virtual Event, USA, October 25-30, 2020, 2020)

HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment - Lingbo Yang; Chang Liu; Pan Wang; Shanshe Wang; Peiran Ren; Siwei Ma; Wen Gao (CoRR, 2020)

Region-adaptive Texture Enhancement for Detailed Person Image Synthesis - Lingbo Yang; Pan Wang; Xinfeng Zhang; Shanshe Wang; Zhanning Gao; Peiran Ren; Xuansong Xie; Siwei Ma; Wen Gao (CoRR, 2020)

Towards Fine-grained Human Pose Transfer with Detail Replenishing Network - Lingbo Yang; Pan Wang; Chang Liu; Zhanning Gao; Peiran Ren; Xinfeng Zhang; Shanshe Wang; Siwei Ma; Xiansheng Hua; Wen Gao (CoRR, 2020)

PlotThread: Creating Expressive Storyline Visualizations using Reinforcement Learning - Tan Tang; Renzhong Li; Xinke Wu; Shuhan Liu; Johannes Knittel; Steffen Koch; Thomas Ertl; Lingyun Yu; Peiran Ren; Yingcai Wu (CoRR, 2020)

Narrative Transitions in Data Videos - Junxiu Tang; Lingyun Yu; Tan Tang; Xinhuan Shu; Lu Ying; Yuhua Zhou; Peiran Ren; Yingcai Wu (CoRR, 2020)

Implicit Subspace Prior Learning for Dual-Blind Face Restoration - Lingbo Yang; Pan Wang; Zhanning Gao; Shanshe Wang; Peiran Ren; Siwei Ma; Wen Gao (CoRR, 2020)

Intrinsic Temporal Regularization for High-resolution Human Video Synthesis - Lingbo Yang; Zhanning Gao; Peiran Ren; Siwei Ma; Wen Gao (CoRR, 2020)

Capturing Piecewise SVBRDFs with Content Aware Lighting - Xiao Li; Peiran Ren; Yue Dong; Gang Hua; Xin Tong; Baining Guo (Advances in Computer Graphics - 36th Computer Graphics International Conference, CGI 2019, Calgary, AB, Canada, June 17-20, 2019, Proceedings, 2019)

Generating Persuasive Visual Storylines for Promotional Videos - Chang Liu; Yi Dong; Han Yu; Zhiqi Shen; Zhanning Gao; Pan Wang; Changgong Zhang; Peiran Ren; Xuansong Xie; Lizhen Cui; Chunyan Miao (Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019, 2019)

A Late Fusion CNN for Digital Matting - Yunke Zhang; Lixue Gong; Lubin Fan; Peiran Ren; Qixing Huang; Hujun Bao; Weiwei Xu (IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2019, Long Beach, CA, USA, June 16-20, 2019, 2019)

Personalized Video Summarization with Idiom Adaptation - Yi Dong; Chang Liu; Zhiqi Shen; Han Yu; Zhanning Gao; Pan Wang; Changgong Zhang; Peiran Ren; Xuansong Xie (Proceedings of the 27th ACM International Conference on Multimedia, MM 2019, Nice, France, October 21-25, 2019, 2019)

Domain Specific and Idiom Adaptive Video Summarization - Yi Dong; Chang Liu; Zhiqi Shen; Zhanning Gao; Pan Wang; Changgong Zhang; Peiran Ren; Xuansong Xie; Han Yu; Qingming Huang (MMAsia '19: ACM Multimedia Asia, Beijing, China, December 16-18, 2019, 2019)

Generating Persuasive Visual Storylines for Promotional Videos - Chang Liu; Yi Dong; Han Yu; Zhiqi Shen; Zhanning Gao; Pan Wang; Changgong Zhang; Peiran Ren; Xuansong Xie; Lizhen Cui; Chunyan Miao (CoRR, 2019)

Neural Aggregation Network for Video Face Recognition - Jiaolong Yang; Peiran Ren; Dongqing Zhang; Dong Chen; Fang Wen; Hongdong Li; Gang Hua (2017 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017, Honolulu, HI, USA, July 21-26, 2017, 2017)

Layout Style Modeling for Automating Banner Design - Yunke Zhang; Kangkang Hu; Peiran Ren; Changyuan Yang; Weiwei Xu; Xian-Sheng Hua (Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23 - 27, 2017, 2017)

Neural Aggregation Network for Video Face Recognition - Jiaolong Yang; Peiran Ren; Dong Chen; Fang Wen; Hongdong Li; Gang Hua (CoRR, 2016)

Image based relighting using neural networks - Peiran Ren; Yue Dong; Stephen Lin; Xin Tong; Baining Guo (ACM Trans. Graph., 2015)

Global illumination with radiance regression functions - Peiran Ren; Jiaping Wang; Minmin Gong; Stephen Lin; Xin Tong; Baining Guo (ACM Trans. Graph., 2013)

Pocket reflectometry - Peiran Ren; Jiaping Wang; John M. Snyder; Xin Tong; Baining Guo (ACM Trans. Graph., 2011)

All-frequency rendering of dynamic, spatially-varying reflectance - Jiaping Wang; Peiran Ren; Minmin Gong; John M. Snyder; Baining Guo (ACM Trans. Graph., 2009)