Local- and holistic-structure preserving image super resolution via deep joint component learning. - Yukai Shi; Keze Wang; Li Xu 001; Liang Lin (ICME, 2016)

Attention-Aware Face Hallucination via Deep Reinforcement Learning. - Qingxing Cao; Liang Lin; Yukai Shi; Xiaodan Liang; Guanbin Li (CVPR, 2017)

Structure-Preserving Image Super-resolution via Contextualized Multi-task Learning. - Yukai Shi; Keze Wang; Chongyu Chen; Li Xu 001; Liang Lin (CoRR, 2017)

Multiple human tracking based on distributed collaborative cameras. - Zhaoquan Cai 001; Shiyi Hu; Yukai Shi; Qing Wang 018; Dongyu Zhang 002 (Multim. Tools Appl., 2017)

Structure-Preserving Image Super-Resolution via Contextualized Multitask Learning. - Yukai Shi; Keze Wang; Chongyu Chen; Li Xu 001; Liang Lin (IEEE Trans. Multim., 2017)

PIRM Challenge on Perceptual Image Enhancement on Smartphones: Report. - Andrey Ignatov; Radu Timofte; Thang Van Vu; Tung Minh Luu; Trung X. Pham; Cao Van Nguyen; Yongwoo Kim; Jae-Seok Choi; Munchurl Kim; Jie Huang 017; Jiewen Ran; Chen Xing; et al. (ECCV Workshops (5), 2018)

NTIRE 2019 Challenge on Real Image Super-Resolution: Methods and Results. - Jianrui Cai; Shuhang Gu; Radu Timofte; Lei Zhang 006; Xiao Liu 022; Yukang Ding; Dongliang He; Chao Li 034; Yi Fu; Shilei Wen; Ruicheng Feng; Jinjin Gu; et al. (CVPR Workshops, 2019)

NTIRE 2019 Challenge on Image Enhancement: Methods and Results. - Andrey Ignatov; Radu Timofte; Xiaochao Qu; Xingguang Zhou; Ting Liu; Pengfei Wan 001; Syed Waqas Zamir; Aditya Arora; Salman H. Khan 001; Fahad Shahbaz Khan; Ling Shao 001; Dongwon Park; et al. (CVPR Workshops, 2019)

Difficulty-Aware Image Super Resolution via Deep Adaptive Dual-Network. - Jinghui Qin; Ziwei Xie; Yukai Shi; Wushao Wen (ICME, 2019)

Perceptual Image Enhancement by Relativistic Discriminant Learning With Cross-Scale Aggregated Representation. - Yukai Shi; Jinghui Qin; Pengxu Wei; Wanli Ouyang; Liang Lin (IEEE Access, 2019)

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)

AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results. - Pengxu Wei; Hannan Lu; Radu Timofte; Liang Lin; Wangmeng Zuo; Zhihong Pan 001; Baopu Li; Teng Xi; Yanwen Fan; Gang Zhang; Jingtuo Liu; Junyu Han; et al. (ECCV Workshops (3), 2020)

Face Hallucination by Attentive Sequence Optimization with Reinforcement Learning. - Yukai Shi; Guanbin Li; Qingxing Cao; Keze Wang; Liang Lin (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

DDet: Dual-Path Dynamic Enhancement Network for Real-World Image Super-Resolution. - Yukai Shi; Haoyu Zhong; Zhijing Yang; Xiaojun Yang; Liang Lin (IEEE Signal Process. Lett., 2020)

Content-adaptive Representation Learning for Fast Image Super-resolution. - Yukai Shi; Jinghui Qin (CoRR, 2021)

GTAE: Graph Transformer-Based Auto-Encoders for Linguistic-Constrained Text Style Transfer. - Yukai Shi; Sen Zhang 006; Chenxing Zhou; Xiaodan Liang; Xiaojun Yang; Liang Lin (ACM Trans. Intell. Syst. Technol., 2021)

Unsupervised Multi-View Clustering by Squeezing Hybrid Knowledge From Cross View and Each View. - Junpeng Tan; Yukai Shi; Zhijing Yang; Caizhen Wen; Liang Lin (IEEE Trans. Multim., 2021)

Exploring Negatives in Contrastive Learning for Unpaired Image-to-Image Translation. - Yupei Lin; Sen Zhang 006; Tianshui Chen; Yongyi Lu; Guangping Li 002; Yukai Shi (ACM Multimedia, 2022)

DFAEN: Double-order knowledge fusion and attentional encoding network for texture recognition. - Zhijing Yang; Shujian Lai; Xiaobin Hong; Yukai Shi; Yongqiang Cheng 001; Chunmei Qing (Expert Syst. Appl., 2022)

Enhanced implicit function-based network for arbitrary-scale image super-resolution. - Caizhen Wen; Zhijing Yang; Yukai Shi; Chunmei Qing; Yongqiang Cheng 001 (J. Electronic Imaging, 2022)

DnSwin: Toward real-world denoising via a continuous Wavelet Sliding Transformer. - Hao Li 058; Zhijing Yang; Xiaobin Hong; Ziying Zhao; Junyang Chen 001; Yukai Shi; Jinshan Pan (Knowl. Based Syst., 2022)

Criteria Comparative Learning for Real-Scene Image Super-Resolution. - Yukai Shi; Hao Li 058; Sen Zhang 006; Zhijing Yang; Xiao Wang 014 (IEEE Trans. Circuits Syst. Video Technol., 2022)

LWGSS: Light-Weight Green Spill Suppression for Green Screen Matting. - Anhui Bai; Zhijing Yang; Jinghui Qin; Yukai Shi; Kai Li (BICS, 2023)

NTIRE 2023 Challenge on Stereo Image Super-Resolution: Methods and Results. - Longguang Wang; Yulan Guo; Yingqian Wang 002; Juncheng Li 003; Shuhang Gu; Radu Timofte; Ming Cheng 002; Haoyu Ma; Qiufang Ma; Xiaopeng Sun; Shijie Zhao 001; Xuhan Sheng; et al. (CVPR Workshops, 2023)

LipsFormer: Introducing Lipschitz Continuity to Vision Transformers. - Xianbiao Qi; Jianan Wang; Yihao Chen; Yukai Shi; Lei Zhang 001 (ICLR, 2023)

DreamWaltz: Make a Scene with Complex 3D Animatable Avatars. - Yukun Huang; Jianan Wang; Ailing Zeng; He Cao; Xianbiao Qi; Yukai Shi; Zheng-Jun Zha; Lei Zhang 001 (NeurIPS, 2023)

Open-World Pose Transfer via Sequential Test-Time Adaption. - Junyang Chen 002; Xiaoyu Xian; Zhijing Yang; Tianshui Chen; Yongyi Lu; Yukai Shi; Jinshan Pan; Liang Lin (CoRR, 2023)

ReGeneration Learning of Diffusion Models with Rich Prompts for Zero-Shot Image Translation. - Yupei Lin; Sen Zhang 006; Xiaojun Yang; Xiao Wang 014; Yukai Shi (CoRR, 2023)

NegVSR: Augmenting Negatives for Generalized Noise Modeling in Real-World Video Super-Resolution. - Yexing Song; Meilin Wang; Xiaoyu Xian; Zhijing Yang; Yuming Fan; Yukai Shi (CoRR, 2023)

DreamTime: An Improved Optimization Strategy for Text-to-3D Content Creation. - Yukun Huang; Jianan Wang; Yukai Shi; Xianbiao Qi; Zheng-Jun Zha; Lei Zhang 001 (CoRR, 2023)

ADASR: An Adversarial Auto-Augmentation Framework for Hyperspectral and Multispectral Data Fusion. - Jinghui Qin; Lihuang Fang; Ruitao Lu; Liang Lin; Yukai Shi (IEEE Geosci. Remote. Sens. Lett., 2023)

Scale-Aware Squeeze-and-Excitation for Lightweight Object Detection. - Zhihua Xu; Xiaobin Hong; Tianshui Chen; Zhijing Yang; Yukai Shi (IEEE Robotics Autom. Lett., 2023)

Real-World Image Super-Resolution by Exclusionary Dual-Learning. - Hao Li 058; Jinghui Qin; Zhijing Yang; Pengxu Wei; Jinshan Pan; Liang Lin; Yukai Shi (IEEE Trans. Multim., 2023)

OccluMix: Towards De-Occlusion Virtual Try-on by Semantically-Guided Mixup. - Zhijing Yang; Junyang Chen 002; Yukai Shi; Hao Li 058; Tianshui Chen; Liang Lin (IEEE Trans. Multim., 2023)

Reference-free low-light image enhancement by associating hierarchical wavelet representations. - Xiaojun Yang; Junhong Gong; Lianpei Wu; Zhijing Yang; Yukai Shi; Feiping Nie 001 (Expert Syst. Appl., 2023)

Learning image blind denoisers without explicit noise modeling. - Lin Nie; Junfan Lin; Wenxiong Kang; Yukai Shi; Liang Lin (Multim. Tools Appl., 2023)

NegVSR: Augmenting Negatives for Generalized Noise Modeling in Real-world Video Super-Resolution. - Yexing Song; Meilin Wang; Zhijing Yang; Xiaoyu Xian; Yukai Shi (AAAI, 2024)

Structural Information Guided Multimodal Pre-training for Vehicle-Centric Perception. - Xiao Wang 014; Wentao Wu; Chenglong Li 002; Zhicheng Zhao 001; Zhe Chen 013; Yukai Shi; Jin Tang 001 (AAAI, 2024)

DreamTime: An Improved Optimization Strategy for Diffusion-Guided 3D Generation. - Yukun Huang; Jianan Wang; Yukai Shi; Boshi Tang; Xianbiao Qi; Lei Zhang 001 (ICLR, 2024)

TOSS: High-quality Text-guided Novel View Synthesis from a Single Image. - Yukai Shi; Jianan Wang; He Cao; Boshi Tang; Xianbiao Qi; Tianyu Yang 003; Yukun Huang; Shilong Liu; Lei Zhang 001; Heung-Yeung Shum (ICLR, 2024)

Fast and Scalable Incomplete Multi-View Clustering with Duality Optimal Graph Filtering. - Liang Du 003; Yukai Shi; Yan Chen 036; Peng Zhou 006; Yuhua Qian (ACM Multimedia, 2024)

Self-Supervised Emotion Representation Disentanglement for Speech-Preserving Facial Expression Manipulation. - Zhihua Xu; Tianshui Chen; Zhijing Yang; Chunmei Qing; Yukai Shi; Liang Lin (ACM Multimedia, 2024)

Exploring Out-of-Distribution Scene Text Recognition for Driving Scenes with Hybrid Test-Time Adaptation. - Xiaoyu Xian; Jinghui Qin; Yukai Shi; Daxin Tian; Liang Lin (PRCV (1), 2024)

CoCoCo: Improving Text-Guided Video Inpainting for Better Consistency, Controllability and Compatibility. - Bojia Zi; Shihao Zhao; Xianbiao Qi; Jianan Wang; Yukai Shi; Qianyu Chen; Bin Liang 004; Kam-Fai Wong; Lei Zhang 001 (CoRR, 2024)

CrossDehaze: Scaling Up Image Dehazing with Cross-Data Vision Alignment and Augmentation. - Yukai Shi; Zhipeng Weng; Yupei Lin; Cidan Shi; Xiaojun Yang; Liang Lin (CoRR, 2024)

UniG: Modelling Unitary 3D Gaussians for View-consistent 3D Reconstruction. - Jiamin Wu; Kenkun Liu; Yukai Shi; Xiaoke Jiang; Yuan Yao; Lei Zhang 001 (CoRR, 2024)

OccScene: Semantic Occupancy-based Cross-task Mutual Learning for 3D Scene Generation. - Bohan Li; Xin Jin 014; Jianan Wang; Yukai Shi; Yasheng Sun; Xiaofeng Wang; Zhuang Ma; Baao Xie; Chao Ma 004; Xiaokang Yang 001; Wenjun Zeng 001 (CoRR, 2024)

Dual-perspective semantic-aware representation blending for multi-label image recognition with partial labels. - Tao Pu 002; Tianshui Chen; Hefeng Wu; Yukai Shi; Zhijing Yang; Liang Lin (Expert Syst. Appl., 2024)

CROSE: Low-light enhancement by CROss-SEnsor interaction for nighttime driving scenes. - Xiaoyu Xian; Qi Zhou; Jinghui Qin; Xiaojun Yang; Yin Tian; Yukai Shi; Daxin Tian (Expert Syst. Appl., 2024)

Thermal infrared image colorization on nighttime driving scenes with spatially-correlated learning. - Lianpei Wu; Yukai Shi; Yupei Lin; Zhenwei Huang; Xiaoyu Xian (J. Electronic Imaging, 2024)

MirrorDiffusion: Stabilizing Diffusion Process in Zero-Shot Image Translation by Prompts Redescription and Beyond. - Yupei Lin; Xiaoyu Xian; Yukai Shi; Liang Lin (IEEE Signal Process. Lett., 2024)

SIRST-5K: Exploring Massive Negatives Synthesis With Self-Supervised Learning for Robust Infrared Small Target Detection. - Yahao Lu; Yupei Lin; Han Wu; Xiaoyu Xian; Yukai Shi; Liang Lin (IEEE Trans. Geosci. Remote. Sens., 2024)

Diff-Mosaic: Augmenting Realistic Representations in Infrared Small Target Detection via Diffusion Prior. - Yukai Shi; Yupei Lin; Pengxu Wei; Xiaoyu Xian; Tianshui Chen; Liang Lin (IEEE Trans. Geosci. Remote. Sens., 2024)

IDF-CR: Iterative Diffusion Process for Divide-and-Conquer Cloud Removal in Remote-Sensing Images. - Meilin Wang; Yexing Song; Pengxu Wei; Xiaoyu Xian; Yukai Shi; Liang Lin (IEEE Trans. Geosci. Remote. Sens., 2024)

NiteDR: Nighttime Image De-Raining With Cross-View Sensor Cooperative Learning for Dynamic Driving Scenes. - Cidan Shi; Lihuang Fang; Han Wu; Xiaoyu Xian; Yukai Shi; Liang Lin (IEEE Trans. Multim., 2024)

An advanced subway train localization system using a vision-based kilometer marker recognition-assisted multi-sensor fusion method. - Xiaoyu Xian; Dan Liu; Daxin Tian; Yin Tian; Wei Jiang; Yukai Shi; Liang Lin (Int. J. Gen. Syst., 2024)

Unsupervised multi-perspective fusing semantic alignment for cross-modal hashing retrieval. - Yongfeng Chen; Junpeng Tan; Zhijing Yang; Yukai Shi; Jinghui Qin (Multim. Tools Appl., 2024)

Heterogeneous Semantic Transfer for Multi-label Recognition with Partial Labels. - Tianshui Chen; Tao Pu 002; Lingbo Liu; Yukai Shi; Zhijing Yang; Liang Lin (Int. J. Comput. Vis., 2024)

CoCoCo: Improving Text-Guided Video Inpainting for Better Consistency, Controllability and Compatibility. - Bojia Zi; Shihao Zhao; Xianbiao Qi; Jianan Wang; Yukai Shi; Qianyu Chen; Bin Liang 004; Rong Xiao 003; Kam-Fai Wong; Lei Zhang 001 (AAAI, 2025)

Koala-36M: A Large-scale Video Dataset Improving Consistency between Fine-grained Conditions and Video Content. - Qiuheng Wang; Yukai Shi; Jiarong Ou; Rui Chen; Ke Lin; Jiahao Wang; Boyuan Jiang; Haotian Yang; Mingwu Zheng; Xin Tao 001; Fei Yang; Pengfei Wan 001; et al. (CVPR, 2025)

Rethinking Generalizable Infrared Small Target Detection: A Real-Scene Benchmark and Cross-View Representation Learning. - Yahao Lu; Yuehui Li; Xingyuan Guo; Shuai Yuan 013; Yukai Shi; Liang Lin (IEEE Trans. Geosci. Remote. Sens., 2025)

Scaling Up Single Image Dehazing Algorithm by Cross-Data Vision Alignment for Richer Representation Learning and Beyond. - Yukai Shi; Zhipeng Weng; Yupei Lin; Cidan Shi; Xingyuan Guo; Xiaojun Yang; Liang Lin (IEEE Trans. Instrum. Meas., 2025)

DFVO: Learning Darkness-Free Visible and Infrared Image Disentanglement and Fusion All at Once. - Qi Zhou; Yukai Shi; Xiaojun Yang; Xiaoyu Xian; Lunjia Liao; Ruimao Zhang; Liang Lin (IEEE Trans. Instrum. Meas., 2025)

Simulating the Real World: A Unified Survey of Multimodal Generative Models. - Yuqi Hu; Longguang Wang; Xian Liu; Ling-Hao Chen; Yuwei Guo 002; Yukai Shi; Ce Liu; Anyi Rao; Zeyu Wang; Hui Xiong 001 (CoRR, 2025)

Boosting 3D Object Detection via Self-Distilling Introspective Data. - Chaoqun Wang 012; Yiran Qin; Zijian Kang; Ningning Ma; Yukai Shi; Zhen Li 026; Ruimao Zhang (IEEE Trans. Intell. Transp. Syst., 2025)

One-shot Face Sketch Synthesis in the Wild via Generative Diffusion Prior and Instruction Tuning. - Han Wu; Junyao Li; Kangbo Zhao; Sen Zhang 006; Yukai Shi; Liang Lin (CoRR, 2025)

Imbalance in Balance: Online Concept Balancing in Generation Models. - Yukai Shi; Jiarong Ou; Rui Chen; Haotian Yang; Jiahao Wang; Xin Tao 001; Pengfei Wan 001; Di Zhang; Kun Gai (CoRR, 2025)

Exploiting Gaussian Agnostic Representation Learning with Diffusion Priors for Enhanced Infrared Small Target Detection. - Junyao Li; Yahao Lu; Xingyuan Guo; Xiaoyu Xian; Tiantian Wang; Yukai Shi (CoRR, 2025)

Contrastive Decoupled Representation Learning and Regularization for Speech-Preserving Facial Expression Manipulation. - Tianshui Chen; Jianman Lin; Zhijing Yang; Chumei Qing; Yukai Shi; Liang Lin (Int. J. Comput. Vis., 2025)

CrossFuse: Learning Infrared and Visible Image Fusion by Cross-Sensor Top-K Vision Alignment and Beyond. - Yukai Shi; Cidan Shi; Zhipeng Weng; Yin Tian; Xiaoyu Xian; Liang Lin (IEEE Trans. Circuits Syst. Video Technol., 2025)

A dual mixture-of-experts framework for multi-view K-means clustering with view balance and regional sparsity. - Liang Du 003; Yukai Shi; Yan Chen 036; Feijiang Li; Peng Zhou 006; Lei Duan; Yuhua Qian (Inf. Fusion, 2026)