Robust multi-frame super-resolution with adaptive norm choice and difference curvature based BTV regularization. - Xiaohong Liu 001; Jiying Zhao (GlobalSIP, 2017)

Video Super-Resolution via Dynamic Local Filter Network. - Yang Zhou; Xiaohong Liu 001; Lei Chen 034; Jiying Zhao (GlobalSIP, 2018)

Robust Multi-Frame Super-Resolution Based on Spatially Weighted Half-Quadratic Estimation and Adaptive BTV Regularization. - Xiaohong Liu 001; Lei Chen 034; Wenyi Wang 005; Jiying Zhao (IEEE Trans. Image Process., 2018)

Image Retrieval via Canonical Correlation Analysis. - Kangdi Shi; Xiaohong Liu 001; Muhammad Alrabeiah; Xintong Guo; Jie Lin; Huan Liu 014; Jun Chen 005 (CWIT, 2019)

GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing. - Xiaohong Liu 001; Yongrui Ma; Zhihao Shi; Jun Chen 005 (ICCV, 2019)

NTIRE 2020 Challenge on Image Demoireing: Methods and Results. - Shanxin Yuan; Radu Timofte; Ales Leonardis; Gregory G. Slabaugh; Xiaotong Luo; Jiangtao Zhang; Yanyun Qu; Ming Hong; Yuan Xie 006; Cuihua Li; Dejia Xu; Yihao Chu; et al. (CVPR Workshops, 2020)

AWNet: Attentive Wavelet Network for Image ISP. - Linhui Dai; Xiaohong Liu 001; Chengqi Li; Jun Chen 005 (ECCV Workshops (3), 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)

AIM 2020 Challenge on Efficient Super-Resolution: Methods and Results. - Kai Zhang 008; Martin Danelljan; Yawei Li 001; Radu Timofte; Jie Liu 040; Jie Tang 006; Gangshan Wu; Yu Zhu 004; Xiangyu He; Wenjie Xu; Chenghua Li; Cong Leng; et al. (ECCV Workshops (3), 2020)

End-To-End Trainable Video Super-Resolution Based on a New Mechanism for Implicit Motion Estimation and Compensation. - Xiaohong Liu 001; Lingshi Kong; Yang Zhou; Jiying Zhao; Jun Chen 005 (WACV, 2020)

Video Interpolation via Generalized Deformable Convolution. - Zhihao Shi; Xiaohong Liu 001; Kangdi Shi; Linhui Dai; Jun Chen 005 (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)

FMSNet: Underwater Image Restoration by Learning from a Synthesized Dataset. - Xiangyu Yin; Xiaohong Liu 001; Huan Liu 014 (ICANN (3), 2021)

Learning for Unconstrained Space-Time Video Super-Resolution. - Zhihao Shi; Chengqi Li; Linhui Dai; Xiaohong Liu 001; Jun Chen 005; Timothy N. Davidson (CoRR, 2021)

GridDehazeNet+: An Enhanced Multi-Scale Network with Intra-Task Knowledge Transfer for Single Image Dehazing. - Xiaohong Liu 001; Zhihao Shi; Zijun Wu; Jun Chen 005 (CoRR, 2021)

Towards a Unified Approach to Single Image Deraining and Dehazing. - Xiaohong Liu 001; Yongrui Ma; Zhihao Shi; Linhui Dai; Jun Chen 005 (CoRR, 2021)

Single image super resolution based on multi-scale structure and non-local smoothing. - Wenyi Wang 005; Jun Hu; Xiaohong Liu 001; Jiying Zhao; Jianwen Chen (EURASIP J. Image Video Process., 2021)

Exploit Camera Raw Data for Video Super- Resolution via Hidden Markov Model Inference. - Xiaohong Liu 001; Kangdi Shi; Zhe Wang 033; Jun Chen 005 (IEEE Trans. Image Process., 2021)

Video Frame Interpolation Transformer. - Zhihao Shi; Xiangyu Xu 002; Xiaohong Liu 001; Jun Chen 005; Ming-Hsuan Yang 001 (CVPR, 2022)

Learning Rich Information for Quad Bayer Remosaicing and Denoising. - Jun Jia; Hanchi Sun; Xiaohong Liu 001; Longan Xiao; Qihang Xu; Guangtao Zhai (ECCV Workshops (5), 2022)

MIPI 2022 Challenge on Quad-Bayer Re-mosaic: Dataset and Report. - Qingyu Yang; Guang Yang; Jun Jiang; Chongyi Li; Ruicheng Feng; Shangchen Zhou; Wenxiu Sun; Qingpeng Zhu; Chen Change Loy; Jinwei Gu; Zhen Wang 029; Daoyu Li; et al. (ECCV Workshops (5), 2022)

SMPL: Simulated Industrial Manufacturing and Process Control Learning Environments. - Mohan Zhang; Xiaozhou Wang; Benjamin Decardi-Nelson; Song Bo; An Zhang 007; Jinfeng Liu 001; Sile Tao; Jiayi Cheng; Xiaohong Liu 001; Dengdeng Yu; Matthew Poon; Animesh Garg (NeurIPS, 2022)

Image Retrieval via Canonical Correlation Analysis and Binary Hypothesis Testing. - Kangdi Shi; Xiaohong Liu 001; Muhammad Alrabeiah; Xintong Guo; Jie Lin; Huan Liu 014; Jun Chen 005 (Inf., 2022)

Learning for Unconstrained Space-Time Video Super-Resolution. - Zhihao Shi; Xiaohong Liu 001; Chengqi Li; Linhui Dai; Jun Chen 005; Timothy N. Davidson; Jiying Zhao (IEEE Trans. Broadcast., 2022)

PSCC-Net: Progressive Spatio-Channel Correlation Network for Image Manipulation Detection and Localization. - Xiaohong Liu 001; Yaojie Liu; Jun Chen 005; Xiaoming Liu 002 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Video Frame Interpolation via Generalized Deformable Convolution. - Zhihao Shi; Xiaohong Liu 001; Kangdi Shi; Linhui Dai; Jun Chen 005 (IEEE Trans. Multim., 2022)

FLAME-Based Multi-view 3D Face Reconstruction. - Wenzhuo Zheng; Junhao Zhao; Xiaohong Liu 001; Yongyang Pan; Zhenghao Gan; Haozhe Han; Ning Liu (CGI (4), 2023)

IvyGPT: InteractiVe Chinese Pathway Language Model in Medical Domain. - Rongsheng Wang; Yaofei Duan; Chan-Tong Lam; Jiexi Chen; Jiangsheng Xu; Haoming Chen; Xiaohong Liu 001; Patrick Cheong-Iao Pang; Tao Tan 002 (CICAI (2), 2023)

VDPVE: VQA Dataset for Perceptual Video Enhancement. - Yixuan Gao; Yuqin Cao; Tengchuan Kou; Wei Sun 029; Yunlong Dong; Xiaohong Liu 001; Xiongkuo Min; Guangtao Zhai (CVPR Workshops, 2023)

Hierarchical Fine-Grained Image Forgery Detection and Localization. - Xiao Guo; Xiaohong Liu 001; Zhiyuan Ren; Steven Grosz; Iacopo Masi; Xiaoming Liu 002 (CVPR, 2023)

NTIRE 2023 Quality Assessment of Video Enhancement Challenge. - Xiaohong Liu 001; Xiongkuo Min; Wei Sun 029; Yulun Zhang 001; Kai Zhang 008; Radu Timofte; Guangtao Zhai; Yixuan Gao; Yuqin Cao; Tengchuan Kou; Yunlong Dong; Ziheng Jia; et al. (CVPR Workshops, 2023)

AccFlow: Backward Accumulation for Long-Range Optical Flow. - Guangyang Wu; Xiaohong Liu 001; Kunming Luo; Xi Liu; Qingqing Zheng; Shuaicheng Liu; Xinyang Jiang; Guangtao Zhai; Wenyi Wang 005 (ICCV, 2023)

Cheap-Fake Detection with LLM Using Prompt Engineering. - Guangyang Wu; Weijie Wu; Xiaohong Liu 001; Kele Xu; Tianjiao Wan; Wenyi Wang 005 (ICME Workshops, 2023)

A Perceptual Quality Assessment Exploration for AIGC Images. - Zicheng Zhang; Chunyi Li; Wei Sun 029; Xiaohong Liu 001; Xiongkuo Min; Guangtao Zhai (ICME Workshops, 2023)

Resolution-Agnostic Neural Compression for High-Fidelity Portrait Video Conferencing via Implicit Radiance Fields. - Yifei Li; Xiaohong Liu 001; Yicong Peng; Guangtao Zhai; Jun Zhou 007 (IFTC (2), 2023)

Light-VQA: A Multi-Dimensional Quality Assessment Model for Low-Light Video Enhancement. - Yunlong Dong; Xiaohong Liu 001; Yixuan Gao; Xunchu Zhou; Tao Tan 002; Guangtao Zhai (ACM Multimedia, 2023)

StableVQA: A Deep No-Reference Quality Assessment Model for Video Stability. - Tengchuan Kou; Xiaohong Liu 001; Wei Sun 029; Jun Jia; Xiongkuo Min; Guangtao Zhai; Ning Liu (ACM Multimedia, 2023)

FastLLVE: Real-Time Low-Light Video Enhancement with Intensity-Aware Look-Up Table. - Wenhao Li; Guangyang Wu; Wenyi Wang 005; Peiran Ren; Xiaohong Liu 001 (ACM Multimedia, 2023)

NTIRE 2023 Quality Assessment of Video Enhancement Challenge. - Xiaohong Liu 001; Xiongkuo Min; Wei Sun 029; Yulun Zhang 001; Kai Zhang 008; Radu Timofte; Guangtao Zhai; Yixuan Gao; Yuqin Cao; Tengchuan Kou; Yunlong Dong; Ziheng Jia; et al. (CoRR, 2023)

FastLLVE: Real-Time Low-Light Video Enhancement with Intensity-Aware Lookup Table. - Wenhao Li; Guangyang Wu; Wenyi Wang 005; Peiran Ren; Xiaohong Liu 001 (CoRR, 2023)

Multi-view 3D Face Reconstruction Based on Flame. - Wenzhuo Zheng; Junhao Zhao; Xiaohong Liu 001; Yongyang Pan; Zhenghao Gan; Haozhe Han; Ning Liu (CoRR, 2023)

A Parameterized Generative Adversarial Network Using Cyclic Projection for Explainable Medical Image Classification. - Xiangyu Xiong; Yue Sun; Xiaohong Liu 001; Chan-Tong Lam; Tong Tong 001; Hao Chen 037; Qinquan Gao; Wei Ke 001; Tao Tan 002 (CoRR, 2023)

Distance Guided Generative Adversarial Network for Explainable Binary Classifications. - Xiangyu Xiong; Yue Sun; Xiaohong Liu 001; Wei Ke 001; Chan-Tong Lam; Jiangang Chen; Mingfeng Jiang; Mingwei Wang; Hui Xie; Tong Tong 001; Qinquan Gao; Hao Chen 037; et al. (CoRR, 2023)

Enabling Trimap-Free Image Matting With a Frequency-Guided Saliency-Aware Network via Joint Learning. - Linhui Dai; Xiang Song; Xiaohong Liu 001; Chengqi Li; Zhihao Shi; Jun Chen 005; Martin Brooks (IEEE Trans. Multim., 2023)

GridDehazeNet+: An Enhanced Multi-Scale Network With Intra-Task Knowledge Transfer for Single Image Dehazing. - Xiaohong Liu 001; Zhihao Shi; Zijun Wu; Jun Chen 005; Guangtao Zhai (IEEE Trans. Intell. Transp. Syst., 2023)

LightR-YOLOv5: A compact rotating detector for SARS-CoV-2 antigen-detection rapid diagnostic test results. - Rongsheng Wang; Yaofei Duan; Menghan Hu; Xiaohong Liu 001; Yukun Li; Qinquan Gao; Tong Tong 001; Tao Tan 002 (Displays, 2023)

TransMRSR: transformer-based self-distilled generative prior for brain MRI super-resolution. - Shan Huang; Xiaohong Liu 001; Tao Tan 002; Menghan Hu; Xiaoer Wei; Tingli Chen; Bin Sheng 001 (Vis. Comput., 2023)

PCTMF-Net: heart sound classification with parallel CNNs-transformer and second-order spectral analysis. - Rongsheng Wang; Yaofei Duan; Yukun Li; Dashun Zheng; Xiaohong Liu 001; Chan-Tong Lam; Tao Tan 002 (Vis. Comput., 2023)

Is There a Difference between Paper and Electronic Chinese Signatures? - Ji-Feng Luo; Yun-Zhu Pu; Jie-Yang Yin; Xiaohong Liu 001; Tao Tan 002; Yudong Zhang 001; Menghan Hu (Adv. Intell. Syst., 2023)

SOFNet: Optical-flow based large-scale slice augmentation of brain MRI. - Bingxin Wei; Yang Wen; Xiaohong Liu 001; Xing Qi; Bin Sheng 001 (Displays, 2023)

ASC-3DSAM: Adjacent-Slice Correspondence-guided SAM for 3D Medical Image Segmentation. - Huihuan Xu; Siqi Zhang; Jingkun Yue; Tong Tong 001; Xiaohong Liu 001; Guangyu Wang (BIBM, 2024)

DehazeDCT: Towards Effective Non-Homogeneous Dehazing via Deformable Convolutional Transformer. - Wei Dong 010; Han Zhou 003; Ruiyi Wang; Xiaohong Liu 001; Guangtao Zhai; Jun Chen 005 (CVPR Workshops, 2024)

NTIRE 2024 Dense and Non-Homogeneous Dehazing Challenge Report. - Codruta O. Ancuti; Cosmin Ancuti; Florin-Alexandru Vasluianu; Radu Timofte; Yidi Liu; Xingbo Wang; Yurui Zhu; Gege Shi; Xin Lu 006; Xueyang Fu; Zheng-Jun Zha; Wei Dong 010; et al. (CVPR Workshops, 2024)

AIS 2024 Challenge on Video Quality Assessment of User-Generated Content: Methods and Results. - Marcos V. Conde; Saman Zadtootaghaj; Nabajeet Barman; Radu Timofte; Chenlong He; Qi Zheng 004; Ruoxi Zhu; Zhengzhong Tu; Haiqiang Wang; Xiangguang Chen; Wenhui Meng; Xiang Pan; et al. (CVPR Workshops, 2024)

ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier Transformer. - Wei Dong 010; Han Zhou 003; Yuqiong Tian; Jingke Sun; Xiaohong Liu 001; Guangtao Zhai; Jun Chen 006 (CVPR Workshops, 2024)

AIGIQA-20K: A Large Database for AI-Generated Image Quality Assessment. - Chunyi Li; Tengchuan Kou; Yixuan Gao; Yuqin Cao; Wei Sun 029; Zicheng Zhang; Yingjie Zhou 003; Zhichao Zhang; Weixia Zhang; Haoning Wu 001; Xiaohong Liu 001; Xiongkuo Min; et al. (CVPR Workshops, 2024)

NTIRE 2024 Quality Assessment of AI-Generated Content Challenge. - Xiaohong Liu 001; Xiongkuo Min; Guangtao Zhai; Chunyi Li; Tengchuan Kou; Wei Sun 029; Haoning Wu 001; Yixuan Gao; Yuqin Cao; Zicheng Zhang; Xiele Wu; Radu Timofte; et al. (CVPR Workshops, 2024)

Perception-Oriented Video Frame Interpolation via Asymmetric Blending. - Guangyang Wu; Xin Tao 001; Changlin Li; Wenyi Wang 005; Xiaohong Liu 001; Qingqing Zheng (CVPR, 2024)

Text2QR: Harmonizing Aesthetic Customization and Scanning Robustness for Text-Guided QR Code Generation. - Guangyang Wu; Xiaohong Liu 001; Jun Jia; Xuehao Cui; Guangtao Zhai (CVPR, 2024)

LightenDiffusion: Unsupervised Low-Light Image Enhancement with Latent-Retinex Diffusion Models. - Hai Jiang 006; Ao Luo; Xiaohong Liu 001; Songchen Han; Shuaicheng Liu (ECCV (48), 2024)

Towards Open-Ended Visual Quality Comparison. - Haoning Wu 001; Hanwei Zhu; Zicheng Zhang; Erli Zhang 001; Chaofeng Chen; Liang Liao; Chunyi Li; Annan Wang; Wenxiu Sun; Qiong Yan; Xiaohong Liu 001; Guangtao Zhai; et al. (ECCV (3), 2024)

GLARE: Low Light Image Enhancement via Generative Latent Feature Based Codebook Retrieval. - Han Zhou 003; Wei Dong 010; Xiaohong Liu 001; Shuaicheng Liu; Xiongkuo Min; Guangtao Zhai; Jun Chen 005 (ECCV (48), 2024)

AttentionLUT: Attention Fusion-Based Canonical Polyadic LUT for Real-Time Image Enhancement. - Kang Fu; Yicong Peng; Zicheng Zhang; Qihang Xu; Xiaohong Liu 001; Jia Wang 004; Guangtao Zhai (ICASSP, 2024)

A Parameterized Generative Adversarial Network Using Cyclic Projection for Explainable Medical Image Classifications. - Xiangyu Xiong; Yue Sun; Xiaohong Liu 001; Chan-Tong Lam; Tong Tong 001; Hao Chen 037; Qinquan Gao; Wei Ke 001; Tao Tan 002 (ICASSP, 2024)

A Reduced-Reference Quality Assessment Metric for Textured Mesh Digital Humans. - Zicheng Zhang; Yingjie Zhou 003; Chunyi Li; Kang Fu; Wei Sun 029; Xiaohong Liu 001; Xiongkuo Min; Guangtao Zhai (ICASSP, 2024)

AIGCOIQA2024: Perceptual Quality Assessment of AI Generated Omnidirectional Images. - Liu Yang; Huiyu Duan; Long Teng; Yucheng Zhu; Xiaohong Liu 001; Menghan Hu; Xiongkuo Min; Guangtao Zhai; Patrick Le Callet (ICIP, 2024)

Thqa: A Perceptual Quality Assessment Database for Talking Heads. - Yingjie Zhou 003; Zicheng Zhang; Wei Sun 029; Xiaohong Liu 001; Xiongkuo Min; Zhihua Wang 002; Xiao-Ping Zhang 002; Guangtao Zhai (ICIP, 2024)

Q-Refine: A Perceptual Quality Refiner for AI-Generated Image. - Chunyi Li; Haoning Wu 001; Zicheng Zhang; Hongkun Hao; Kaiwei Zhang; Lei Bai 001; Xiaohong Liu 001; Xiongkuo Min; Weisi Lin; Guangtao Zhai (ICME, 2024)

Optimizing Projection-Based Point Cloud Quality Assessment with Human Preferred Viewpoints Selection. - Zicheng Zhang; Yu Fan; Wei Sun 029; Xiongkuo Min; Xiaohong Liu 001; Chunyi Li; Haoning Wu 001; Weisi Lin; Ning Liu; Guangtao Zhai (ICME, 2024)

Q-Boost: On Visual Quality Assessment Ability of Low-Level Multi-Modality Foundation Models. - Zicheng Zhang; Haoning Wu 001; Zhongpeng Ji; Chunyi Li; Erli Zhang 001; Wei Sun 029; Xiaohong Liu 001; Xiongkuo Min; Fengyu Sun; Shangling Jui; Weisi Lin; Guangtao Zhai (ICME Workshops, 2024)

DiffStega: Towards Universal Training-Free Coverless Image Steganography with Diffusion Models. - Yiwei Yang 007; Zheyuan Liu 011; Jun Jia; Zhongpai Gao; Yunhao Li; Wei Sun 029; Xiaohong Liu 001; Guangtao Zhai (IJCAI, 2024)

Calculating Color Differences of Images via Siamese Neural Network. - Yixuan Gao; Xiongkuo Min; Xiaohong Liu 001; Lei Sun 009; Yonglin Luo; Zuowei Cao; Guangtao Zhai (ISCAS, 2024)

PrefIQA: Human Preference Learning for AI-generated Image Quality Assessment. - Hengjian Gao; Kaiwei Zhang; Wei Sun 029; Chunyi Li; Huiyu Duan; Xiaohong Liu 001; Xiongkuo Min; Guangtao Zhai (ISCAS, 2024)

PAPS-OVQA: Projection-Aware Patch Sampling for Omnidirectional Video Quality Assessment. - Chunyi Li; Zicheng Zhang; Haoning Wu 001; Kaiwei Zhang; Lei Bai 001; Xiaohong Liu 001; Guangtao Zhai; Weisi Lin (ISCAS, 2024)

T2I-Scorer: Quantitative Evaluation on Text-to-Image Generation via Fine-Tuned Large Multi-Modal Models. - Haoning Wu 001; Xiele Wu; Chunyi Li; Zicheng Zhang; Chaofeng Chen; Xiaohong Liu 001; Guangtao Zhai; Weisi Lin (ACM Multimedia, 2024)

Subjective-Aligned Dataset and Metric for Text-to-Video Quality Assessment. - Tengchuan Kou; Xiaohong Liu 001; Zicheng Zhang; Chunyi Li; Haoning Wu 001; Xiongkuo Min; Guangtao Zhai; Ning Liu (ACM Multimedia, 2024)

G-Refine: A General Quality Refiner for Text-to-Image Generation. - Chunyi Li; Haoning Wu 001; Hongkun Hao; Zicheng Zhang; Tengchuan Kou; Chaofeng Chen; Lei Bai 001; Xiaohong Liu 001; Weisi Lin; Guangtao Zhai (ACM Multimedia, 2024)

LMM-PCQA: Assisting Point Cloud Quality Assessment with LMM. - Zicheng Zhang; Haoning Wu 001; Yingjie Zhou 003; Chunyi Li; Wei Sun 029; Chaofeng Chen; Xiongkuo Min; Xiaohong Liu 001; Weisi Lin; Guangtao Zhai (ACM Multimedia, 2024)

Subjective and Objective Quality-of-Experience Assessment for 3D Talking Heads. - Yingjie Zhou 003; Zicheng Zhang; Wei Sun 029; Xiaohong Liu 001; Xiongkuo Min; Guangtao Zhai (ACM Multimedia, 2024)

Face2QR: A Unified Framework for Aesthetic, Face-Preserving, and Scannable QR Code Generation. - Xuehao Cui; Guangyang Wu; Zhenghao Gan; Guangtao Zhai; Xiaohong Liu 001 (NeurIPS, 2024)

ECMamba: Consolidating Selective State Space Model with Retinex Guidance for Efficient Multiple Exposure Correction. - Wei Dong 010; Han Zhou 003; Yulun Zhang 001; Xiaohong Liu 001; Jun Chen 005 (NeurIPS, 2024)

On Learning Multi-Modal Forgery Representation for Diffusion Generated Video Detection. - Xiufeng Song; Xiao Guo; Jiache Zhang; Qirui Li; Lei Bai 001; Xiaoming Liu 002; Guangtao Zhai; Xiaohong Liu 001 (NeurIPS, 2024)

V-PETL Bench: A Unified Visual Parameter-Efficient Transfer Learning Benchmark. - Yi Xin 003; Siqi Luo; Xuyang Liu; Yuntao Du 001; Haodi Zhou; Xinyu Cheng; Christina E. Lee; Junlong Du; Haozhe Wang 002; Mingcai Chen; Ting Liu; Guimin Hu; et al. (NeurIPS, 2024)

Distance guided generative adversarial network for explainable medical image classifications. - Xiangyu Xiong; Yue Sun; Xiaohong Liu 001; Wei Ke 001; Chan-Tong Lam; Jiangang Chen; Mingfeng Jiang; Mingwei Wang; Hui Xie; Tong Tong 001; Qinquan Gao; Hao Chen 037; et al. (Comput. Medical Imaging Graph., 2024)

Parameter-Efficient Fine-Tuning for Pre-Trained Vision Models: A Survey. - Yi Xin 003; Siqi Luo; Haodi Zhou; Junlong Du; Xiaohong Liu 001; Yue Fan; Qing Li 003; Yuntao Du 001 (CoRR, 2024)

AIS 2024 Challenge on Video Quality Assessment of User-Generated Content: Methods and Results. - Marcos V. Conde; Saman Zadtootaghaj; Nabajeet Barman; Radu Timofte; Chenlong He; Qi Zheng 004; Ruoxi Zhu; Zhengzhong Tu; Haiqiang Wang; Xiangguang Chen; Wenhui Meng; Xiang Pan; et al. (CoRR, 2024)

NTIRE 2024 Quality Assessment of AI-Generated Content Challenge. - Xiaohong Liu 001; Xiongkuo Min; Guangtao Zhai; Chunyi Li; Tengchuan Kou; Wei Sun 029; Haoning Wu 001; Yixuan Gao; Yuqin Cao; Zicheng Zhang; Xiele Wu; Radu Timofte; et al. (CoRR, 2024)

Light-VQA+: A Video Quality Assessment Model for Exposure Correction with Vision-Language Guidance. - Xunchu Zhou; Xiaohong Liu 001; Yunlong Dong; Tengchuan Kou; Yixuan Gao; Zicheng Zhang; Chunyi Li; Haoning Wu 001; Guangtao Zhai (CoRR, 2024)

Compression-Realized Deep Structural Network for Video Quality Enhancement. - Hanchi Sun; Xiaohong Liu 001; Xinyang Jiang; Yifei Shen; Dongsheng Li 002; Xiongkuo Min; Guangtao Zhai (CoRR, 2024)

ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier Transformer. - Wei Dong 010; Han Zhou 003; Yuqiong Tian; Jingke Sun; Xiaohong Liu 001; Guangtao Zhai; Jun Chen 005 (CoRR, 2024)

CMC-Bench: Towards a New Paradigm of Visual Signal Compression. - Chunyi Li; Xiele Wu; Haoning Wu 001; Donghui Feng 003; Zicheng Zhang; Guo Lu; Xiongkuo Min; Xiaohong Liu 001; Guangtao Zhai; Weisi Lin (CoRR, 2024)

Enhancing Test Time Adaptation with Few-shot Guidance. - Siqi Luo; Yi Xin 003; Yuntao Du 001; Zhongwei Wan; Tao Tan 002; Guangtao Zhai; Xiaohong Liu 001 (CoRR, 2024)

Towards Effective User Attribution for Latent Diffusion Models via Watermark-Informed Blending. - Yongyang Pan; Xiaohong Liu 001; Siqi Luo; Yi Xin 003; Xiao Guo; Xiaoming Liu 002; Xiongkuo Min; Guangtao Zhai (CoRR, 2024)

Q-Bench-Video: Benchmarking the Video Quality Understanding of LMMs. - Zicheng Zhang; Ziheng Jia; Haoning Wu 001; Chunyi Li; Zijian Chen 001; Yingjie Zhou 003; Wei Sun 029; Xiaohong Liu 001; Xiongkuo Min; Weisi Lin; Guangtao Zhai (CoRR, 2024)

Dog-IQA: Standard-guided Zero-shot MLLM for Mix-grained Image Quality Assessment. - Kai Liu; Ziqing Zhang; Wenbo Li 001; Renjing Pei; Fenglong Song; Xiaohong Liu 001; Linghe Kong; Yulun Zhang 001 (CoRR, 2024)

R-Bench: Are your Large Multimodal Model Robust to Real-world Corruptions? - Chunyi Li; Jianbo Zhang; Zicheng Zhang; Haoning Wu 001; Yuan Tian 017; Wei Sun 029; Guo Lu; Xiaohong Liu 001; Xiongkuo Min; Weisi Lin; Guangtao Zhai (CoRR, 2024)

VQA2: Visual Question Answering for Video Quality Assessment. - Ziheng Jia; Zicheng Zhang; Jiaying Qian; Haoning Wu 001; Wei Sun 029; Chunyi Li; Xiaohong Liu 001; Weisi Lin; Guangtao Zhai; Xiongkuo Min (CoRR, 2024)

MEMO-Bench: A Multiple Benchmark for Text-to-Image and Multimodal Large Language Models on Human Emotion Analysis. - Yingjie Zhou 003; Zicheng Zhang; Jiezhang Cao; Jun Jia; Yanwei Jiang; Farong Wen; Xiaohong Liu 001; Xiongkuo Min; Guangtao Zhai (CoRR, 2024)

Grounding-IQA: Multimodal Language Grounding Model for Image Quality Assessment. - Zheng Chen 014; Xun Zhang; Wenbo Li 001; Renjing Pei; Fenglong Song; Xiongkuo Min; Xiaohong Liu 001; Xin Yuan 002; Yong Guo; Yulun Zhang 001 (CoRR, 2024)

Low-Light Image Enhancement via Generative Perceptual Priors. - Han Zhou 003; Wei Dong 010; Xiaohong Liu 001; Yulun Zhang 001; Guangtao Zhai; Jun Chen 005 (CoRR, 2024)

RAWIW: RAW Image Watermarking robust to ISP pipeline. - Kang Fu; Xiaohong Liu 001; Jun Jia; Zicheng Zhang; Yicong Peng; Jia Wang 004 (Displays, 2024)

Chest CT-IQA: A multi-task model for chest CT image quality assessment and classification. - Siyi Xun; Mingfeng Jiang; Pu Huang; Yue Sun; Dengwang Li; Yan Luo; Huifen Zhang; Zhicheng Zhang; Xiaohong Liu 001; Mingxiang Wu; Tao Tan 002 (Displays, 2024)

Online Streaming Video Super-Resolution With Convolutional Look-Up Table. - Guanghao Yin; Zefan Qu; Xinyang Jiang; Shan Jiang; Zhenhua Han; Ningxin Zheng; Huan Yang 005; Xiaohong Liu 001; Yuqing Yang 001; Dongsheng Li 002; Lili Qiu (IEEE Trans. Image Process., 2024)

AGIQA-3K: An Open Database for AI-Generated Image Quality Assessment. - Chunyi Li; Zicheng Zhang; Haoning Wu 001; Wei Sun 029; Xiongkuo Min; Xiaohong Liu 001; Guangtao Zhai; Weisi Lin (IEEE Trans. Circuits Syst. Video Technol., 2024)

Hidden Barcode in Sub-Images with Invisible Locating Marker. - Jun Jia; Zhongpai Gao; Yiwei Yang 007; Wei Sun 029; Dandan Zhu 001; Xiaohong Liu 001; Xiongkuo Min; Guangtao Zhai (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Redundancy Principles for MLLMs Benchmarks. - Zicheng Zhang; Xiangyu Zhao; Xinyu Fang; Chunyi Li; Xiaohong Liu 001; Xiongkuo Min; Haodong Duan; Kai Chen 026; Guangtao Zhai (ACL (1), 2025)

NTIRE 2025 XGC Quality Assessment Challenge: Methods and Results. - Xiaohong Liu 001; Xiongkuo Min; Qiang Hu 003; Xiaoyun Zhang 001; Jie Guo; Guangtao Zhai; Shushi Wang; Yingjie Zhou 003; Lu Liu 005; Jingxin Li; Liu Yang; Farong Wen; et al. (CVPR Workshops, 2025)

NTIRE 2025 challenge on Text to Image Generation Model Quality Assessment. - Shuhao Han; Haotian Fan; Fangyuan Kong; Wenjie Liao; Chunle Guo; Chongyi Li; Radu Timofte; Liang Li; Tao Li; Junhui Cui; Yunqiu Wang; Yang Tai; et al. (CVPR Workshops, 2025)

Samba: A Unified Mamba-based Framework for General Salient Object Detection. - Jiahao He; Keren Fu; Xiaohong Liu 001; Qijun Zhao (CVPR, 2025)

MoEdit: On Learning Quantity Perception for Multi-object Image Editing. - Yanfeng Li; Ka-Hou Chan; Yue Sun; Chan-Tong Lam; Tong Tong 001; Zitong Yu; Keren Fu; Xiaohong Liu 001; Tao Tan 002 (CVPR, 2025)

Image Quality Assessment: From Human to Machine Preference. - Chunyi Li; Yuan Tian 017; Xiaoyue Ling; Zicheng Zhang; Haodong Duan; Haoning Wu 001; Ziheng Jia; Xiaohong Liu 001; Xiongkuo Min; Guo Lu; Weisi Lin; Guangtao Zhai (CVPR, 2025)

UniSTD: Towards Unified Spatio-Temporal Learning across Diverse Disciplines. - Chen Tang; Xinzhu Ma; Encheng Su; Xiufeng Song; Xiaohong Liu 001; Wei-Hong Li; Lei Bai 001; Wanli Ouyang; Xiangyu Yue 001 (CVPR, 2025)

Learning Hazing to Dehazing: Towards Realistic Haze Generation for Real-World Image Dehazing. - Ruiyi Wang; Yushuo Zheng; Zicheng Zhang; Chunyi Li; Shuaicheng Liu; Guangtao Zhai; Xiaohong Liu 001 (CVPR, 2025)

Leveraging Multimodal Large Language Models for Joint Discrete and Continuous Evaluation in Text-to-Image Alignment. - Zhichao Zhang; Xinyue Li 001; Wei Sun 029; Zicheng Zhang; Yunhao Li; Xiaohong Liu 001; Guangtao Zhai (CVPR Workshops, 2025)

Q-Bench-Video: Benchmark the Video Quality Understanding of LMMs. - Zicheng Zhang; Ziheng Jia; Haoning Wu 001; Chunyi Li; Zijian Chen 001; Yingjie Zhou 003; Wei Sun 029; Xiaohong Liu 001; Xiongkuo Min; Weisi Lin; Guangtao Zhai (CVPR, 2025)

Q-Eval-100K: Evaluating Visual Quality and Alignment Level for Text-to-Vision Content. - Zicheng Zhang; Tengchuan Kou; Shushi Wang; Chunyi Li; Wei Sun 029; Wei Wang 213; Xiaoyu Li; Zongyu Wang; Xuezhi Cao; Xiongkuo Min; Xiaohong Liu 001; Guangtao Zhai (CVPR, 2025)

Explore the Hallucination on Low-level Perception for MLLMs. - Yinan Sun; Zicheng Zhang; Haoning Wu 001; Xiaohong Liu 001; Weisi Lin; Guangtao Zhai; Xiongkuo Min (ICASSP, 2025)

HazeCLIP: Towards Language Guided Real-World Image Dehazing. - Ruiyi Wang; Wenhao Li; Xiaohong Liu 001; Chunyi Li; Zicheng Zhang; Xiongkuo Min; Guangtao Zhai (ICASSP, 2025)

Contrastive Learning via Randomly Generated Deep Supervision. - Shibo Wang; Zili Ma; Ka-Hou Chan; Yue Liu 001; Tong Tong 001; Qinquan Gao; Guangtao Zhai; Xiaohong Liu 001; Tao Tan 002 (ICASSP, 2025)

3DGCQA: A Quality Assessment Database for 3D AI-Generated Contents. - Yingjie Zhou 003; Zicheng Zhang; Farong Wen; Jun Jia; Yanwei Jiang; Xiaohong Liu 001; Xiongkuo Min; Guangtao Zhai (ICASSP, 2025)

A-Bench: Are LMMs Masters at Evaluating AI-generated Images? - Zicheng Zhang; Haoning Wu 001; Chunyi Li; Yingjie Zhou 003; Wei Sun 029; Xiongkuo Min; Zijian Chen 001; Xiaohong Liu 001; Weisi Lin; Guangtao Zhai (ICLR, 2025)

Situation-adaptive neural network for fast pre-computing image enhancement. - Xinyue Li 001; Huiyu Duan; Jia Wang 004; Xiaohong Liu 001; Yitong Chen; Guangtao Zhai (Sci. China Inf. Sci., 2025)

Charting the path forward: CT image quality assessment - an in-depth review. - Siyi Xun; Qiaoyu Li; Xiaohong Liu 001; Pu Huang; Guangtao Zhai; Yue Sun; Peter H. N. de With; Mingxiang Wu; Tao Tan 002 (J. King Saud Univ. Comput. Inf. Sci., 2025)

MISC: Ultra-Low Bitrate Image Semantic Compression Driven by Large Multimodal Model. - Chunyi Li; Guo Lu; Donghui Feng 003; Haoning Wu 001; Zicheng Zhang; Xiaohong Liu 001; Guangtao Zhai; Weisi Lin; Wenjun Zhang 001 (IEEE Trans. Image Process., 2025)

Advancing Zero-Shot Digital Human Quality Assessment Through Text-Prompted Evaluation. - Zicheng Zhang; Wei Sun 029; Yingjie Zhou 003; Haoning Wu 001; Chunyi Li; Xiongkuo Min; Xiaohong Liu 001; Guangtao Zhai; Weisi Lin (IEEE Trans. Image Process., 2025)

IllusionBench: A Large-scale and Comprehensive Benchmark for Visual Illusion Understanding in Vision-Language Models. - Yiming Zhang; Zicheng Zhang; Xinyi Wei; Xiaohong Liu 001; Guangtao Zhai; Xiongkuo Min (CoRR, 2025)

Improving Video Generation with Human Feedback. - Jie Liu 047; Gongye Liu; Jiajun Liang; Ziyang Yuan; Xiaokun Liu; Mingwu Zheng; Xiele Wu; Qiulin Wang; Wenyu Qin; Menghan Xia; Xintao Wang 002; Xiaohong Liu 001; et al. (CoRR, 2025)

Multi-Dimensional Quality Assessment for Text-to-3D Assets: Dataset and Model. - Kang Fu; Huiyu Duan; Zicheng Zhang; Xiaohong Liu 001; Xiongkuo Min; Jia Wang 004; Guangtao Zhai (CoRR, 2025)

No-Reference Image Quality Assessment: Obtain MOS From Image Quality Score Distribution. - Yixuan Gao; Xiongkuo Min; Yuqin Cao; Xiaohong Liu 001; Guangtao Zhai (IEEE Trans. Circuits Syst. Video Technol., 2025)

Information Density Principle for MLLM Benchmarks. - Chunyi Li; Xiaozhe Li; Zicheng Zhang; Yuan Tian 017; Ziheng Jia; Xiaohong Liu 001; Xiongkuo Min; Jia Wang 004; Haodong Duan; Kai Chen 026; Guangtao Zhai (CoRR, 2025)

Variational Bayesian Personalized Ranking. - Bin Liu 076; Xiaohong Liu 001; Qin Luo; Ziqiao Shang; Jielei Chu; Lin Ma; Zhaoyu Li; Fei Teng 001; Guangtao Zhai; Tianrui Li 001 (CoRR, 2025)

RoboFactory: Exploring Embodied Agent Collaboration with Compositional Constraints. - Yiran Qin; Li Kang; Xiufeng Song; Zhenfei Yin; Xiaohong Liu 001; Xihui Liu; Ruimao Zhang; Lei Bai 001 (CoRR, 2025)

Lumina-Image 2.0: A Unified and Efficient Image Generative Framework. - Qi Qin; Le Zhuo; Yi Xin 003; Ruoyi Du; Zhen Li 026; Bin Fu; Yiting Lu; Jiakang Yuan; Xinyue Li 001; Dongyang Liu; Xiangyang Zhu; Manyuan Zhang; et al. (CoRR, 2025)

PuzzleBench: A Fully Dynamic Evaluation Framework for Large Multimodal Models on Puzzle Solving. - Zeyu Zhang; Zijian Chen 001; Zicheng Zhang; Yuze Sun; Yuan Tian 017; Ziheng Jia; Chunyi Li; Xiaohong Liu 001; Xiongkuo Min; Guangtao Zhai (CoRR, 2025)

Omni2: Unifying Omnidirectional Image Generation and Editing in an Omni Model. - Liu Yang; Huiyu Duan; Yucheng Zhu; Xiaohong Liu 001; Lu Liu 005; Zitong Xu; Guangji Ma; Xiongkuo Min; Guangtao Zhai; Patrick Le Callet (CoRR, 2025)

MM-PCQA+: Advancing Multi-Modal Learning for Point Cloud Quality Assessment. - Zicheng Zhang; Yingjie Zhou 003; Chunyi Li; Wei Sun 029; Xiongkuo Min; Xiaohong Liu 001; Guangtao Zhai (ACM Trans. Multim. Comput. Commun. Appl., 2025)

MedSG-Bench: A Benchmark for Medical Image Sequences Grounding. - Jingkun Yue; Siqi Zhang; Zinan Jia; Huihuan Xu; Zongbo Han; Xiaohong Liu 001; Guangyu Wang (CoRR, 2025)

NTIRE 2025 challenge on Text to Image Generation Model Quality Assessment. - Shuhao Han; Haotian Fan; Fangyuan Kong; Wenjie Liao; Chunle Guo; Chongyi Li; Radu Timofte; Liang Li; Tao Li; Junhui Cui; Yunqiu Wang; Yang Tai; et al. (CoRR, 2025)

Perceptual Quality Assessment for Embodied AI. - Chunyi Li; Jiaohao Xiao; Jianbo Zhang; Farong Wen; Zicheng Zhang; Yuan Tian 017; Xiangyang Zhu; Xiaohong Liu 001; Zhengxue Cheng; Weisi Lin; Guangtao Zhai (CoRR, 2025)

Scaling-up Perceptual Video Quality Assessment. - Ziheng Jia; Zicheng Zhang; Zeyu Zhang; Yingji Liang; Xiaorong Zhu; Chunyi Li; Jinliang Han; Haoning Wu 001; Bin Wang; Haoran Zhang; Guanyu Zhu; Qiyong Zhao; et al. (CoRR, 2025)

Language-Guided Hierarchical Fine-Grained Image Forgery Detection and Localization. - Xiao Guo; Xiaohong Liu 001; Iacopo Masi; Xiaoming Liu 002 (Int. J. Comput. Vis., 2025)

VIKI-R: Coordinating Embodied Multi-Agent Cooperation via Reinforcement Learning. - Li Kang; Xiufeng Song; Heng Zhou; Yiran Qin; Jie Yang; Xiaohong Liu 001; Philip Torr 001; Lei Bai 001; Zhenfei Yin (CoRR, 2025)

Learning to See in the Extremely Dark. - Hai Jiang 006; Binhao Guan; Zhen Liu 022; Xiaohong Liu 001; Jian Yu; Zheng Liu; Songchen Han; Shuaicheng Liu (CoRR, 2025)

Resurrect Mask AutoRegressive Modeling for Efficient and Scalable Image Generation. - Yi Xin 003; Le Zhuo; Qi Qin; Siqi Luo; Yuewen Cao; Bin Fu; Yangfan He; Hongsheng Li 001; Guangtao Zhai; Xiaohong Liu 001; Peng Gao 007 (CoRR, 2025)

Lumina-mGPT 2.0: Stand-Alone AutoRegressive Image Modeling. - Yi Xin 003; Juncheng Yan; Qi Qin; Zhen Li 026; Dongyang Liu; Shicheng Li; Victor Shea-Jay Huang; Yupeng Zhou; Renrui Zhang; Le Zhuo; Tiancheng Han; Xiaoqing Sun; et al. (CoRR, 2025)

MedIQA: A Scalable Foundation Model for Prompt-Driven Medical Image Quality Assessment. - Siyi Xun; Yue Sun; Jingkun Chen; Zitong Yu; Tong Tong 001; Xiaohong Liu 001; Mingxiang Wu; Tao Tan 002 (CoRR, 2025)

TR-PTS: Task-Relevant Parameter and Token Selection for Efficient Tuning. - Siqi Luo; Haoran Yang; Yi Xin 003; Mingyang Yi; Guangyang Wu; Guangtao Zhai; Xiaohong Liu 001 (CoRR, 2025)

Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads. - Yingjie Zhou 003; Jiezhang Cao; Zicheng Zhang; Farong Wen; Yanwei Jiang; Jun Jia; Xiaohong Liu 001; Xiongkuo Min; Guangtao Zhai (CoRR, 2025)

Full-Reference and No-Reference Quality Assessment for Video Frame Interpolation. - Jinliang Han; Xiongkuo Min; Jun Jia; Yixuan Gao; Xiaohong Liu 001; Guangtao Zhai (IEEE Trans. Circuits Syst. Video Technol., 2025)

Quality Assessment in the Era of Large Models: A Survey. - Zicheng Zhang; Yingjie Zhou 003; Chunyi Li; Baixuan Zhao; Xiaohong Liu 001; Guangtao Zhai (ACM Trans. Multim. Comput. Commun. Appl., 2025)

Audio-Assisted Face Video Restoration with Temporal and Identity Complementary Learning. - Yuqin Cao; Yixuan Gao; Wei Sun 029; Xiaohong Liu 001; Yulun Zhang 001; Xiongkuo Min (CoRR, 2025)

LayerT2V: Interactive Multi-Object Trajectory Layering for Video Generation. - Kangrui Cen; Baixuan Zhao; Yi Xin 003; Siqi Luo; Guangtao Zhai; Xiaohong Liu 001 (CoRR, 2025)

Who is a Better Player: LLM against LLM. - Yingjie Zhou 003; Jiezhang Cao; Farong Wen; Li Xu 008; Yanwei Jiang; Jun Jia; Ronghui Li; Xiaohong Liu 001; Yu Zhou 016; Xiongkuo Min; Jie Guo; Zicheng Zhang; et al. (CoRR, 2025)

AU-IQA: A Benchmark Dataset for Perceptual Quality Assessment of AI-Enhanced User-Generated Content. - Shushi Wang; Chunyi Li; Zicheng Zhang; Han Zhou 003; Wei Dong 010; Jun Chen; Guangtao Zhai; Xiaohong Liu 001 (CoRR, 2025)

Static and Plugged: Make Embodied Evaluation Simple. - Jiahao Xiao; Jianbo Zhang; BoWen Yan; Shengyu Guo; Tongrui Ye; Kaiwei Zhang; Zicheng Zhang; Xiaohong Liu 001; Zhengxue Cheng; Lei Fan; Chuyi Li; Guangtao Zhai (CoRR, 2025)

MI3S: A multimodal large language model assisted quality assessment framework for AI-generated talking heads. - Yingjie Zhou 003; Zicheng Zhang; Sijing Wu; Jun Jia; Yanwei Jiang; Wei Sun 029; Xiaohong Liu 001; Xiongkuo Min; Guangtao Zhai (Inf. Process. Manag., 2026)