Global Perception Feedback Convolutional Neural Networks. - Chaoyou Fu; Xiang Wu 001; Jing Dong; Ran He 001 (IGTA, 2017)

Neurons Merging Layer: Towards Progressive Redundancy Reduction for Deep Supervised Hashing. - Chaoyou Fu; Liangchen Song; Xiang Wu 001; Guoli Wang 004; Ran He 001 (IJCAI, 2019)

Dual Variational Generation for Low Shot Heterogeneous Face Recognition. - Chaoyou Fu; Xiang Wu 001; Yibo Hu 001; Huaibo Huang; Ran He 001 (NeurIPS, 2019)

High Fidelity Face Manipulation with Extreme Pose and Expression. - Chaoyou Fu; Yibo Hu 001; Xiang Wu 001; Guoli Wang 004; Qian Zhang 009; Ran He 001 (CoRR, 2019)

Pose Agnostic Cross-spectral Hallucination via Disentangling Independent Factors. - Boyan Duan; Chaoyou Fu; Yi Li 018; Xingguang Song; Ran He 001 (CoRR, 2019)

Cross-Spectral Face Hallucination via Disentangling Independent Factors. - Boyan Duan; Chaoyou Fu; Yi Li 018; Xingguang Song; Ran He 001 (CVPR, 2020)

AOT: Appearance Optimal Transport Based Identity Swapping for Forgery Detection. - Hao Zhu; Chaoyou Fu; Qianyi Wu; Wayne Wu; Chen Qian 006; Ran He 001 (NeurIPS, 2020)

Information Bottleneck Disentanglement for Identity Swapping. - Gege Gao; Huaibo Huang; Chaoyou Fu; Zhaoyang Li; Ran He 001 (CVPR, 2021)

Pareidolia Face Reenactment. - Linsen Song; Wayne Wu; Chaoyou Fu; Chen Qian 006; Chen Change Loy; Ran He 001 (CVPR, 2021)

Self-Augmented Heterogeneous Face Recognition. - Zongcai Sun; Chaoyou Fu; Mandi Luo; Ran He 001 (IJCB, 2021)

CM-NAS: Cross-Modality Neural Architecture Search for Visible-Infrared Person Re-Identification. - Chaoyou Fu; Yibo Hu 001; Xiang Wu 001; Hailin Shi; Tao Mei 001; Ran He 001 (ICCV, 2021)

CM-NAS: Rethinking Cross-Modality Neural Architectures for Visible-Infrared Person Re-Identification. - Chaoyou Fu; Yibo Hu 001; Xiang Wu 001; Hailin Shi; Tao Mei 001; Ran He 001 (CoRR, 2021)

Everything's Talkin': Pareidolia Face Reenactment. - Linsen Song; Wayne Wu; Chaoyou Fu; Chen Qian 006; Chen Change Loy; Ran He 001 (CoRR, 2021)

Learning Causal Representation for Face Transfer across Large Appearance Gap. - Gege Gao; Huaibo Huang; Chaoyou Fu; Ran He 001 (CoRR, 2021)

High-Fidelity Face Manipulation With Extreme Poses and Expressions. - Chaoyou Fu; Yibo Hu 001; Xiang Wu 001; Guoli Wang 004; Qian Zhang 009; Ran He 001 (IEEE Trans. Inf. Forensics Secur., 2021)

Rethinking Image Cropping: Exploring Diverse Compositions from Global Views. - Gengyun Jia; Huaibo Huang; Chaoyou Fu; Ran He 001 (CVPR, 2022)

DVG-Face: Dual Variational Generation for Heterogeneous Face Recognition. - Chaoyou Fu; Xiang Wu 001; Yibo Hu 001; Huaibo Huang; Ran He 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Deep momentum uncertainty hashing. - Chaoyou Fu; Guoli Wang 004; Xiang Wu 001; Qian Zhang 009; Ran He 001 (Pattern Recognit., 2022)

Heterogeneous Face Recognition via Face Synthesis With Identity-Attribute Disentanglement. - Ziming Yang; Jian Liang 001; Chaoyou Fu; Mandi Luo; Xiaoyu Zhang 002 (IEEE Trans. Inf. Forensics Secur., 2022)

Multi-modal Queried Object Detection in the Wild. - Yifan Xu 008; Mengdan Zhang; Chaoyou Fu; Peixian Chen; Xiaoshan Yang; Ke Li 015; Changsheng Xu (NeurIPS, 2023)

CAPro: Webly Supervised Learning with Cross-modality Aligned Prototypes. - Yulei Qin; Xingyu Chen; Yunhang Shen; Chaoyou Fu; Yun Gu; Ke Li 015; Xing Sun 001; Rongrong Ji (NeurIPS, 2023)

MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models. - Chaoyou Fu; Peixian Chen; Yunhang Shen; Yulei Qin; Mengdan Zhang; Xu Lin; Zhenyu Qiu; Wei Lin 004; Jinrui Yang; Xiawu Zheng; Ke Li 015; Xing Sun 001; et al. (CoRR, 2023)

A Survey on Multimodal Large Language Models. - Shukang Yin; Chaoyou Fu; Sirui Zhao; Ke Li 015; Xing Sun 001; Tong Xu 001; Enhong Chen (CoRR, 2023)

ChatIllusion: Efficient-Aligning Interleaved Generation ability with Visual Instruction Model. - Xiaowei Chi; Yijiang Liu; Zhengkai Jiang 001; Rongyu Zhang; Ziyi Lin; Renrui Zhang; Peng Gao 007; Chaoyou Fu; Shanghang Zhang; Qifeng Liu; Yike Guo (CoRR, 2023)

A Challenger to GPT-4V? Early Explorations of Gemini in Visual Expertise. - Chaoyou Fu; Renrui Zhang; Zihan Wang; Yubo Huang; Zhengye Zhang; Longtian Qiu; Gaoxiang Ye; Yunhang Shen; Mengdan Zhang; Peixian Chen; Sirui Zhao; Shaohui Lin; et al. (CoRR, 2023)

Iterative embedding distillation for open world vehicle recognition. - Junxian Duan; Xiang Wu 001; Yibo Hu 001; Chaoyou Fu; Zi Wang; Ran He 001 (Pattern Recognit., 2023)

Audio-Driven Dubbing for User Generated Contents via Style-Aware Semi-Parametric Synthesis. - Linsen Song; Wayne Wu; Chaoyou Fu; Chen Change Loy; Ran He 001 (IEEE Trans. Circuits Syst. Video Technol., 2023)

Towards Lightweight Pixel-Wise Hallucination for Heterogeneous Face Recognition. - Chaoyou Fu; Xiaoqiang Zhou; Weizan He; Ran He 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Aligning and Prompting Everything All at Once for Universal Visual Perception. - Yunhang Shen; Chaoyou Fu; Peixian Chen; Mengdan Zhang; Ke Li 015; Xing Sun 001; Yunsheng Wu; Shaohui Lin; Rongrong Ji (CVPR, 2024)

No Time to Train: Empowering Non-Parametric Networks for Few-Shot 3D Scene Segmentation. - Xiangyang Zhu; Renrui Zhang; Bowei He; Ziyu Guo; Jiaming Liu 003; Han Xiao 010; Chaoyou Fu; Hao Dong 003; Peng Gao 007 (CVPR, 2024)

TGMAE: Self-supervised Micro-Expression Recognition with Temporal Gaussian Masked Autoencoder. - Shifeng Liu; Xinglong Mao; Sirui Zhao; Chaoyou Fu; Ying Yu; Tong Xu 001; Enhong Chen (ICME, 2024)

Cantor: Inspiring Multimodal Chain-of-Thought of MLLM. - Timin Gao; Peixian Chen; Mengdan Zhang; Chaoyou Fu; Yunhang Shen; Yan Zhang 109; Shengchuan Zhang; Xiawu Zheng; Xing Sun 001; Liujuan Cao; Rongrong Ji (ACM Multimedia, 2024)

Woodpecker: hallucination correction for multimodal large language models. - Shukang Yin; Chaoyou Fu; Sirui Zhao; Tong Xu 001; Hao Wang 076; Dianbo Sui; Yunhang Shen; Ke Li 015; Xing Sun 001; Enhong Chen (Sci. China Inf. Sci., 2024)

Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis. - Chaoyou Fu; Yuhan Dai; Yondong Luo; Lei Li; Shuhuai Ren; Renrui Zhang; Zihan Wang; Chenyu Zhou; Yunhang Shen; Mengdan Zhang; Peixian Chen; Yanwei Li; et al. (CoRR, 2024)

Beyond LLaVA-HD: Diving into High-Resolution Large Multimodal Models. - Yifan Zhang 004; Qingsong Wen; Chaoyou Fu; Xue Wang 010; Zhang Zhang 001; Liang Wang 001; Rong Jin 001 (CoRR, 2024)

VEGA: Learning Interleaved Image-Text Comprehension in Vision-Language Large Models. - Chenyu Zhou; Mengdan Zhang; Peixian Chen; Chaoyou Fu; Yunhang Shen; Xiawu Zheng; Xing Sun 001; Rongrong Ji (CoRR, 2024)

VITA: Towards Open-Source Interactive Omni Multimodal LLM. - Chaoyou Fu; Haojia Lin; Zuwei Long; Yunhang Shen; Meng Zhao; Yifan Zhang 004; Xiong Wang; Di Yin; Long Ma; Xiawu Zheng; Ran He 001; Rongrong Ji; et al. (CoRR, 2024)

MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans? - Yifan Zhang 004; Huanyu Zhang; Haochen Tian; Chaoyou Fu; Shuangqing Zhang; Junfei Wu; Feng Li; Kun Wang 042; Qingsong Wen; Zhang Zhang 001; Liang Wang 001; Rong Jin 001; et al. (CoRR, 2024)

Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM. - Xiong Wang; Yangze Li; Chaoyou Fu; Yunhang Shen; Lei Xie 001; Ke Li 015; Xing Sun 001; Long Ma (CoRR, 2024)

MME-Finance: A Multimodal Finance Benchmark for Expert-level Understanding and Reasoning. - Ziliang Gan; Yu Lu; Dong Zhang; Haohan Li; Che Liu; Jian Liu; Ji Liu; Haipang Wu; Chaoyou Fu; Zenglin Xu; Rongjunchen Zhang; Yong Dai 001 (CoRR, 2024)

MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs. - Chaoyou Fu; Yifan Zhang 004; Shukang Yin; Bo Li 080; Xinyu Fang; Sirui Zhao; Haodong Duan; Xing Sun 001; Ziwei Liu 002; Liang Wang 001; Caifeng Shan; Ran He 001 (CoRR, 2024)

T2Vid: Translating Long Text into Multi-Image is the Catalyst for Video-LLMs. - Shukang Yin; Chaoyou Fu; Sirui Zhao; Yunhang Shen; Chunjiang Ge; Yan Yang; Zuwei Long; Yuhan Dai; Tong Xu 001; Xing Sun 001; Ran He 001; Caifeng Shan; et al. (CoRR, 2024)

InstanceCap: Improving Text-to-Video Generation via Instance-aware Structured Caption. - Tiehan Fan; Kepan Nan; Rui Xie; Penghao Zhou; Zhenheng Yang; Chaoyou Fu; Xiang Li 041; Jian Yang 003; Ying Tai (CoRR, 2024)

Dynamic Graph Memory Bank for Video Inpainting. - Xiaoqiang Zhou; Chaoyou Fu; Huaibo Huang; Ran He 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

InstanceCap: Improving Text-to-Video Generation via Instance-aware Structured Caption. - Tiehan Fan; Kepan Nan; Rui Xie; Penghao Zhou; Zhenheng Yang; Chaoyou Fu; Xiang Li; Jian Yang; Ying Tai (CVPR, 2025)

Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis. - Chaoyou Fu; Yuhan Dai; Yongdong Luo; Lei Li; Shuhuai Ren; Renrui Zhang; Zihan Wang; Chenyu Zhou; Yunhang Shen; Mengdan Zhang; Peixian Chen; Yanwei Li; et al. (CVPR, 2025)

MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans? - Yifan Zhang 004; Huanyu Zhang; Haochen Tian; Chaoyou Fu; Shuangqing Zhang; Junfei Wu; Feng Li; Kun Wang 056; Qingsong Wen; Zhang Zhang 001; Liang Wang 001; Rong Jin 001 (ICLR, 2025)

Learning Interleaved Image-Text Comprehension in Vision-Language Large Models. - Chenyu Zhou; Mengdan Zhang; Peixian Chen; Chaoyou Fu; Yunhang Shen; Xiawu Zheng; Xing Sun 001; Rongrong Ji (ICLR, 2025)

VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction. - Chaoyou Fu; Haojia Lin; Xiong Wang; Yifan Zhang 004; Yunhang Shen; Xiaoyu Liu; Haoyu Cao 001; Zuwei Long; Heting Gao; Ke Li 015; Long Ma; Xiawu Zheng; et al. (CoRR, 2025)

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her. - Heting Gao; Hang Shao; Xiong Wang; Chaofan Qiu; Yunhang Shen; Siqi Cai; Yuchen Shi; Zihan Xu; Zuwei Long; Yike Zhang; Shaoqi Dong; Chaoyou Fu; et al. (CoRR, 2025)

Long-VITA: Scaling Large Multi-modal Models to 1 Million Tokens with Leading Short-Context Accuracy. - Yunhang Shen; Chaoyou Fu; Shaoqi Dong; Xiong Wang; Yifan Zhang 004; Peixian Chen; Mengdan Zhang; Haoyu Cao 001; Ke Li 015; Xiawu Zheng; Yan Zhang 109; Yiyi Zhou; et al. (CoRR, 2025)

MME-CoT: Benchmarking Chain-of-Thought in Large Multimodal Models for Reasoning Quality, Robustness, and Efficiency. - Dongzhi Jiang; Renrui Zhang; Ziyu Guo; Yanwei Li; Yu Qi; Xinyan Chen; Liuhui Wang; Jianhan Jin; Claire Guo; Shen Yan; Bo Zhang 069; Chaoyou Fu; et al. (CoRR, 2025)

MM-RLHF: The Next Step Forward in Multimodal LLM Alignment. - Yifan Zhang 004; Tao Yu; Haochen Tian; Chaoyou Fu; Peiyan Li; Jianshu Zeng; Wulin Xie; Yang Shi 009; Huanyu Zhang; Junkang Wu; Xue Wang 010; Yibo Hu; et al. (CoRR, 2025)

QuoTA: Query-oriented Token Assignment via CoT Query Decouple for Long Video Comprehension. - Yongdong Luo; Wang Chen; Xiawu Zheng; Weizhong Huang; Shukang Yin; Haojia Lin; Chaoyou Fu; Jinfa Huang; Jiayi Ji; Jiebo Luo 001; Rongrong Ji (CoRR, 2025)

Aligning Multimodal LLM with Human Preference: A Survey. - Tao Yu; Yifan Zhang 004; Chaoyou Fu; Junkang Wu; Jinda Lu; Kun Wang 056; Xingyu Lu; Yunhang Shen; Guibin Zhang; Dingjie Song; Yibo Yan; Tianlong Xu; et al. (CoRR, 2025)

MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models. - Wulin Xie; Yifan Zhang 004; Chaoyou Fu; Yang Shi 009; Bingyan Nie; Hongkai Chen; Zhang Zhang 001; Liang Wang 001; Tieniu Tan (CoRR, 2025)

R1-Reward: Training Multimodal Reward Model Through Stable Reinforcement Learning. - Yifan Zhang 004; Xingyu Lu; Xiao Hu; Chaoyou Fu; Bin Wen; Tianke Zhang; Changyi Liu; Kaiyu Jiang; Kaibing Chen; Kaiyu Tang; Haojie Ding; Jiankang Chen; et al. (CoRR, 2025)

VITA-Audio: Fast Interleaved Cross-Modal Token Generation for Efficient Large Speech-Language Model. - Zuwei Long; Yunhang Shen; Chaoyou Fu; Heting Gao; Lijiang Li; Peixian Chen; Mengdan Zhang; Hang Shao; Jian Li 062; Jinlong Peng; Haoyu Cao 001; Ke Li 015; et al. (CoRR, 2025)

MME-Reasoning: A Comprehensive Benchmark for Logical Reasoning in MLLMs. - Jiakang Yuan; Tianshuo Peng; Yilei Jiang; Yiting Lu; Renrui Zhang; Kaituo Feng; Chaoyou Fu; Tao Chen 003; Lei Bai 001; Bo Zhang 069; Xiangyu Yue 001 (CoRR, 2025)

MME-VideoOCR: Evaluating OCR-Based Capabilities of Multimodal LLMs in Video Scenarios. - Yang Shi 009; Huanqian Wang; Wulin Xie; Huanyao Zhang; Lijie Zhao; Yifan Zhang 004; Xinfeng Li; Chaoyou Fu; Zhuoer Wen; Wenting Liu; Zhuoran Zhang 003; Xinlong Chen; et al. (CoRR, 2025)

Zooming from Context to Cue: Hierarchical Preference Optimization for Multi-Image MLLMs. - Xudong Li; Mengdan Zhang; Peixian Chen; Xiawu Zheng; Yan Zhang 109; Jingyuan Zheng; Yunhang Shen; Ke Li 015; Chaoyou Fu; Xin Sun 003; Rongrong Ji (CoRR, 2025)

Thyme: Think Beyond Images. - Yifan Zhang 004; Xingyu Lu; Shukang Yin; Chaoyou Fu; Wei Chen 070; Xiao Hu; Bin Wen; Kaiyu Jiang; Changyi Liu; Tianke Zhang; Haonan Fan; Kaibing Chen; et al. (CoRR, 2025)