Multi-Task Multi-Head Attention Memory Network for Fine-Grained Sentiment Analysis. - Zehui Dai; Wei Dai; Zhenhua Liu 006; Fengyun Rao; Huajie Chen; Guangpeng Zhang; Yadong Ding; Jiyang Liu (NLPCC (1), 2019)

CLIP4Caption: CLIP for Video Caption. - Mingkang Tang; Zhanyu Wang; Zhenhua Liu; Fengyun Rao; Dian Li; Xiu Li 001 (ACM Multimedia, 2021)

CLIP4Caption ++: Multi-CLIP for Video Caption. - Mingkang Tang; Zhanyu Wang; Zhaoyang Zeng; Fengyun Rao; Dian Li (CoRR, 2021)

CaSP: Class-agnostic Semi-Supervised Pretraining for Detection and Segmentation. - Lu Qi; Jason Kuen; Zhe Lin 001; Jiuxiang Gu; Fengyun Rao; Dian Li; Weidong Guo; Zhen Wen; Jiaya Jia (CoRR, 2021)

Tencent-MVSE: A Large-Scale Benchmark Dataset for Multi-Modal Video Similarity Evaluation. - Zhaoyang Zeng; Yongsheng Luo; Zhenhua Liu; Fengyun Rao; Dian Li; Weidong Guo; Zhen Wen (CVPR, 2022)

CA-SSL: Class-Agnostic Semi-Supervised Learning for Detection and Segmentation. - Lu Qi; Jason Kuen; Zhe Lin 001; Jiuxiang Gu; Fengyun Rao; Dian Li; Weidong Guo; Zhen Wen; Ming-Hsuan Yang 001; Jiaya Jia (ECCV (31), 2022)

A Dual-level Detection Method for Video Copy Detection. - Tianyi Wang; Feipeng Ma; Zhenhua Liu; Fengyun Rao (CoRR, 2023)

A Similarity Alignment Model for Video Copy Segment Matching. - Zhenhua Liu; Feipeng Ma; Tianyi Wang; Fengyun Rao (CoRR, 2023)

Text-Only Image Captioning with Multi-Context Data Generation. - Feipeng Ma; Yizhou Zhou; Fengyun Rao; Yueyi Zhang; Xiaoyan Sun 001 (CoRR, 2023)

Image Captioning with Multi-Context Synthetic Data. - Feipeng Ma; Yizhou Zhou; Fengyun Rao; Yueyi Zhang; Xiaoyan Sun 001 (AAAI, 2024)

Spatial-Semantic Collaborative Cropping for User Generated Content. - Yukun Su; Yiwen Cao; Jingliang Deng; Fengyun Rao; Qingyao Wu (AAAI, 2024)

Task Navigator: Decomposing Complex Tasks for Multimodal Large Language Models. - Feipeng Ma; Yizhou Zhou; Yueyi Zhang; Siying Wu; Zheyu Zhang 002; Zilong He; Fengyun Rao; Xiaoyan Sun 001 (CVPR Workshops, 2024)

Inter-X: Towards Versatile Human-Human Interaction Analysis. - Liang Xu 012; Xintao Lv; Yichao Yan; Xin Jin 014; Shuwen Wu; Congsheng Xu; Yifan Liu; Yizhou Zhou; Fengyun Rao; Xingdong Sheng; Yunhui Liu 006; Wenjun Zeng 001; et al. (CVPR, 2024)

ReGenNet: Towards Human Action-Reaction Synthesis. - Liang Xu 012; Yizhou Zhou; Yichao Yan; Xin Jin 014; Wenhan Zhu; Fengyun Rao; Xiaokang Yang 001; Wenjun Zeng 001 (CVPR, 2024)

Visual Perception by Large Language Model's Weights. - Feipeng Ma; Hongwei Xue; Yizhou Zhou; Guangting Wang; Fengyun Rao; Shilin Yan; Yueyi Zhang; Siying Wu; Mike Zheng Shou; Xiaoyan Sun 001 (NeurIPS, 2024)

Multi-Modal Generative Embedding Model. - Feipeng Ma; Hongwei Xue; Guangting Wang; Yizhou Zhou; Fengyun Rao; Shilin Yan; Yueyi Zhang; Siying Wu; Mike Zheng Shou; Xiaoyan Sun 001 (CoRR, 2024)

EE-MLLM: A Data-Efficient and Compute-Efficient Multimodal Large Language Model. - Feipeng Ma; Yizhou Zhou; Hebei Li; Zilong He; Siying Wu; Fengyun Rao; Yueyi Zhang; Xiaoyan Sun 001 (CoRR, 2024)

Revisiting Video Quality Assessment from the Perspective of Generalization. - Xinli Yue; Jianhui Sun; Liangchao Yao; Fan Xia; Yuetang Deng; Tianyi Wang; Lei Li; Fengyun Rao; Jing Lv; Qian Wang 002; Lingchen Zhao (CoRR, 2024)

Advancing Video Quality Assessment for AIGC. - Xinli Yue; Jianhui Sun; Han Kong; Liangchao Yao; Tianyi Wang; Lei Li; Fengyun Rao; Jing Lv; Fan Xia; Yuetang Deng; Qian Wang 002; Lingchen Zhao (CoRR, 2024)

Number it: Temporal Grounding Videos like Flipping Manga. - Yongliang Wu; Xinting Hu; Yuyang Sun; Yizhou Zhou; Wenbo Zhu; Fengyun Rao; Bernt Schiele; Xu Yang 004 (CVPR, 2025)

MMAR: Towards Lossless Multi-Modal Auto-Regressive Probabilistic Modeling. - Jian Yang; Dacheng Yin; Yizhou Zhou; Fengyun Rao; Wei Zhai; Yang Cao 010; Zheng-Jun Zha (CVPR, 2025)

Instruction-augmented Multimodal Alignment for Image-Text and Element Matching. - Xinli Yue; Jianhui Sun; Junda Lu; Liangchao Yao; Fan Xia; Tianyi Wang; Fengyun Rao; Jing Lyu; Yuetang Deng (CVPR Workshops, 2025)

HarmonySet: A Comprehensive Dataset for Understanding Video-Music Semantic Alignment and Temporal Synchronization. - Zitang Zhou; Ke Mei; Yu Lu; Tianyi Wang; Fengyun Rao (CVPR, 2025)

PerturboLLaVA: Reducing Multimodal Hallucinations with Perturbative Visual Training. - Cong Chen; Mingyu Liu; Chenchen Jing; Yizhou Zhou; Fengyun Rao; Hao Chen 041; Bo Zhang 046; Chunhua Shen (ICLR, 2025)

R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization. - Yi Yang; Xiaoxuan He; Hongkun Pan; Xiyan Jiang; Yan Deng; Xingtao Yang; Haoyu Lu; Dacheng Yin; Fengyun Rao; Minfeng Zhu; Bo Zhang; Wei Chen (CoRR, 2025)

Instruction-Oriented Preference Alignment for Enhancing Multi-Modal Comprehension Capability of MLLMs. - Zitian Wang; Yue Liao; Kang Rong; Fengyun Rao; Yibo Yang; Si Liu (CoRR, 2025)

From Trial to Triumph: Advancing Long Video Understanding via Visual Context Sample Scaling and Self-reward Alignment. - Yucheng Suo; Fan Ma; Linchao Zhu; Tianyi Wang; Fengyun Rao; Yi Yang 001 (CoRR, 2025)

FlexSelect: Flexible Token Selection for Efficient Long Video Understanding. - Yunzhu Zhang; Yu Lu; Tianyi Wang; Fengyun Rao; Yi Yang 001; Linchao Zhu (CoRR, 2025)

WeThink: Toward General-purpose Vision-Language Reasoning via Reinforcement Learning. - Jie Yang; Feipeng Ma; Zitian Wang; Dacheng Yin; Kang Rong; Fengyun Rao; Ruimao Zhang (CoRR, 2025)

HQ-CLIP: Leveraging Large Vision-Language Models to Create High-Quality Image-Text Datasets and CLIP Models. - Zhixiang Wei; Guangting Wang; Xiaoxiao Ma 006; Ke Mei; Huaian Chen; Yi Jin 002; Fengyun Rao (CoRR, 2025)

TempFlow-GRPO: When Timing Matters for GRPO in Flow Models. - Xiaoxuan He; Siming Fu; Yuke Zhao; Wanli Li; Jian Yang; Dacheng Yin; Fengyun Rao; Bo Zhang (CoRR, 2025)