Peng Jin

56 papers A* 17Journal 34Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Disentangled Concept Matching for Text-video Retrieval through Perception Imitation.
ACM Trans. Multim. Comput. Commun. Appl.
Wei Zhang, Peng Jin, Chunyu Zou, Han Peng, Ziyao Zhang, Jie Chen, Wen Gao
2026 A* conf
Next Patch Prediction for AutoRegressive Visual Generation.
AAAI
Yatian Pang, Peng Jin, Shuo Yang, Bin Zhu, Bin Lin, Chaoran Feng, Zhenyu Tang, Liuhan Chen, Francis E. H. Tay, Ser-Nam Lim, Harry Yang, Li Yuan
2025 A* conf
Aligning Instance Brownian Bridge with Texts for Open-Vocabulary Video Instance Segmentation.
AAAI
Zesen Cheng, Kehan Li, Hao Li, Peng Jin, Xiawu Zheng, Chang Liu, Jie Chen
2025 J jnl
Does Understanding Inform Generation in Unified Multimodal Models? From Analysis to Path Forward.
CoRR
Yuwei Niu, Weiyang Jin, Jiaqi Liao, Chaoran Feng, Peng Jin, Bin Lin, Zongjian Li, Bin Zhu, Weihao Yu, Li Yuan
2025 J jnl
Hierarchical Banzhaf Interaction for General Video-Language Representation Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Peng Jin, Hao Li, Li Yuan, Shuicheng Yan, Jie Chen
2025 A* conf
MUSE: Mamba Is Efficient Multi-scale Learner for Text-video Retrieval.
AAAI
Haoran Tang, Meng Cao, Jinfa Huang, Ruyang Liu, Peng Jin, Ge Li, Xiaodan Liang
2025 J jnl
MagicComp: Training-free Dual-Phase Refinement for Compositional Video Generation.
CoRR
Hongyu Zhang, Yufan Deng, Shenghai Yuan, Peng Jin, Zesen Cheng, Yian Zhao, Chang Liu, Jie Chen
2025 A* conf
MoE++: Accelerating Mixture-of-Experts Methods with Zero-Computation Experts.
ICLR
Peng Jin, Bo Zhu, Li Yuan, Shuicheng Yan
2025 A* conf
MoH: Multi-Head Attention as Mixture-of-Head Attention.
ICML
Peng Jin, Bo Zhu, Li Yuan, Shuicheng Yan
2025 A* conf
Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection.
ICML
Zhiyuan Yan, Jiangming Wang, Peng Jin, Ke-Yue Zhang, Chengchun Liu, Shen Chen, Taiping Yao, Shouhong Ding, Baoyuan Wu, Li Yuan
2025 J jnl
Seeing Before Reasoning: A Unified Framework for Generalizable and Explainable Fake Image Detection.
CoRR
Kaiqing Lin, Zhiyuan Yan, Ruoxin Chen, Junyan Ye, Ke-Yue Zhang, Yue Zhou, Peng Jin, Bin Li, Taiping Yao, Shouhong Ding
2025 J jnl
WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation.
CoRR
Yuwei Niu, Munan Ning, Mengren Zheng, Bin Lin, Peng Jin, Jiaqi Liao, Kun-Peng Ning, Bin Zhu, Li Yuan
2024 A* conf
Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding.
CVPR
Peng Jin, Ryuichi Takanobu, Wancai Zhang, Xiaochun Cao, Li Yuan
2024 J jnl
Effort: Efficient Orthogonal Modeling for Generalizable AI-Generated Image Detection.
CoRR
Zhiyuan Yan, Jiangming Wang, Zhendong Wang, Peng Jin, Ke-Yue Zhang, Shen Chen, Taiping Yao, Shouhong Ding, Baoyuan Wu, Li Yuan
2024 — conf
FreestyleRet: Retrieving Images from Style-Diversified Queries.
ECCV (23)
Hao Li, Yanhao Jia, Peng Jin, Zesen Cheng, Kehan Li, Jialu Sui, Chang Liu, Li Yuan
2024 J jnl
Hierarchical Banzhaf Interaction for General Video-Language Representation Learning.
CoRR
Peng Jin, Hao Li, Li Yuan, Shuicheng Yan, Jie Chen
2024 J jnl
Instance Brownian Bridge as Texts for Open-vocabulary Video Instance Segmentation.
CoRR
Zesen Cheng, Kehan Li, Hao Li, Peng Jin, Chang Liu, Xiawu Zheng, Rongrong Ji, Jie Chen
2024 J jnl
LLMBind: A Unified Modality-Task Integration Framework.
CoRR
Bin Zhu, Peng Jin, Munan Ning, Bin Lin, Jinfa Huang, Qi Song, Jiaxi Cui, Junwu Zhang, Zhenyu Tang, Mingjun Pan, Xing Zhou, Li Yuan
2024 J jnl
LLaVA-CoT: Let Vision Language Models Reason Step-by-Step.
CoRR
Guowei Xu, Peng Jin, Hao Li, Yibing Song, Lichao Sun, Li Yuan
2024 — conf
LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Inference.
EMNLP (Findings)
Zhongwei Wan, Ziang Wu, Che Liu, Jinfa Huang, Zhihong Zhu, Peng Jin, Longyue Wang, Li Yuan
2024 J jnl
LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Inference.
CoRR
Zhongwei Wan, Ziang Wu, Che Liu, Jinfa Huang, Zhihong Zhu, Peng Jin, Longyue Wang, Li Yuan
2024 — conf
Local Action-Guided Motion Diffusion Model for Text-to-Motion Generation.
ECCV (25)
Peng Jin, Hao Li, Zesen Cheng, Kehan Li, Runyi Yu, Chang Liu, Xiangyang Ji, Li Yuan, Jie Chen
2024 J jnl
Local Action-Guided Motion Diffusion Model for Text-to-Motion Generation.
CoRR
Peng Jin, Hao Li, Zesen Cheng, Kehan Li, Runyi Yu, Chang Liu, Xiangyang Ji, Li Yuan, Jie Chen
2024 J jnl
MUSE: Mamba is Efficient Multi-scale Learner for Text-video Retrieval.
CoRR
Haoran Tang, Meng Cao, Jinfa Huang, Ruyang Liu, Peng Jin, Ge Li, Xiaodan Liang
2024 J jnl
MoE++: Accelerating Mixture-of-Experts Methods with Zero-Computation Experts.
CoRR
Peng Jin, Bo Zhu, Li Yuan, Shuicheng Yan
2024 J jnl
MoE-LLaVA: Mixture of Experts for Large Vision-Language Models.
CoRR
Bin Lin, Zhenyu Tang, Yang Ye, Jiaxi Cui, Bin Zhu, Peng Jin, Junwu Zhang, Munan Ning, Li Yuan
2024 J jnl
MoH: Multi-Head Attention as Mixture-of-Head Attention.
CoRR
Peng Jin, Bo Zhu, Li Yuan, Shuicheng Yan
2024 J jnl
Next Patch Prediction for Autoregressive Visual Generation.
CoRR
Yatian Pang, Peng Jin, Shuo Yang, Bin Lin, Bin Zhu, Zhenyu Tang, Liuhan Chen, Francis E. H. Tay, Ser-Nam Lim, Harry Yang, Li Yuan
2024 A* conf
Parallel Vertex Diffusion for Unified Visual Grounding.
AAAI
Zesen Cheng, Kehan Li, Peng Jin, Siheng Li, Xiangyang Ji, Li Yuan, Chang Liu, Jie Chen
2024 — conf
RAP: Efficient Text-Video Retrieval with Sparse-and-Correlated Adapter.
ACL (Findings)
Meng Cao, Haoran Tang, Jinfa Huang, Peng Jin, Can Zhang, Ruyang Liu, Long Chen, Xiaodan Liang, Li Yuan, Ge Li
2024 J jnl
RAP: Efficient Text-Video Retrieval with Sparse-and-Correlated Adapter.
CoRR
Meng Cao, Haoran Tang, Jinfa Huang, Peng Jin, Can Zhang, Ruyang Liu, Long Chen, Xiaodan Liang, Li Yuan, Ge Li
2024 — conf
Repaint123: Fast and High-Quality One Image to 3D Generation with Progressive Controllable Repainting.
ECCV (25)
Junwu Zhang, Zhenyu Tang, Yatian Pang, Xinhua Cheng, Peng Jin, Yida Wei, Xing Zhou, Munan Ning, Li Yuan
2024 A* conf
Video-LLaVA: Learning United Visual Representation by Alignment Before Projection.
EMNLP
Bin Lin, Yang Ye, Bin Zhu, Jiaxi Cui, Munan Ning, Peng Jin, Li Yuan
2023 A* conf
Act As You Wish: Fine-Grained Control of Motion Diffusion Model with Hierarchical Semantic Graphs.
NeurIPS
Peng Jin, Yang Wu, Yanbo Fan, Zhongqian Sun, Wei Yang, Li Yuan
2023 J jnl
Act As You Wish: Fine-Grained Control of Motion Diffusion Model with Hierarchical Semantic Graphs.
CoRR
Peng Jin, Yang Wu, Yanbo Fan, Zhongqian Sun, Yang Wei, Li Yuan
2023 J jnl
Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding.
CoRR
Peng Jin, Ryuichi Takanobu, Caiwan Zhang, Xiaochun Cao, Li Yuan
2023 A* conf
DiffusionRet: Generative Text-Video Retrieval with Diffusion Model.
ICCV
Peng Jin, Hao Li, Zesen Cheng, Kehan Li, Xiangyang Ji, Chang Liu, Li Yuan, Jie Chen
2023 J jnl
DiffusionRet: Generative Text-Video Retrieval with Diffusion Model.
CoRR
Peng Jin, Hao Li, Zesen Cheng, Kehan Li, Xiangyang Ji, Chang Liu, Li Yuan, Jie Chen
2023 J jnl
FreestyleRet: Retrieving Images from Style-Diversified Queries.
CoRR
Hao Li, Curise Jia, Peng Jin, Zesen Cheng, Kehan Li, Jialu Sui, Chang Liu, Li Yuan
2023 A* conf
Multi-granularity Interaction Simulation for Unsupervised Interactive Segmentation.
ICCV
Kehan Li, Yian Zhao, Zhennan Wang, Zesen Cheng, Peng Jin, Xiangyang Ji, Li Yuan, Chang Liu, Jie Chen
2023 J jnl
Multi-granularity Interaction Simulation for Unsupervised Interactive Segmentation.
CoRR
Kehan Li, Yian Zhao, Zhennan Wang, Zesen Cheng, Peng Jin, Xiangyang Ji, Li Yuan, Chang Liu, Jie Chen
2023 J jnl
Parallel Vertex Diffusion for Unified Visual Grounding.
CoRR
Zesen Cheng, Kehan Li, Peng Jin, Xiangyang Ji, Li Yuan, Chang Liu, Jie Chen
2023 J jnl
Repaint123: Fast and High-quality One Image to 3D Generation with Progressive Controllable 2D Repainting.
CoRR
Junwu Zhang, Zhenyu Tang, Yatian Pang, Xinhua Cheng, Peng Jin, Yida Wei, Munan Ning, Li Yuan
2023 A* conf
TG-VQA: Ternary Game of Video Question Answering.
IJCAI
Hao Li, Peng Jin, Zesen Cheng, Songyang Zhang, Kai Chen, Zhennan Wang, Chang Liu, Jie Chen
2023 J jnl
TG-VQA: Ternary Game of Video Question Answering.
CoRR
Hao Li, Peng Jin, Zesen Cheng, Songyang Zhang, Kai Chen, Zhennan Wang, Chang Liu, Jie Chen
2023 A* conf
Text-Video Retrieval with Disentangled Conceptualization and Set-to-Set Alignment.
IJCAI
Peng Jin, Hao Li, Zesen Cheng, Jinfa Huang, Zhennan Wang, Li Yuan, Chang Liu, Jie Chen
2023 J jnl
Text-Video Retrieval with Disentangled Conceptualization and Set-to-Set Alignment.
CoRR
Peng Jin, Hao Li, Zesen Cheng, Jinfa Huang, Zhennan Wang, Li Yuan, Chang Liu, Jie Chen
2023 J jnl
Video-LLaVA: Learning United Visual Representation by Alignment Before Projection.
CoRR
Bin Lin, Yang Ye, Bin Zhu, Jiaxi Cui, Munan Ning, Peng Jin, Li Yuan
2023 A* conf
Video-Text as Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning.
CVPR
Peng Jin, Jinfa Huang, Pengfei Xiong, Shangxuan Tian, Chang Liu, Xiangyang Ji, Li Yuan, Jie Chen
2023 J jnl
Video-Text as Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning.
CoRR
Peng Jin, Jinfa Huang, Pengfei Xiong, Shangxuan Tian, Chang Liu, Xiangyang Ji, Li Yuan, Jie Chen
2023 J jnl
Weakly-Supervised 3D Spatial Reasoning for Text-Based Visual Question Answering.
IEEE Trans. Image Process.
Hao Li, Jinfa Huang, Peng Jin, Guoli Song, Qi Wu, Jie Chen
2023 A* conf
WiCo: Win-win Cooperation of Bottom-up and Top-down Referring Image Segmentation.
IJCAI
Zesen Cheng, Peng Jin, Hao Li, Kehan Li, Siheng Li, Xiangyang Ji, Chang Liu, Jie Chen
2023 J jnl
WiCo: Win-win Cooperation of Bottom-up and Top-down Referring Image Segmentation.
CoRR
Zesen Cheng, Peng Jin, Hao Li, Kehan Li, Siheng Li, Xiangyang Ji, Chang Liu, Jie Chen
2022 A* conf
Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations.
NeurIPS
Peng Jin, Jinfa Huang, Fenglin Liu, Xian Wu, Shen Ge, Guoli Song, David A. Clifton, Jie Chen
2022 J jnl
Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations.
CoRR
Peng Jin, Jinfa Huang, Fenglin Liu, Xian Wu, Shen Ge, Guoli Song, David A. Clifton, Jie Chen
2022 J jnl
Toward 3D Spatial Reasoning for Human-like Text-based Visual Question Answering.
CoRR
Hao Li, Jinfa Huang, Peng Jin, Guoli Song, Qi Wu, Jie Chen