Wang, Jiaqi

82 publications

NeurIPS 2025 A Signed Graph Approach to Understanding and Mitigating Oversmoothing Jiaqi Wang, Xinyi Wu, James Cheng, Yifei Wang

ICCV 2025 Bootstrap3D: Improving Multi-View Diffusion Model with Synthetic Data Zeyi Sun, Tong Wu, Pan Zhang, Yuhang Zang, Xiaoyi Dong, Yuanjun Xiong, Dahua Lin, Jiaqi Wang

CVPR 2025 ByTheWay: Boost Your Text-to-Video Generation Model to Higher Quality in a Training-Free Way Jiazi Bu, Pengyang Ling, Pan Zhang, Tong Wu, Xiaoyi Dong, Yuhang Zang, Yuhang Cao, Dahua Lin, Jiaqi Wang

CVPR 2025 Conical Visual Concentration for Efficient Large Vision-Language Models Long Xing, Qidong Huang, Xiaoyi Dong, Jiajie Lu, Pan Zhang, Yuhang Zang, Yuhang Cao, Conghui He, Jiaqi Wang, Feng Wu, Dahua Lin

ICCV 2025 Deciphering Cross-Modal Alignment in Large Vision-Language Models via Modality Integration Rate Qidong Huang, Xiaoyi Dong, Pan Zhang, Yuhang Zang, Yuhang Cao, Jiaqi Wang, Weiming Zhang, Nenghai Yu

CVPR 2025 Dispider: Enabling Video LLMs with Active Real-Time Interaction via Disentangled Perception, Decision, and Reaction Rui Qian, Shuangrui Ding, Xiaoyi Dong, Pan Zhang, Yuhang Zang, Yuhang Cao, Dahua Lin, Jiaqi Wang

TMLR 2025 DivIL: Unveiling and Addressing Over-Invariance for Out-of- Distribution Generalization Jiaqi Wang, Yuhang Zhou, Zhixiong Zhang, Qiguang Chen, Yongqiang Chen, James Cheng

ICML 2025 Enhancing Foundation Models with Federated Domain Knowledge Infusion Jiaqi Wang, Jingtao Li, Weiming Zhuang, Chen Chen, Lingjuan Lyu, Fenglong Ma

NeurIPS 2025 Fuse2Match: Training-Free Fusion of Flow, Diffusion, and Contrastive Models for Zero-Shot Semantic Matching Jing Zuo, Jiaqi Wang, Yonggang Qi, Yi-Zhe Song

NeurIPS 2025 HiFlow: Training-Free High-Resolution Image Generation with Flow-Aligned Guidance Jiazi Bu, Pengyang Ling, Yujie Zhou, Pan Zhang, Tong Wu, Xiaoyi Dong, Yuhang Zang, Yuhang Cao, Dahua Lin, Jiaqi Wang

ICLR 2025 IDArb: Intrinsic Decomposition for Arbitrary Number of Input Views and Illuminations Zhibing Li, Tong Wu, Jing Tan, Mengchen Zhang, Jiaqi Wang, Dahua Lin

NeurIPS 2025 Learning Memory-Enhanced Improvement Heuristics for Flexible Job Shop Scheduling Jiaqi Wang, Zhiguang Cao, Peng Zhao, Rui Cao, Yubin Xiao, Yuan Jiang, You Zhou

ICCV 2025 Light-a-Video: Training-Free Video Relighting via Progressive Light Fusion Yujie Zhou, Jiazi Bu, Pengyang Ling, Pan Zhang, Tong Wu, Qidong Huang, Jinsong Li, Xiaoyi Dong, Yuhang Zang, Yuhang Cao, Anyi Rao, Jiaqi Wang, Li Niu

ICLR 2025 MIA-DPO: Multi-Image Augmented Direct Preference Optimization for Large Vision-Language Models Ziyu Liu, Yuhang Zang, Xiaoyi Dong, Pan Zhang, Yuhang Cao, Haodong Duan, Conghui He, Yuanjun Xiong, Dahua Lin, Jiaqi Wang

ICCV 2025 MM-IFEngine: Towards Multimodal Instruction Following Shengyuan Ding, Shenxi Wu, Xiangyu Zhao, Yuhang Zang, Haodong Duan, Xiaoyi Dong, Pan Zhang, Yuhang Cao, Dahua Lin, Jiaqi Wang

ICLR 2025 MotionClone: Training-Free Motion Cloning for Controllable Video Generation Pengyang Ling, Jiazi Bu, Pan Zhang, Xiaoyi Dong, Yuhang Zang, Tong Wu, Huaian Chen, Jiaqi Wang, Yi Jin

CVPR 2025 OVO-Bench: How Far Is Your Video-LLMs from Real-World Online Video Understanding? Junbo Niu, Yifei Li, Ziyang Miao, Chunjiang Ge, Yuanhang Zhou, Qihao He, Xiaoyi Dong, Haodong Duan, Shuangrui Ding, Rui Qian, Pan Zhang, Yuhang Zang, Yuhang Cao, Conghui He, Jiaqi Wang

ICML 2025 PIGDreamer: Privileged Information Guided World Models for Safe Partially Observable Reinforcement Learning Dongchi Huang, Jiaqi Wang, Yang Li, Chunhe Xia, Tianle Zhang, Kaige Zhang

NeurIPS 2025 S$^2$M-Former: Spiking Symmetric Mixing Branchformer for Brain Auditory Attention Detection Jiaqi Wang, Zhengyu Ma, Xiongri Shen, Chenlin Zhou, Leilei Zhao, Han Zhang, Yi Zhong, Siqi Cai, Zhenxi Song, Zhiguo Zhang

ICCV 2025 SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree Shuangrui Ding, Rui Qian, Xiaoyi Dong, Pan Zhang, Yuhang Zang, Yuhang Cao, Yuwei Guo, Dahua Lin, Jiaqi Wang

AAAI 2025 SS-GEN: A Social Story Generation Framework with Large Language Models Yi Feng, Mingyang Song, Jiaqi Wang, Zhuang Chen, Guanqun Bi, Minlie Huang, Liping Jing, Jian Yu

ICML 2025 SongGen: A Single Stage Auto-Regressive Transformer for Text-to-Song Generation Zihan Liu, Shuangrui Ding, Zhixiong Zhang, Xiaoyi Dong, Pan Zhang, Yuhang Zang, Yuhang Cao, Dahua Lin, Jiaqi Wang

NeurIPS 2025 Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models Jiaqi Wang, Kevin Qinghong Lin, James Cheng, Mike Zheng Shou

NeurIPS 2025 Unified Multimodal Chain-of-Thought Reward Model Through Reinforcement Fine-Tuning Yibin Wang, Zhimin Li, Yuhang Zang, Chunyu Wang, Qinglin Lu, Cheng Jin, Jiaqi Wang

AAAI 2025 Utilize the Flow Before Stepping into the Same River Twice: Certainty Represented Knowledge Flow for Refusal-Aware Instruction Tuning Runchuan Zhu, Zhipeng Ma, Jiang Wu, Junyuan Gao, Jiaqi Wang, Dahua Lin, Conghui He

ICML 2025 VideoRoPE: What Makes for Good Video Rotary Position Embedding? Xilin Wei, Xiaoran Liu, Yuhang Zang, Xiaoyi Dong, Pan Zhang, Yuhang Cao, Jian Tong, Haodong Duan, Qipeng Guo, Jiaqi Wang, Xipeng Qiu, Dahua Lin

NeurIPS 2025 Visual Thoughts: A Unified Perspective of Understanding Multimodal Chain-of-Thought Zihui Cheng, Qiguang Chen, Xiao Xu, Jiaqi Wang, Weiyun Wang, Hao Fei, Yidong Wang, Alex Jinpeng Wang, Zhi Chen, Wanxiang Che, Libo Qin

ICCV 2025 Visual-RFT: Visual Reinforcement Fine-Tuning Ziyu Liu, Zeyi Sun, Yuhang Zang, Xiaoyi Dong, Yuhang Cao, Haodong Duan, Dahua Lin, Jiaqi Wang

NeurIPS 2025 WearVQA: A Visual Question Answering Benchmark for Wearables in Egocentric Authentic Real-World Scenarios Eun Chang, Zhuangqun Huang, Yiwei Liao, Sagar Ravi Bhavsar, Amogh Param, Tammy Stark, Adel Ahmadyan, Xiao Yang, Jiaqi Wang, Ahsan Abdullah, Giang Nguyen, Akil Iyer, David Patrick Hall, Elissa Li, Nicolas Scheffer, Ahmed Kirmani, Babak Damavandi, Rakesh Wanga, Anuj Kumar, Rohit Patel, Seungwhan Moon, Xin Luna Dong

ICCV 2025 X-Prompt: Generalizable Auto-Regressive Visual Learning with In-Context Prompting Zeyi Sun, Ziyang Chu, Pan Zhang, Tong Wu, Yuhang Zang, Xiaoyi Dong, Yuanjun Xiong, Dahua Lin, Jiaqi Wang

ECCV 2024 Adversarial Prompt Tuning for Vision-Language Models Jiaming Zhang, Xingjun Ma, Xin Wang, Lingyu Qiu, Jiaqi Wang, Yu-Gang Jiang, Jitao Sang

CVPR 2024 Alpha-CLIP: A CLIP Model Focusing on Wherever You Want Zeyi Sun, Ye Fang, Tong Wu, Pan Zhang, Yuhang Zang, Shu Kong, Yuanjun Xiong, Dahua Lin, Jiaqi Wang

NeurIPS 2024 Are We on the Right Way for Evaluating Large Vision-Language Models? Lin Chen, Jinsong Li, Xiaoyi Dong, Pan Zhang, Yuhang Zang, Zehui Chen, Haodong Duan, Jiaqi Wang, Yu Qiao, Dahua Lin, Feng Zhao

ICML 2024 Bridging Model Heterogeneity in Federated Learning via Uncertainty-Based Asymmetrical Reciprocity Learning Jiaqi Wang, Chenxu Zhao, Lingjuan Lyu, Quanzeng You, Mengdi Huai, Fenglong Ma

NeurIPS 2024 CRAG - Comprehensive RAG Benchmark Xiao Yang, Kai Sun, Hao Xin, Yushi Sun, Nikita Bhalla, Xiangsen Chen, Sajal Choudhary, Rongze Daniel Gui, Ziran Will Jiang, Ziyu Jiang, Lingkun Kong, Brian Moran, Jiaqi Wang, Yifan Ethan Xu, An Yan, Chenyu Yang, Eting Yuan, Hanwen Zha, Nan Tang, Lei Chen, Nicolas Scheffer, Yue Liu, Nirav Shah, Rakesh Wanga, Anuj Kumar, Wen-tau Yih, Xin Luna Dong

ICML 2024 CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers Dachuan Shi, Chaofan Tao, Anyi Rao, Zhendong Yang, Chun Yuan, Jiaqi Wang

AAAI 2024 Enhancing Evolving Domain Generalization Through Dynamic Latent Representations Binghui Xie, Yongqiang Chen, Jiaqi Wang, Kaiwen Zhou, Bo Han, Wei Meng, James Cheng

NeurIPS 2024 FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection Jiaqi Wang, Xiaochen Wang, Lingjuan Lyu, Jinghui Chen, Fenglong Ma

NeurIPS 2024 FiVA: Fine-Grained Visual Attribute Dataset for Text-to-Image Diffusion Models Tong Wu, Yinghao Xu, Ryan Po, Mengchen Zhang, Guandao Yang, Jiaqi Wang, Ziwei Liu, Dahua Lin, Gordon Wetzstein

CVPR 2024 GPT4Point: A Unified Framework for Point-Language Understanding and Generation Zhangyang Qi, Ye Fang, Zeyi Sun, Xiaoyang Wu, Tong Wu, Jiaqi Wang, Dahua Lin, Hengshuang Zhao

NeurIPS 2024 InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4k HD Xiaoyi Dong, Pan Zhang, Yuhang Zang, Yuhang Cao, Bin Wang, Linke Ouyang, Songyang Zhang, Haodong Duan, Wenwei Zhang, Yining Li, Hang Yan, Yang Gao, Zhe Chen, Xinyue Zhang, Wei Li, Jingwen Li, Wenhai Wang, Kai Chen, Conghui He, Xingcheng Zhang, Jifeng Dai, Yu Qiao, Dahua Lin, Jiaqi Wang

ECML-PKDD 2024 Leveraging Foundation Models for Multi-Modal Federated Learning with Incomplete Modality Liwei Che, Jiaqi Wang, Xinyue Liu, Fenglong Ma

ECCV 2024 Long-CLIP: Unlocking the Long-Text Capability of CLIP Beichen Zhang, Pan Zhang, Xiaoyi Dong, Yuhang Zang, Jiaqi Wang

ECCV 2024 MMBENCH: Is Your Multi-Modal Model an All-Around Player? Yuan Liu, Haodong Duan, Yuanhan Zhang, Bo Li, Songyang Zhang, Wangbo Zhao, Yike Yuan, Jiaqi Wang, Conghui He, Ziwei Liu, Kai Chen, Dahua Lin

NeurIPS 2024 MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMs Ziyu Liu, Tao Chu, Yuhang Zang, Xilin Wei, Xiaoyi Dong, Pan Zhang, Zijian Liang, Yuanjun Xiong, Yu Qiao, Dahua Lin, Jiaqi Wang

NeurIPS 2024 MMLONGBENCH-DOC: Benchmarking Long-Context Document Understanding with Visualizations Yubo Ma, Yuhang Zang, Liangyu Chen, Meiqi Chen, Yizhu Jiao, Xinze Li, Xinyuan Lu, Ziyu Liu, Yan Ma, Xiaoyi Dong, Pan Zhang, Liangming Pan, Yu-Gang Jiang, Jiaqi Wang, Yixin Cao, Aixin Sun

NeurIPS 2024 Make-It-Real: Unleashing Large Multimodal Model for Painting 3D Objects with Realistic Materials Ye Fang, Zeyi Sun, Tong Wu, Jiaqi Wang, Ziwei Liu, Gordon Wetzstein, Dahua Lin

CVPR 2024 OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation Qidong Huang, Xiaoyi Dong, Pan Zhang, Bin Wang, Conghui He, Jiaqi Wang, Dahua Lin, Weiming Zhang, Nenghai Yu

CVPR 2024 OneLLM: One Framework to Align All Modalities with Language Jiaming Han, Kaixiong Gong, Yiyuan Zhang, Jiaqi Wang, Kaipeng Zhang, Dahua Lin, Yu Qiao, Peng Gao, Xiangyu Yue

NeurIPS 2024 Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs Yuxuan Qiao, Haodong Duan, Xinyu Fang, Junming Yang, Lin Chen, Songyang Zhang, Jiaqi Wang, Dahua Lin, Kai Chen

IJCAI 2024 Recent Advances in Predictive Modeling with Electronic Health Records Jiaqi Wang, Junyu Luo, Muchao Ye, Xiaochen Wang, Yuan Zhong, Aofei Chang, Guanjie Huang, Ziyi Yin, Cao Xiao, Jimeng Sun, Fenglong Ma

ECCV 2024 ShareGPT4V: Improving Large Multi-Modal Models with Better Captions Lin Chen, Jinsong Li, Xiaoyi Dong, Pan Zhang, Conghui He, Jiaqi Wang, Feng Zhao, Dahua Lin

NeurIPS 2024 ShareGPT4Video: Improving Video Understanding and Generation with Better Captions Lin Chen, Xilin Wei, Jinsong Li, Xiaoyi Dong, Pan Zhang, Yuhang Zang, Zehui Chen, Haodong Duan, Bin Lin, Zhenyu Tang, Li Yuan, Yu Qiao, Dahua Lin, Feng Zhao, Jiaqi Wang

NeurIPS 2024 Streaming Long Video Understanding with Large Language Models Rui Qian, Xiaoyi Dong, Pan Zhang, Yuhang Zang, Shuangrui Ding, Dahua Lin, Jiaqi Wang

NeurIPS 2024 Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought Qiguang Chen, Libo Qin, Jiaqi Wang, Jinxuan Zhou, Wanxiang Che

AAAI 2024 VIGC: Visual Instruction Generation and Correction Bin Wang, Fan Wu, Xiao Han, Jiahui Peng, Huaping Zhong, Pan Zhang, Xiaoyi Dong, Weijia Li, Wei Li, Jiaqi Wang, Conghui He

AAAI 2024 VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-Trained Models Ziyi Yin, Muchao Ye, Tianrong Zhang, Jiaqi Wang, Han Liu, Jinghui Chen, Ting Wang, Fenglong Ma

NeurIPS 2024 pFedClub: Controllable Heterogeneous Model Aggregation for Personalized Federated Learning Jiaqi Wang, Qi Li, Lingjuan Lyu, Fenglong Ma

CVPR 2023 BUOL: A Bottom-up Framework with Occupancy-Aware Lifting for Panoptic 3D Scene Reconstruction from a Single Image Tao Chu, Pan Zhang, Qiong Liu, Jiaqi Wang

NeurIPSW 2023 Backdoor Threats from Compromised Foundation Models to Federated Learning Xi Li, Songhe Wang, Chen Wu, Hao Zhou, Jiaqi Wang

CVPR 2023 Dense Distinct Query for End-to-End Object Detection Shilong Zhang, Xinjiang Wang, Jiaqi Wang, Jiangmiao Pang, Chengqi Lyu, Wenwei Zhang, Ping Luo, Kai Chen

CVPR 2023 Multi-Level Logit Distillation Ying Jin, Jiaqi Wang, Dahua Lin

CVPR 2023 OmniObject3D: Large-Vocabulary 3D Object Dataset for Realistic Perception, Reconstruction and Generation Tong Wu, Jiarui Zhang, Xiao Fu, Yuxin Wang, Jiawei Ren, Liang Pan, Wayne Wu, Lei Yang, Jiaqi Wang, Chen Qian, Dahua Lin, Ziwei Liu

AAAI 2023 Self-Supervised Action Representation Learning from Partial Spatio-Temporal Skeleton Sequences Yujie Zhou, Haodong Duan, Anyi Rao, Bing Su, Jiaqi Wang

AAAI 2023 Semantics-Aware Dynamic Localization and Refinement for Referring Image Segmentation Zhao Yang, Jiaqi Wang, Yansong Tang, Kai Chen, Hengshuang Zhao, Philip H. S. Torr

NeurIPS 2023 Towards Personalized Federated Learning via Heterogeneous Model Reassembly Jiaqi Wang, Xingyi Yang, Suhan Cui, Liwei Che, Lingjuan Lyu, Dongkuan Xu, Fenglong Ma

ICML 2023 UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers Dachuan Shi, Chaofan Tao, Ying Jin, Zhendong Yang, Chun Yuan, Jiaqi Wang

ICCV 2023 V3Det: Vast Vocabulary Visual Detection Dataset Jiaqi Wang, Pan Zhang, Tao Chu, Yuhang Cao, Yujie Zhou, Tong Wu, Bin Wang, Conghui He, Dahua Lin

ICLR 2023 Voxurf: Voxel-Based Efficient and Accurate Neural Surface Reconstruction Tong Wu, Jiaqi Wang, Xingang Pan, Xudong Xu, Christian Theobalt, Ziwei Liu, Dahua Lin

AAAI 2022 Deep Amortized Relational Model with Group-Wise Hierarchical Generative Process Huafeng Liu, Tong Zhou, Jiaqi Wang

NeurIPS 2022 In Differential Privacy, There Is Truth: On Vote-Histogram Leakage in Ensemble Private Learning Jiaqi Wang, Roei Schuster, I Shumailov, David Lie, Nicolas Papernot

CVPR 2022 LAVT: Language-Aware Vision Transformer for Referring Image Segmentation Zhao Yang, Jiaqi Wang, Yansong Tang, Kai Chen, Hengshuang Zhao, Philip H.S. Torr

NeurIPS 2022 Semi-Supervised Semantic Segmentation via Gentle Teaching Assistant Ying Jin, Jiaqi Wang, Dahua Lin

ECML-PKDD 2022 Towards Federated COVID-19 Vaccine Side Effect Prediction Jiaqi Wang, Cheng Qian, Suhan Cui, Lucas Glass, Fenglong Ma

AAAI 2022 UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-Wise Perspective with Transformer Haonan Wang, Peng Cao, Jiaqi Wang, Osmar R. Zaïane

CVPR 2021 Cluster-Wise Hierarchical Generative Model for Deep Amortized Clustering Huafeng Liu, Jiaqi Wang, Liping Jing

NeurIPS 2021 Few-Shot Object Detection via Association and DIscrimination Yuhang Cao, Jiaqi Wang, Ying Jin, Tong Wu, Kai Chen, Ziwei Liu, Dahua Lin

JMLR 2021 Interpretable Deep Generative Recommendation Models Huafeng Liu, Liping Jing, Jingxuan Wen, Pengyu Xu, Jiaqi Wang, Jian Yu, Michael K. Ng

ICCV 2021 Interpretable Image Recognition by Constructing Transparent Embedding Space Jiaqi Wang, Huafeng Liu, Xinyue Wang, Liping Jing

CVPR 2021 Seesaw Loss for Long-Tailed Instance Segmentation Jiaqi Wang, Wenwei Zhang, Yuhang Zang, Yuhang Cao, Jiangmiao Pang, Tao Gong, Kai Chen, Ziwei Liu, Chen Change Loy, Dahua Lin

NeurIPS 2020 CodeCMR: Cross-Modal Retrieval for Function-Level Binary Source Code Matching Zeping Yu, Wenxin Zheng, Jiaqi Wang, Qiyi Tang, Sen Nie, Shi Wu

ECCV 2020 Side-Aware Boundary Localization for More Precise Object Detection Jiaqi Wang, Wenwei Zhang, Yuhang Cao, Kai Chen, Jiangmiao Pang, Tao Gong, Jianping Shi, Chen Change Loy, Dahua Lin