Ji, Jiayi

34 publications

ICLR 2025 $\gamma-$MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models Yaxin Luo, Gen Luo, Jiayi Ji, Yiyi Zhou, Xiaoshuai Sun, Zhiqiang Shen, Rongrong Ji

CVPR 2025 ACL: Activating Capability of Linear Attention for Image Restoration Yubin Gu, Yuan Meng, Jiayi Ji, Xiaoshuai Sun

ICCV 2025 AIGI-Holmes: Towards Explainable and Generalizable AI-Generated Image Detection via Multimodal Large Language Models Ziyin Zhou, Yunpeng Luo, Yuanchen Wu, Ke Sun, Jiayi Ji, Ke Yan, Shouhong Ding, Xiaoshuai Sun, Yunsheng Wu, Rongrong Ji

CVPR 2025 DViN: Dynamic Visual Routing Network for Weakly Supervised Referring Expression Comprehension Xiaofu Chen, Yaxin Luo, Gen Luo, Jiayi Ji, Henghui Ding, Yiyi Zhou

NeurIPS 2025 GSAlign: Geometric and Semantic Alignment Network for Aerial-Ground Person Re-Identification Qiao Li, Jie Li, Yukang Zhang, Lei Tan, Jing Chen, Jiayi Ji

AAAI 2025 IPDN: Image-Enhanced Prompt Decoding Network for 3D Referring Expression Segmentation Qi Chen, Changli Wu, Jiayi Ji, Yiwei Ma, Danni Yang, Xiaoshuai Sun

ICCV 2025 Inter2Former: Dynamic Hybrid Attention for Efficient High-Precision Interactive Segmentation You Huang, Lichao Chen, Jiayi Ji, Liujuan Cao, Shengchuan Zhang, Rongrong Ji

NeurIPS 2025 JavisGPT: A Unified Multi-Modal LLM for Sounding-Video Comprehension and Generation Kai Liu, Jungang Li, Yuchong Sun, Shengqiong Wu, Jianzhang Gao, Daoan Zhang, Wei Zhang, Sheng Jin, Sicheng Yu, Geng Zhan, Jiayi Ji, Fan Zhou, Liang Zheng, Shuicheng Yan, Hao Fei, Tat-Seng Chua

NeurIPS 2025 MDReID: Modality-Decoupled Learning for Any-to-Any Multi-Modal Object Re-Identification Yingying Feng, Jie Li, Jie Hu, Yukang Zhang, Lei Tan, Jiayi Ji

ICML 2025 Multi-Modal Object Re-Identification via Sparse Mixture-of-Experts Yingying Feng, Jie Li, Chi Xie, Lei Tan, Jiayi Ji

CVPR 2025 Towards General Visual-Linguistic Face Forgery Detection Ke Sun, Shen Chen, Taiping Yao, Ziyin Zhou, Jiayi Ji, Xiaoshuai Sun, Chia-Wen Lin, Rongrong Ji

ICLR 2025 Towards Semantic Equivalence of Tokenization in Multimodal LLM Shengqiong Wu, Hao Fei, Xiangtai Li, Jiayi Ji, Hanwang Zhang, Tat-Seng Chua, Shuicheng Yan

NeurIPS 2025 Video-RAG: Visually-Aligned Retrieval-Augmented Long Video Comprehension Yongdong Luo, Xiawu Zheng, Guilin Li, Shukang Yin, Haojia Lin, Chaoyou Fu, Jinfa Huang, Jiayi Ji, Fei Chao, Jiebo Luo, Rongrong Ji

AAAI 2024 3D-STMN: Dependency-Driven Superpoint-Text Matching Network for End-to-End 3D Referring Expression Segmentation Changli Wu, Yiwei Ma, Qi Chen, Haowei Wang, Gen Luo, Jiayi Ji, Xiaoshuai Sun

ECCV 2024 APL: Anchor-Based Prompt Learning for One-Stage Weakly Supervised Referring Expression Comprehension Yaxin Luo, Jiayi Ji, Xiaofu Chen, Yuxin Zhang, Tianhe Ren, Gen Luo

NeurIPS 2024 ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models Mingrui Wu, Xinyue Cai, Jiayi Ji, Jiale Li, Oucheng Huang, Gen Luo, Hao Fei, Guannan Jiang, Xiaoshuai Sun, Rongrong Ji

ICML 2024 Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models Mingrui Wu, Jiayi Ji, Oucheng Huang, Jiale Li, Yuhang Wu, Xiaoshuai Sun, Rongrong Ji

ECCV 2024 Exploring Phrase-Level Grounding with Text-to-Image Diffusion Model Danni Yang, Ruohan Dong, Jiayi Ji, Yiwei Ma, Haowei Wang, Xiaoshuai Sun, Rongrong Ji

NeurIPS 2024 I2EBench: A Comprehensive Benchmark for Instruction-Based Image Editing Yiwei Ma, Jiayi Ji, Ke Ye, Weihuang Lin, Zhibin Wang, Yonghan Zheng, Qiang Zhou, Xiaoshuai Sun, Rongrong Ji

AAAI 2024 Improving Panoptic Narrative Grounding by Harnessing Semantic Relationships and Visual Confirmation Tianyu Guo, Haowei Wang, Yiwei Ma, Jiayi Ji, Xiaoshuai Sun

ECCV 2024 Multi-Branch Collaborative Learning Network for 3D Visual Grounding Zhipeng Qian, Yiwei Ma, Zhekai Lin, Jiayi Ji, Xiawu Zheng, Xiaoshuai Sun, Rongrong Ji

NeurIPS 2024 RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation Changli Wu, Qi Chen, Jiayi Ji, Haowei Wang, Yiwei Ma, You Huang, Gen Luo, Hao Fei, Xiaoshuai Sun, Rongrong Ji

CVPR 2024 Rotated Multi-Scale Interaction Network for Referring Remote Sensing Image Segmentation Sihan Liu, Yiwei Ma, Xiaoqing Zhang, Haowei Wang, Jiayi Ji, Xiaoshuai Sun, Rongrong Ji

ICML 2024 SAM as the Guide: Mastering Pseudo-Label Refinement in Semi-Supervised Referring Expression Segmentation Danni Yang, Jiayi Ji, Yiwei Ma, Tianyu Guo, Haowei Wang, Xiaoshuai Sun, Rongrong Ji

NeurIPS 2024 Synergistic Dual Spatial-Aware Generation of Image-to-Text and Text-to-Image Yu Zhao, Hao Fei, Xiangtai Li, Libo Qin, Jiayi Ji, Hongyuan Zhu, Meishan Zhang, Min Zhang, Jianguo Wei

AAAI 2024 Toward Open-Set Human Object Interaction Detection Mingrui Wu, Yuqi Liu, Jiayi Ji, Xiaoshuai Sun, Rongrong Ji

ICML 2024 X-Oscar: A Progressive Framework for High-Quality Text-Guided 3D Animatable Avatar Generation Yiwei Ma, Zhekai Lin, Jiayi Ji, Yijun Fan, Xiaoshuai Sun, Rongrong Ji

AAAI 2024 X-RefSeg3D: Enhancing Referring 3D Instance Segmentation via Structured Cross-Modal Graph Neural Networks Zhipeng Qian, Yiwei Ma, Jiayi Ji, Xiaoshuai Sun

AAAI 2023 Towards Real-Time Panoptic Narrative Grounding by an End-to-End Grounding Network Haowei Wang, Jiayi Ji, Yiyi Zhou, Yongjian Wu, Xiaoshuai Sun

ICCV 2023 X-Mesh: Towards Fast and Accurate Text-Driven 3D Stylization via Dynamic Textual Guidance Yiwei Ma, Xiaoqing Zhang, Xiaoshuai Sun, Jiayi Ji, Haowei Wang, Guannan Jiang, Weilin Zhuang, Rongrong Ji

AAAI 2021 Dual-Level Collaborative Transformer for Image Captioning Yunpeng Luo, Jiayi Ji, Xiaoshuai Sun, Liujuan Cao, Yongjian Wu, Feiyue Huang, Chia-Wen Lin, Rongrong Ji

AAAI 2021 Improving Image Captioning by Leveraging Intra- and Inter-Layer Global Representation in Transformer Network Jiayi Ji, Yunpeng Luo, Xiaoshuai Sun, Fuhai Chen, Gen Luo, Yongjian Wu, Yue Gao, Rongrong Ji

CVPR 2021 RSTNet: Captioning with Adaptive Attention on Visual and Non-Visual Words Xuying Zhang, Xiaoshuai Sun, Yunpeng Luo, Jiayi Ji, Yiyi Zhou, Yongjian Wu, Feiyue Huang, Rongrong Ji

NeurIPS 2019 Variational Structured Semantic Inference for Diverse Image Captioning Fuhai Chen, Rongrong Ji, Jiayi Ji, Xiaoshuai Sun, Baochang Zhang, Xuri Ge, Yongjian Wu, Feiyue Huang, Yan Wang