Ji, Wei

56 publications

ICCV 2025 A Simple yet Mighty Hartley Diffusion Versatilist for Generalizable Dense Vision Tasks Qi Bi, Jingjun Yi, Huimin Huang, Hao Zheng, Haolan Zhan, Wei Ji, Yawen Huang, Yuexiang Li, Yefeng Zheng

NeurIPS 2025 Counterfactual Evolution of Multimodal Datasets via Visual Programming Minghe Gao, Zhongqi Yue, Wenjie Yan, Yihao Hu, Wei Ji, Siliang Tang, Jun Xiao, Tat-Seng Chua, Yueting Zhuang, Juncheng Li

AAAI 2025 DGFamba: Learning Flow Factorized State Space for Visual Domain Generalization Qi Bi, Jingjun Yi, Hao Zheng, Haolan Zhan, Wei Ji, Yawen Huang, Yuexiang Li

CVPR 2025 DefMamba: Deformable Visual State Space Model Leiye Liu, Miao Zhang, Jihao Yin, Tingwei Liu, Wei Ji, Yongri Piao, Huchuan Lu

NeurIPS 2025 Degradation-Aware Dynamic Schrödinger Bridge for Unpaired Image Restoration Jingjun Yi, Qi Bi, Hao Zheng, Huimin Huang, Yixian Shen, Haolan Zhan, Wei Ji, Yawen Huang, Yuexiang Li, Xian Wu, Yefeng Zheng

ICCV 2025 Discretized Gaussian Representation for Tomographic Reconstruction Shaokai Wu, Yuxiang Lu, Yapan Guo, Wei Ji, Suizhi Huang, Fengyu Yang, Shalayiding Sirejiding, Qichen He, Jing Tong, Yanbiao Ji, Yue Ding, Hongtao Lu

NeurIPS 2025 EvolvedGRPO: Unlocking Reasoning in LVLMs via Progressive Instruction Evolution Zhebei Shen, Qifan Yu, Juncheng Li, Wei Ji, Qizhi Chen, Siliang Tang, Yueting Zhuang

AAAI 2025 Few-Shot Incremental Learning via Foreground Aggregation and Knowledge Transfer for Audio-Visual Semantic Segmentation Jingqiao Xiu, Mengze Li, Zongxin Yang, Wei Ji, Yifang Yin, Roger Zimmermann

ICLR 2025 Generalized Video Moment Retrieval You Qin, Qilong Wu, Yicong Li, Wei Ji, Li Li, Pengcheng Cai, Lina Wei, Roger Zimmermann

AAAI 2025 Learning Fine-Grained Domain Generalization via Hyperbolic State Space Hallucination Qi Bi, Jingjun Yi, Haolan Zhan, Wei Ji, Gui-Song Xia

NeurIPS 2025 MVU-Eval: Towards Multi-Video Understanding Evaluation for Multimodal LLMs Tianhao Peng, Haochen Wang, Yuanxing Zhang, Zekun Moore Wang, Zili Wang, Ge Zhang, Jian Yang, Shihao Li, Yanghai Wang, Xintao Wang, Houyi Li, Wei Ji, Pengfei Wan, Wenhao Huang, Zhaoxiang Zhang, Jiaheng Liu

NeurIPS 2025 On Efficiency-Effectiveness Trade-Off of Diffusion-Based Recommenders Wenyu Mao, Jiancan Wu, Guoqing Hu, Zhengyi Yang, Wei Ji, Xiang Wang

ICCV 2025 SEGA: A Stepwise Evolution Paradigm for Content-Aware Layout Generation with Design Prior Haoran Wang, Bo Zhao, Jinghui Wang, Hanzhang Wang, Huan Yang, Wei Ji, Hao Liu, Xinyan Xiao

ICML 2025 SpikeVideoFormer: An Efficient Spike-Driven Video Transformer with Hamming Attention and $\mathcal{O}(T)$ Complexity Shihao Zou, Qingfeng Li, Wei Ji, Jingjing Li, Yongkui Yang, Guoqi Li, Chao Dong

NeurIPS 2025 VimoRAG: Video-Based Retrieval-Augmented 3D Motion Generation for Motion Language Models Haidong Xu, Guangwei Xu, Zhedong Zheng, Xiatian Zhu, Wei Ji, Xiangtai Li, Ruijie Guo, Meishan Zhang, Min Zhang, Hao Fei

ICML 2025 What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensional Benchmark for Essential Virtual Agent Capabilities Wendong Bu, Yang Wu, Qifan Yu, Minghe Gao, Bingchen Miao, Zhenkui Zhang, Kaihang Pan, Yunfei Li, Mengze Li, Wei Ji, Juncheng Li, Siliang Tang, Yueting Zhuang

ICLR 2024 Composed Image Retrieval with Text Feedback via Multi-Grained Uncertainty Regularization Yiyang Chen, Zhedong Zheng, Wei Ji, Leigang Qu, Tat-Seng Chua

CVPR 2024 Dysen-VDM: Empowering Dynamics-Aware Text-to-Video Diffusion with LLMs Hao Fei, Shengqiong Wu, Wei Ji, Hanwang Zhang, Tat-Seng Chua

ICLR 2024 Fine-Tuning Multimodal LLMs to Follow Zero-Shot Demonstrative Instructions Juncheng Li, Kaihang Pan, Zhiqi Ge, Minghe Gao, Wei Ji, Wenqiao Zhang, Tat-Seng Chua, Siliang Tang, Hanwang Zhang, Yueting Zhuang

NeurIPS 2024 Learning Frequency-Adapted Vision Foundation Model for Domain Generalized Semantic Segmentation Qi Bi, Jingjun Yi, Hao Zheng, Haolan Zhan, Yawen Huang, Wei Ji, Yuexiang Li, Yefeng Zheng

AAAI 2024 Learning Generalized Medical Image Segmentation from Decoupled Feature Queries Qi Bi, Jingjun Yi, Hao Zheng, Wei Ji, Yawen Huang, Yuexiang Li, Yefeng Zheng

AAAI 2024 MedSegDiff-V2: Diffusion-Based Medical Image Segmentation with Transformer Junde Wu, Wei Ji, Huazhu Fu, Min Xu, Yueming Jin, Yanwu Xu

ICML 2024 NExT-Chat: An LMM for Chat, Detection and Segmentation Ao Zhang, Yuan Yao, Wei Ji, Zhiyuan Liu, Tat-Seng Chua

ICML 2024 NExT-GPT: Any-to-Any Multimodal LLM Shengqiong Wu, Hao Fei, Leigang Qu, Wei Ji, Tat-Seng Chua

AAAI 2024 Panoptic Scene Graph Generation with Semantics-Prototype Learning Li Li, Wei Ji, Yiming Wu, Mengze Li, You Qin, Lina Wei, Roger Zimmermann

NeurIPS 2024 Samba: Severity-Aware Recurrent Modeling for Cross-Domain Medical Image Grading Qi Bi, Jingjun Yi, Hao Zheng, Wei Ji, Haolan Zhan, Yawen Huang, Yuexiang Li, Yefeng Zheng

ICML 2024 Spider: A Unified Framework for Context-Dependent Concept Segmentation Xiaoqi Zhao, Youwei Pang, Wei Ji, Baicheng Sheng, Jiaming Zuo, Lihe Zhang, Huchuan Lu

ECCV 2024 Towards Natural Language-Guided Drones: GeoText-1652 Benchmark with Spatial Relation Matching Meng Chu, Zhedong Zheng, Wei Ji, Tingyu Wang, Tat-Seng Chua

ICLR 2024 Towards Robust Multi-Modal Reasoning via Model Selection Xiangyan Liu, Rongxue Li, Wei Ji, Tao Lin

NeurIPS 2024 Unleashing Multispectral Video's Potential in Semantic Segmentation: A Semi-Supervised Viewpoint and New UAV-View Benchmark Wei Ji, Jingjing Li, Wenbo Li, Yilin Shen, Li Cheng, Hongxia Jin

ICML 2024 Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition Hao Fei, Shengqiong Wu, Wei Ji, Hanwang Zhang, Meishan Zhang, Mong-Li Lee, Wynne Hsu

ICCV 2023 Animal3D: A Comprehensive Dataset of 3D Animal Pose and Shape Jiacong Xu, Yi Zhang, Jiawei Peng, Wufei Ma, Artur Jesslen, Pengliang Ji, Qixin Hu, Jiehua Zhang, Qihao Liu, Jiahao Wang, Wei Ji, Chen Wang, Xiaoding Yuan, Prakhar Kaushik, Guofeng Zhang, Jie Liu, Yushan Xie, Yawen Cui, Alan Yuille, Adam Kortylewski

CVPR 2023 Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-Based Active Learning Wei Ji, Renjie Liang, Zhedong Zheng, Wenqiao Zhang, Shengyu Zhang, Juncheng Li, Mengze Li, Tat-seng Chua

NeurIPS 2023 DVSOD: RGB-D Video Salient Object Detection Jingjing Li, Wei Ji, Size Wang, Wenbo Li, Li Cheng

AAAI 2023 FakeSV: A Multimodal Benchmark with Rich Social Context for Fake News Detection on Short Video Platforms Peng Qi, Yuyan Bu, Juan Cao, Wei Ji, Ruihao Shui, Junbin Xiao, Danding Wang, Tat-Seng Chua

ICCV 2023 Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models Juncheng Li, Minghe Gao, Longhui Wei, Siliang Tang, Wenqiao Zhang, Mengze Li, Wei Ji, Qi Tian, Tat-Seng Chua, Yueting Zhuang

CVPR 2023 Multispectral Video Semantic Segmentation: A Benchmark Dataset and Baseline Wei Ji, Jingjing Li, Cheng Bian, Zongwei Zhou, Jiaying Zhao, Alan L. Yuille, Li Cheng

NeurIPS 2023 VPGTrans: Transfer Visual Prompt Generator Across LLMs Ao Zhang, Hao Fei, Yuan Yao, Wei Ji, Li Li, Zhiyuan Liu, Tat-Seng Chua

AAAI 2023 Video-Audio Domain Generalization via Confounder Disentanglement Shengyu Zhang, Xusheng Feng, Wenyan Fan, Wenjing Fang, Fuli Feng, Wei Ji, Shuo Li, Li Wang, Shanshan Zhao, Zhou Zhao, Tat-Seng Chua, Fei Wu

ICCV 2023 Visually-Prompted Language Model for Fine-Grained Scene Graph Generation in an Open World Qifan Yu, Juncheng Li, Yu Wu, Siliang Tang, Wei Ji, Yueting Zhuang

CVPR 2023 WINNER: Weakly-Supervised hIerarchical decompositioN and aligNment for Spatio-tEmporal Video gRounding Mengze Li, Han Wang, Wenqiao Zhang, Jiaxu Miao, Zhou Zhao, Shengyu Zhang, Wei Ji, Fei Wu

AAAI 2022 Content-Variant Reference Image Quality Assessment via Knowledge Distillation Guanghao Yin, Wei Wang, Zehuan Yuan, Chuchu Han, Wei Ji, Shouqian Sun, Changhu Wang

CVPR 2022 Exploring Denoised Cross-Video Contrast for Weakly-Supervised Temporal Action Localization Jingjing Li, Tianyu Yang, Wei Ji, Jue Wang, Li Cheng

ECCV 2022 Fine-Grained Scene Graph Generation with Data Transfer Ao Zhang, Yuan Yao, Qianyu Chen, Wei Ji, Zhiyuan Liu, Maosong Sun, Tat-Seng Chua

CVPR 2022 Generating Diverse and Natural 3D Human Motions from Text Chuan Guo, Shihao Zou, Xinxin Zuo, Sen Wang, Wei Ji, Xingyu Li, Li Cheng

CVPR 2022 Invariant Grounding for Video Question Answering Yicong Li, Xiang Wang, Junbin Xiao, Wei Ji, Tat-Seng Chua

ICLR 2022 Promoting Saliency from Depth: Deep Unsupervised RGB-D Saliency Detection Wei Ji, Jingjing Li, Qi Bi, Chuan Guo, Jie Liu, Li Cheng

AAAI 2022 Rethinking the Two-Stage Framework for Grounded Situation Recognition Meng Wei, Long Chen, Wei Ji, Xiaoyu Yue, Tat-Seng Chua

AAAI 2022 Video as Conditional Graph Hierarchy for Multi-Granular Question Answering Junbin Xiao, Angela Yao, Zhiyuan Liu, Yicong Li, Wei Ji, Tat-Seng Chua

AAAI 2021 Boundary Proposal Network for Two-Stage Natural Language Video Localization Shaoning Xiao, Long Chen, Songyang Zhang, Wei Ji, Jian Shao, Lu Ye, Jun Xiao

CVPR 2021 Calibrated RGB-D Salient Object Detection Wei Ji, Jingjing Li, Shuang Yu, Miao Zhang, Yongri Piao, Shunyu Yao, Qi Bi, Kai Ma, Yefeng Zheng, Huchuan Lu, Li Cheng

ICCV 2021 Dynamic Context-Sensitive Filtering Network for Video Salient Object Detection Miao Zhang, Jie Liu, Yifei Wang, Yongri Piao, Shunyu Yao, Wei Ji, Jingjing Li, Huchuan Lu, Zhongxuan Luo

NeurIPS 2021 Joint Semantic Mining for Weakly Supervised RGB-D Salient Object Detection Jingjing Li, Wei Ji, Qi Bi, Cheng Yan, Miao Zhang, Yongri Piao, Huchuan Lu, Li Cheng

CVPR 2021 Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement Modeling Wei Ji, Shuang Yu, Junde Wu, Kai Ma, Cheng Bian, Qi Bi, Jingjing Li, Hanruo Liu, Li Cheng, Yefeng Zheng

ECCV 2020 Accurate RGB-D Salient Object Detection via Collaborative Learning Wei Ji, Jingjing Li, Miao Zhang, Yongri Piao, Huchuan Lu

IJCAI 2018 Semantic Locality-Aware Deformable Network for Clothing Segmentation Wei Ji, Xi Li, Yueting Zhuang, Omar El Farouk Bourahla, Yixin Ji, Shihao Li, Jiabao Cui