Journal Papers
- Yansong Tang, Aoyang Liu, Jinpeng Liu, Shiyi Zhang, Wenxun Dai, Jie Zhou, Xiu Li, and Jiwen Lu, FLAG3D++: A Benchmark for 3D Fitness Activity Comprehension with Language Instruction, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025.
- Jinglin Xu, Yongming Rao, Jie Zhou, and Jiwen Lu, Transferable Unintentional Action Localization with Language-guided Intention Translation, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025.
- Xianda Guo, Zheng Zhu, Tian Yang, Beibei Lin, Junjie Huang, Jiankang Deng,Guan Huang, Jie Zhou, and Jiwen Lu, Gait Recognition in the Wild: A Large-scale Benchmark and NAS-based Baseline, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025.
- Chubin Zhang, Juncheng Yan, Yi Wei, Jiaxin Li, Li Liu, Yansong Tang, Yueqi Duan, and Jiwen Lu, OccNeRF: Advancing 3D Occupancy Prediction in LiDAR-Free Environments, IEEE Transactions on Image Processing, 2025.
- Yueqi Duan, Haowen Sun, Juncheng Yan, Jiwen Lu, and Jie Zhou, Learning Cross-Attention Point Transformer With Global Porous Sampling, IEEE Transactions on Image Processing, 2024.
- Pei Lv, Junying Ren, Genwang Han, Jiwen Lu, and Mingliang Xu, Local Cross-Patch Activation From Multi-Direction for Weakly Supervised Object Localization, IEEE Transactions on Image Processing, 2025.
- Shuofeng Sun, Yongming Rao, Jiwen Lu, and Haibin Yan, PointMax: Self-Boosted Local Sampling for 3D Point Cloud Analysis, IEEE Transactions on Multimedia, 2025.
- Yang Chen, Yueqi Duan, Haowen Sun, Jiwen Lu, and Yap-Peng Tan, Ambiguity-aware Point Cloud Segmentation by Adaptive Margin Contrastive Learning, IEEE Transactions on Multimedia, 2025.
- Chengkun Wang, Wenzhao Zheng, Xian Sun, Jie Zhou, and Jiwen Lu, Probabilistic Deep Metric Learning for Hyperspectral Image Classification, Pattern Recognition, 2025.
- Hongyi Sun, Wanhua Li, Jiwen Lu, and Jie Zhou, Mask-Aware 3D Axial Transformer for Video Inpainting, Pattern Recognition, 2025.
Conference Papers
- Yu Zheng, Boyang Gong, Fanye Kong, Yueqi Duan, Bingyao Yu, Wenzhao Zheng, Lei Chen, Jiwen Lu, and Jie Zhou, Learning Counterfactually Decoupled Attention for Open-world Model Attribution, ICCV, 2025.
- Jiahui Wang, Zuyan Liu, Yongming Rao, and Jiwen Lu, SparseMM: Head Sparsity Emerges from Visual Concept Responses in MLLMs, ICCV, 2025.
- Yanran Zhang, Bingyao Yu, Yu Zheng, Wenzhao Zheng, Yueqi Duan, Lei Chen, Jie Zhou, and Jiwen Lu, D^3QE: Learning Discrete Distribution Discrepancy-aware Quantization Error for Autoregressive-Generated Image Detection, ICCV, 2025.
- Yuqi Wu, Wenzhao Zheng, Sicheng Zuo, Yuanhui Huang, Jie Zhou, and Jiwen Lu, EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding, ICCV, 2025.
- Wenxuan Guo, Xiuwei Xu, Hang Yin, Ziwei Wang, Jianjiang Feng, Jie Zhou, and Jiwen Lu, Incremental 3D Gaussian Localization for Image-goal Navigation, ICCV, 2025.
- Yuanhui Huang, Weiliang Chen, Wenzhao Zheng, Yueqi Duan, Jie Zhou, and Jiwen Lu, SpectralAR: Spectral Autoregressive Visual Generation, ICCV, 2025.
- Fang Zhang, Wenzhao Zheng, Linqing Zhao, Zelan Zhu, Jiwen Lu, and Xiuzhuang Zhou, PlaneRAS: Learning Planar Primitives for 3D Plane Recovery, ICCV, 2025.
- Ziyi Wang, Yanran Zhang, Jie Zhou, and Jiwen Lu, UniPre3D: Unified Pre-training of 3D Point Cloud Models with Cross-Modal Gaussian Splatting, CVPR, 2025.
- Hang Yin, Xiuwei Xu, Linqing Zhao, Ziwei Wang, Jie Zhou, and Jiwen Lu, UniGoal: Towards Universal Zero-shot Goal-oriented Navigation, CVPR, 2025.
- Yinan Liang, Ziwei Wang, Xiuwei Xu, Jie Zhou, and Jiwen Lu, EfficientLLaVA:Generalizable Auto-Pruning for Large Vision-language Models, CVPR, 2025.
- Wenxuan Guo, Xiuwei Xu, Ziwei Wang, Jianjiang Feng, Jie Zhou, and Jiwen Lu, Text-guided Sparse Voxel Pruning for Efficient 3D Visual Grounding, CVPR, 2025.
- Sicheng Zuo, Wenzhao Zheng, Yuanhui Huang, Jie Zhou, and Jiwen Lu, Gaussian World Model for Streaming 3D Occupancy Prediction, CVPR, 2025.
- Yuanhui Huang, Amonnut Thammatadatrakoon, Wenzhao Zheng, Yunpeng Zhang, Dalong Du, Jie Zhou, and Jiwen Lu, Probabilistic Gaussian Superposition for Efficient 3D Occupancy Prediction, CVPR, 2025.
- Xiuwei Xu, Huangxing Chen, Linqing Zhao, Ziwei Wang, Jie Zhou, and Jiwen Lu, EmbodiedSAM: Online Segment Any 3D Thing in Real Time, ICLR, 2025. (oral)
- Zuyan Liu, Yuhao Dong, Ziwei Liu, Winston Hu, Jiwen Lu, and Yongming Rao, Oryx MLLM: On-Demand Spatial-Temporal Understanding at Arbitrary Resolution, ICLR, 2025.
- Yixuan Zhu, Haolin Wang, Ao Li, Wenliang Zhao, Yansong Tang, Jingxuan Niu, Lei Chen, Jie Zhou, and Jiwen Lu, InstaRevive: One-Step Image Enhancement via Dynamic Score Matching, ICLR, 2025.
- Guanxing Lu, Ziwei Wang, Changliu Liu, Jiwen Lu, and Yansong Tang, ThinkBot: Embodied Instruction Following with Thought Chain Reasoning, ICLR, 2025.
- Jianqiao Cui, Bingyao Yu, Qihao Wang, Fei Meng, and Jiwen Lu, WhiADD: Semantic-Acoustic Fusion for Robust Audio Deepfake Detection, ACMMM 2025.
