Journal Papers
- Ziyi Wang, Yanbo Wang, Xumin Yu, Zheng Zhu, Jie Zhou and Jiwen Lu, XMask3D++: Cross-modal Mask Reasoning for Open Vocabulary 3D Segmentation, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2026.
- Xumin Yu, Zuyan Liu, Yanbo Wang, Jie Zhou, and Jiwen Lu, ProtoComp++: Diverse Point Cloud Completion with Controllable Prototype, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2026.
- Zuyan Liu, Yongming Rao, Wenliang Zhao, Jie Zhou, and Jiwen Lu, Efficient High-Order Spatial Interactions for Visual Perception, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2026.
- Wenliang Zhao, Minglei Shi, Xumin Yu, Zengyi Qin, Jie Zhou, and Jiwen Lu, FlowTurbo: Accelerating Flow-based Image Generation Models via Multi-stage Refinement, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2026.
- Borui Zhang, Qihang Rao, Jie Zhou, and Jiwen Lu, Alignment-Invertibility Regularization for Explainable Neural Networks, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2026.
- Shiyi Zhang, Yansong Tang, Tianrui Zhu, Sule Bai, Guangyi Chen, Lei Chen, Junle Wang, and Jiwen Lu, Narrative Action Evaluation with Contrastive Text Generation, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2026.
- Zixiang Ai, Zhenyu Cui, Yufei Guo, Wenwen Qiang, Lei Chen, Jiwen Lu and Jiahuan Zhou, GAPrompt++: Multi-Granular Geometry-Aware Point Cloud Prompt for 3D Vision Model, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2026.
- Yuan Zhang, Junpeng Ma, Qizhe Zhang, Chun-Kai Fan, Wenzhao Zheng, Kuan Cheng, Jiwen Lu, and Shanghang Zhang, SparseVLM+: Visual Token Sparsification With Improved Text-Visual Attention Pattern, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2026.
- Yuan Zhang, Tao Huang, Gaole Dai, Jiaming Liu, Wenzhao Zheng, Jiwen Lu, and Shanghang Zhang, FreeKD+: A Frequency Knowledge Distillation Framework for Dense Prediction, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2026.
- Yu Zheng, Yueqi Duan, Kangfu Zheng, Hongru Yan, Jiwen Lu, and Jie Zhou, OPONeRF: One-Point-One NeRF for Robust Neural Rendering, International Journal of Computer Vision, 2026.
- Xumin Yu, Zuyan Liu, Jie Zhou, and Jiwen Lu, Point2Seq: Quantized Serialization Encoding for Object Point Cloud Pretraining, International Journal of Computer Vision, 2026.
- Yueqi Duan, Fangfu Liu, Hanyang Wang, Muheng Li, Jiwen Lu, and Jie Zhou, High-Fidelity Implicit Text-to-Shape Generation with Voxelized Diffusion, International Journal of Computer Vision, 2026.
- Shuai Shen, Wanhua Li, Yunpeng Zhang, Weipeng Hu, Jiwen Lu, and Yap-Peng Tan. HP-Gaussian: Head Prior Guided Gaussian Splatting for Personalized Talking Head Synthesis from Few-Second Video, IEEE Transactions on Image Processing, 2026.
- Lening Wang, Wenzhao Zheng, Yilong Ren, Han Jiang, Zhiyong Cui, Haiyang Yu, and Jiwen Lu, Occsora: 4d occupancy generation models as world simulators for autonomous driving, IEEE Transactions on Image Processing, 2026.
- Shuofeng Sun, Jiwen Lu, and Haibin Yan, Test Time Adaptation with An Explicit Geometric Bridge for 3D Point Cloud Segmentation, IEEE Transactions on Image Processing, 2026.
- Jingyi Zhang, Menghan Zhou, Haonan Jiang, Yanzhe Jing, Yansong Tang, and Jiwen Lu, Decomposed Structural Pattern Banks for Efficient Screen Content Image Super-Resolution, IEEE Transactions on Image Processing, 2026.
- Haixu Song, Xiaoke Yang, Shengjun Zhang, Jiwen Lu, and Yueqi Duan, UniqueSplat: View-Conditioned 3D Gaussian Splatting for Generalizable 3D Reconstruction, IEEE Transactions on Image Processing, 2026.
- 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, 2026.
- Yu Zheng, Hongru Yan, Yueqi Duan, and Jiwen Lu. ShadowNeRF: Learning Neural Radiance Field with Sight Degradation and Recovery, IEEE Transactions on Multimedia, 2026.
- Fanye Kong, Hongyu Xia, Yu Zheng, Boyang Gong, Jie Zhou, and Jiwen Lu, IBRSteG: Learning a Generalizable Steganography Framework for 3D Gaussian Splatting, IEEE Transactions on Multimedia, 2026.
- Xiaoyong Han, Wenzhao Zheng, Yuanhui Huang, Sicheng Zuo, Dong Zhuo, and Jiwen Lu, OccDet: Occupancy as the Interface for Generalizable 3D Object Detection, IEEE Transactions on Multimedia, 2026.
- Yu Zheng, Zhuoxun Li, Bingyao Yu, Jie Zhou, and Jiwen Lu, AdaParse: Personalized Fingerprinting for Visual Generative Model Reverse Engineering, IEEE Transactions on Information Forensics and Security, 2026.
- Jingyi Zhang, Haonan Jiang, Jiajun Dong, Shuai Shen, Yansong Tang, Lei Chen, and Jiwen Lu, Efficient Arbitrary-Scale Super-Resolution with Compact Gaussian Splatting, IEEE Transactions on Circuits and Systems for Video Technology, 2026.
- Deyi Zhu, Yuji Wang, Yong Liu, Yansong Tang, Bingyao Yu, Jiwen Lu, and Jie Zhou, Segment Anything with Motion, Geometry and Semantic Adaptation for Complex Visual Object Tracking, IEEE Transactions on Circuits and Systems for Video Technology, 2026.
- Zhan Liu, Ziwei Wang, Lei Chen, Jie Zhou, and Jiwen Lu, Bi-Handover: A Unified Vision-Based Paradigm for Reliable Bidirectional Human-Robot Object Handover, IEEE Transactions on Automation Science and Engineering, 2026.
- Zhan Liu, Ziwei Wang, Lei Chen, Jie Zhou, and Jiwen Lu, MSP-Grasp: Multiscale Perceptual Framework for 6-DoF Grasping in Cluttered Environments, IEEE Transactions on Industrial Informatics, 2026.
- Fanye Kong, Yu Zheng, Lei Chen, Jie Zhou, and Jiwen Lu, KeyMorph: Learning parameter-efficient network activation for deep steganography, Pattern Recognition, 2026.
- Yang Chen, Yueqi Duan, Haowen Sun, Ziwei Wang, Jiwen Lu, and Yap-Peng Tan, PointVDP: Learning view-dependent projection by fireworks rays for 3D point cloud segmentation, Pattern Recognition, 2026.
Conference Papers
- Dong Zhuo, Wenzhao Zheng, Sicheng Zuo, Yuanhui Huang, Siming Yan, Lu Hou, Jie Zhou, and Jiwen Lu, Doe-2: 3D Representation World Model for Unified Driving Scene Forecasting, ECCV, 2026.
- Xumin Yu, Zuyan Liu, Zhenyu Yang, Yuhao Dong, Shengsheng Qian, Jiwen Lu, Han Hu, and Yongming Rao, ViQ: Text-Aligned Visual Quantized Representations at Any Resolution, ECCV, 2026.
- Yanran Zhang, Ziyi Wang, Wenzhao Zheng, Zheng Zhu, Jie Zhou, and Jiwen Lu, Geometry-Aware Single-Image 4D Synthesis via Dense Trajectory Generation, ECCV, 2026.
- Yao Yong, Zhenyu Cui, Lei Chen, Jiwen Lu, and Jiahuan Zhou, DG-Force: Disentangling and Gathering Forensic Cues is Needed for Image Manipulation Localization, ECCV, 2026.
- Weijia Dou, Wenzhao Zheng, Weiliang Chen, Yu Zheng, Jie Zhou, and Jiwen Lu, Measuring 3D Spatial Geometric Consistency in Dynamic Video Generation, ECCV, 2026.
- Yifei Li, Wenzhao Zheng, Yanran Zhang, Runze Sun, Yu Zheng, Lei Chen, Jie Zhou, and Jiwen Lu, Skyra: AI-Generated Video Detection via Grounded Artifact Reasoning, CVPR, 2026.
- Yanran Zhang, Wenzhao Zheng, Yifei Li, Bingyao Yu, Yu Zheng, Lei Chen, Jiwen Lu, and Jie Zhou, UniGenDet: A Unified Generative-Discriminative Framework for Co-Evolutionary Image Generation and Generated Image Detection, CVPR, 2026.
- Sicheng Zuo, Zixun Xie, Wenzhao Zheng, Shaoqing Xu, Fang Li, Shengyin Jiang, Long Chen, Zhi-Xin Yang, and Jiwen Lu, DVGT: Visual Geometry Transformer for Autonomous Driving, CVPR, 2026.
- Borui Zhang, Bo Zhang, Bo Wang, Wenzhao Zheng, Yuhao Cheng, Liang Tang, Yiqiang Yan, Jie Zhou and Jiwen Lu, BAMI: Training-Free Bias Mitigation in GUI Grounding, CVPR, 2026.
- Wenxuan Guo, Xiuwei Xu, Yichen Liu, Xiangyu Li, Hang Yin, Huangxing Chen, Wenzhao Zheng, Jianjiang Feng, Jie Zhou, and Jiwen Lu, AwareVLN: Reasoning with Self-awareness for Vision-Language Navigation, CVPR, 2026.
- Minglei Shi, Haolin Wang, Wenzhao Zheng, Ziyang Yuan, Xiaoshi Wu, Xintao Wang, Pengfei Wan, Jie Zhou, and Jiwen Lu, Latent Diffusion Model without Variational Autoencoder, ICLR, 2026.
- Yixuan Zhu, Shilin Ma, Haolin Wang, Ao Li, Yanzhe Jing, Yansong Tang, Lei Chen, Jiwen Lu, and Jie Zhou, VARestorer: One-Step VAR Distillation for Real-World Image Super-Resolution, ICLR, 2026
- Yixuan Zhu, Jiaqi Feng, Wenzhao Zheng, Yuan Gao, Xin Tao, Pengfei Wan, Jie Zhou, and Jiwen Lu, Astra: General Interactive World Model with Autoregressive Denoising, ICLR, 2026.
- Dong Zhuo, Wenzhao Zheng, Jiahe Guo, Yuqi Wu, Jie Zhou, and Jiwen Lu, Streaming Visual Geometry Transformer, ICLR, 2026.
- Wenyang Luo, Haina Qin, Bing Li, Jiwen Lu, Xin Tao, Pengfei Wan and Kun Gai, Improving Autoregressive Video Modeling with History Understanding, ICLR, 2026.
- Ziyang Cheng, Haoyu Wei, Hang Yin, Xiuwei Xu, Bingyao Yu, Jie Zhou, and Jiwen Lu, CMP: Robust Whole-Body Tracking for Loco-Manipulation via Competence Manifold Projection, CoRL, 2026.
- Haoyu Wei, Xiuwei Xu, Ziyang Cheng, Hang Yin, Angyuan Ma, Bingyao Yu, Jie Zhou, and Jiwen Lu, F2F-AP: Flow-to-Future Asynchronous Policy for Real-time Dynamic Manipulation, CoRL, 2026.
- Yifei Li, Pengyiang Liu, Yuhang Zang, Zhongyue Shi, Qi Fu, Hongye Hao, and Jiwen Lu, OVO-S-Bench: A Hierarchical Benchmark for Streaming Spatial Intelligence in Multimodal LLMs, EMNLP, 2026.
- Runze Sun, Yu Zheng, Zexuan Xiong, Zhongjin Qu, Lei Chen, Jie Zhou, and Jiwen Lu, More Than Sum of Its Parts: Deciphering Intent Shifts in Multimodal Hate Speech Detection, ACL Findings, 2026.
