Li, Wentong

22 publications

ICLR 2026 Point2RBox-V3: Self-Bootstrapping from Point Annotations via Integrated Pseudo-Label Refinement and Utilization Teng Zhang, Ziqian Fan, Mingxin Liu, Xin Zhang, Xudong Lu, Wentong Li, Yue Zhou, Yi Yu, Xiang Li, Junchi Yan, Xue Yang

ICLR 2026 VisionTrim: Unified Vision Token Compression for Training-Free MLLM Acceleration Hanxun Yu, Wentong Li, Xuan Qu, Song Wang, Junbo Chen, Jianke Zhu

NeurIPS 2025 EOC-Bench: Can MLLMs Identify, Recall, and Forecast Objects in an Egocentric World? Yuqian Yuan, Ronghao Dang, Long Li, Wentong Li, Dian Jiao, Xin Li, Deli Zhao, Fan Wang, Wenqiao Zhang, Jun Xiao, Yueting Zhuang

CVPR 2025 Inst3D-LMM: Instance-Aware 3D Scene Understanding with Multi-Modal Instruction Tuning Hanxun Yu, Wentong Li, Song Wang, Junbo Chen, Jianke Zhu

NeurIPS 2025 MUVR: A Multi-Modal Untrimmed Video Retrieval Benchmark with Multi-Level Visual Correspondence Yue Feng, Jinwei Hu, Qijia Lu, Jiawei Niu, Li Tan, Shuo Yuan, Ziyi Yan, Yizhen Jia, Qingzhi He, Shiping Ge, Ethan Q. Chen, Wentong Li, Limin Wang, Jie Qin

ICCV 2025 OrderChain: Towards General Instruct-Tuning for Stimulating the Ordinal Understanding Ability of MLLM Jinhong Wang, Shuo Tong, Jian Liu, Dongqi Tang, Weiqiang Wang, Wentong Li, Hongxia Xu, Danny Z. Chen, Jintai Chen, Jian Wu

CVPR 2025 PointLoRA: Low-Rank Adaptation with Token Selection for Point Cloud Learning Song Wang, Xiaolu Liu, Lingdong Kong, Jianyun Xu, Chunyong Hu, Gongfan Fang, Wentong Li, Jianke Zhu, Xinchao Wang

IJCAI 2025 Reliable and Calibrated Semantic Occupancy Prediction by Hybrid Uncertainty Learning Song Wang, Zhongdao Wang, Jiawei Yu, Wentong Li, Bailan Feng, Junbo Chen, Jianke Zhu

CVPR 2025 Scalable Autoregressive Monocular Depth Estimation Jinhong Wang, Jian Liu, Dongqi Tang, Weiqiang Wang, Wentong Li, Danny Chen, Jintai Chen, Jian Wu

CVPR 2025 Uncertainty-Instructed Structure Injection for Generalizable HD mAP Construction Xiaolu Liu, Ruizi Yang, Song Wang, Wentong Li, Junbo Chen, Jianke Zhu

CVPR 2025 VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM Yuqian Yuan, Hang Zhang, Wentong Li, Zesen Cheng, Boqiang Zhang, Long Li, Xin Li, Deli Zhao, Wenqiao Zhang, Yueting Zhuang, Jianke Zhu, Lidong Bing

AAAI 2024 Fine-Grained Multi-View Hand Reconstruction Using Inverse Rendering Qijun Gan, Wentong Li, Jinwei Ren, Jianke Zhu

IJCAI 2024 Label-Efficient Semantic Scene Completion with Scribble Annotations Song Wang, Jiawei Yu, Wentong Li, Hao Shi, Kailun Yang, Junbo Chen, Jianke Zhu

CVPR 2024 MGMap: Mask-Guided Learning for Online Vectorized HD mAP Construction Xiaolu Liu, Song Wang, Wentong Li, Ruizi Yang, Junbo Chen, Jianke Zhu

CVPR 2024 Not All Voxels Are Equal: Hardness-Aware Semantic Scene Completion with Self-Distillation Song Wang, Jiawei Yu, Wentong Li, Wenyu Liu, Xiaolu Liu, Junbo Chen, Jianke Zhu

CVPR 2024 Osprey: Pixel Understanding with Visual Instruction Tuning Yuqian Yuan, Wentong Li, Jian Liu, Dongqi Tang, Xinjie Luo, Chi Qin, Lei Zhang, Jianke Zhu

ICLR 2023 H2RBox: Horizontal Box Annotation Is All You Need for Oriented Object Detection Xue Yang, Gefan Zhang, Wentong Li, Yue Zhou, Xuehui Wang, Junchi Yan

NeurIPS 2023 Label-Efficient Segmentation via Affinity Propagation Wentong Li, Yuqian Yuan, Song Wang, Wenyu Liu, Dongqi Tang, Jian Liu, Jianke Zhu, Lei Zhang

CVPR 2023 LiDAR2Map: In Defense of LiDAR-Based Semantic mAP Construction Using Online Camera Distillation Song Wang, Wentong Li, Wenyu Liu, Xiaolu Liu, Jianke Zhu

ICCV 2023 Point2Mask: Point-Supervised Panoptic Segmentation via Optimal Transport Wentong Li, Yuqian Yuan, Song Wang, Jianke Zhu, Jianshu Li, Jian Liu, Lei Zhang

ECCV 2022 Box-Supervised Instance Segmentation with Level Set Evolution Wentong Li, Wenyu Liu, Jianke Zhu, Miaomiao Cui, Xian-Sheng Hua, Lei Zhang

CVPR 2022 Oriented RepPoints for Aerial Object Detection Wentong Li, Yijie Chen, Kaixuan Hu, Jianke Zhu