Wentong Li

According to our database, Wentong Li authored at least 48 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

InstructSAM: Segment Any Instance with Any Instructions.

Yuqian Yuan, Wentong Li, Zhaocheng Li, Yutong Lin, Juncheng Li, Siliang Tang, Jun Xiao, Yueting Zhuang, Wenqiao Zhang

CoRR, May, 2026

LMMs Meet Object-Centric Vision: Understanding, Segmentation, Editing and Generation.

Yuqian Yuan, Wenqiao Zhang, Juekai Lin, Yu Zhong, Mingjian Gao, Binhe Yu, Yunqi Cao, Wentong Li, Yueting Zhuang, Beng Chin Ooi

CoRR, April, 2026

AgentVLN: Towards Agentic Vision-and-Language Navigation.

Zihao Xin, Wentong Li, Yixuan Jiang, Ziyuan Huang, Bin Wang, Piji Li, Jianke Zhu, Jie Qin, Shengjun Huang

CoRR, March, 2026

DecoVLN: Decoupling Observation, Reasoning, and Correction for Vision-and-Language Navigation.

Zihao Xin, Wentong Li, Yixuan Jiang, Bin Wang, Runmin Cong, Jie Qin, Shengjun Huang

CoRR, March, 2026

VisionTrim: Unified Vision Token Compression for Training-Free MLLM Acceleration.

Hanxun Yu, Wentong Li, Xuan Qu, Song Wang, Junbo Chen, Jianke Zhu

CoRR, January, 2026

Text-guided Controllable Diffusion for Realistic Camouflage Images Generation.

Yuhang Qian, Haiyan Chen, Wentong Li, Ningzhong Liu, Jie Qin

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Forging Spatial Intelligence: A Roadmap of Multi-Modal Data Pre-Training for Autonomous Systems.

Song Wang, Lingdong Kong, Xiaolu Liu, Hao Shi, Wentong Li, Jianke Zhu, Steven C. H. Hoi

CoRR, December, 2025

GA2-CLIP: Generic Attribute Anchor for Efficient Prompt Tuningin Video-Language Models.

Bin Wang, Ruotong Hu, Wenqian Wang, Wentong Li, Mingliang Gao, Runmin Cong, Wei Zhang

CoRR, November, 2025

TokenPacker: Efficient Visual Projector for Multimodal LLM.

Wentong Li, Yuqian Yuan, Jian Liu, Dongqi Tang, Song Wang, Jie Qin, Jianke Zhu, Lei Zhang

Int. J. Comput. Vis., October, 2025

PixelRefer: A Unified Framework for Spatio-Temporal Object Referring with Arbitrary Granularity.

Yuqian Yuan, Wenqiao Zhang, Xin Li, Shihao Wang, Kehan Li, Wentong Li, Jun Xiao, Lei Zhang, Beng Chin Ooi

CoRR, October, 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

CoRR, October, 2025

Large Models are Good Annotators for Zero-Shot Learning.

Qingzhi He, Yizhen Jia, Wentong Li, Shengcai Liao, Rong Quan, Tong Cui, Jie Qin

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

DCN: Decoupled-Coupled Network for Text-based Person Search.

Zhiyuan Qi, Rong Quan, Liangxu Su, Yizhen Jia, Wentong Li, Yichao Yan, Jie Qin

Proceedings of the 7th ACM International Conference on Multimedia in Asia, 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

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Efficient Semi-DETR: Real Time End-to-End Semi-Supervised Object Detection.

Zihao Xin, Wentong Li, Jie Qin, Shengjun Huang

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

BEVFog: Enhancing Vision-Based Roadside 3D Object Detection Robustness Under Foggy Conditions.

Gaoyuan Miao, Wentong Li, Rong Quan, Jie Qin

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Inst3D-LMM: Instance-Aware 3D Scene Understanding with Multi-modal Instruction Tuning.

Hanxun Yu, Wentong Li, Song Wang, Junbo Chen, Jianke Zhu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Uncertainty-Instructed Structure Injection for Generalizable HD Map Construction.

Xiaolu Liu, Ruizi Yang, Song Wang, Wentong Li, Junbo Chen, Jianke Zhu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Box2Mask: Box-Supervised Instance Segmentation via Level-Set Evolution.

Wentong Li, Wenyu Liu, Jianke Zhu, Miaomiao Cui, Risheng Yu, Xiansheng Hua, Lei Zhang

IEEE Trans. Pattern Anal. Mach. Intell., 2024

ReliOcc: Towards Reliable Semantic Occupancy Prediction via Uncertainty Learning.

Song Wang, Zhongdao Wang, Jiawei Yu, Wentong Li, Bailan Feng, Junbo Chen, Jianke Zhu

CoRR, 2024

TokenPacker: Efficient Visual Projector for Multimodal LLM.

Wentong Li, Yuqian Yuan, Jian Liu, Dongqi Tang, Song Wang, Jianke Zhu, Lei Zhang

CoRR, 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

CoRR, 2024

Label-efficient Semantic Scene Completion with Scribble Annotations.

Song Wang, Jiawei Yu, Wentong Li, Hao Shi, Kailun Yang, Junbo Chen, Jianke Zhu

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Osprey: Pixel Understanding with Visual Instruction Tuning.

Yuqian Yuan, Wentong Li, Jian Liu, Dongqi Tang, Xinjie Luo, Chi Qin, Lei Zhang, Jianke Zhu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

MGMap: Mask-Guided Learning for Online Vectorized HD Map Construction.

Xiaolu Liu, Song Wang, Wentong Li, Ruizi Yang, Junbo Chen, Jianke Zhu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Fine-Grained Multi-View Hand Reconstruction Using Inverse Rendering.

Qijun Gan, Wentong Li, Jinwei Ren, Jianke Zhu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Improving Nighttime Driving-Scene Segmentation via Dual Image-Adaptive Learnable Filters.

Wenyu Liu, Wentong Li, Jianke Zhu, Miaomiao Cui, Xuansong Xie, Lei Zhang

IEEE Trans. Circuits Syst. Video Technol., October, 2023

LiDAR2Map: In Defense of LiDAR-Based Semantic Map Construction Using Online Camera Distillation.

Song Wang, Wentong Li, Wenyu Liu, Xiaolu Liu, Jianke Zhu

CoRR, 2023

Label-efficient Segmentation via Affinity Propagation.

Wentong Li, Yuqian Yuan, Song Wang, Wenyu Liu, Dongqi Tang, Jian Liu, Jianke Zhu, Lei Zhang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Point2Mask: Point-supervised Panoptic Segmentation via Optimal Transport.

Wentong Li, Yuqian Yuan, Song Wang, Jianke Zhu, Jianshu Li, Jian Liu, Lei Zhang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

LiDAR2Map: In Defense of LiDAR-Based Semantic Map Construction Using Online Camera Distillation.

Song Wang, Wentong Li, Wenyu Liu, Xiaolu Liu, Jianke Zhu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Translational Symmetry-Aware Facade Parsing for 3-D Building Reconstruction.

Hantang Liu, Wentong Li, Jianke Zhu

IEEE Multim., 2022

Box-supervised Instance Segmentation with Level Set Evolution.

Wentong Li, Wenyu Liu, Jianke Zhu, Miaomiao Cui, Xiansheng Hua, Lei Zhang

CoRR, 2022

Improving Nighttime Driving-Scene Segmentation via Dual Image-adaptive Learnable Filters.

Wenyu Liu, Wentong Li, Jianke Zhu, Miaomiao Cui, Xuansong Xie, Lei Zhang

CoRR, 2022

Box-Supervised Instance Segmentation with Level Set Evolution.

Wentong Li, Wenyu Liu, Jianke Zhu, Miaomiao Cui, Xian-Sheng Hua, Lei Zhang

Proceedings of the Computer Vision - ECCV 2022, 2022

Oriented RepPoints for Aerial Object Detection.

Wentong Li, Yijie Chen, Kaixuan Hu, Jianke Zhu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Deep Level Set for Box-supervised Instance Segmentation in Aerial Images.

Wentong Li, Yijie Chen, Wenyu Liu, Jianke Zhu

CoRR, 2021

Translational Symmetry-Aware Facade Parsing for 3D Building Reconstruction.

Hantang Liu, Wentong Li, Jianke Zhu

CoRR, 2021

Oriented RepPoints for Aerial Object Detection.

Wentong Li, Jianke Zhu

CoRR, 2021

2020

Multi-Scale Feature Integrated Attention-Based Rotation Network for Object Detection in VHR Aerial Images.

Feng Yang, Wentong Li, Haiwei Hu, Wanyi Li, Peng Wang

Sensors, 2020

2019

Multi-Scale Object Detection in Satellite Imagery Based On YOLT.

Wentong Li, Wanyi Li, Feng Yang, Peng Wang

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

S3OD: Single Stage Small Object Detector from Scratch for Remote Sensing Images.

Feng Yang, Wentong Li, Wanyi Li, Peng Wang

Proceedings of the Image and Graphics - 10th International Conference, 2019

2018

The Analysis Between Traditional Convolution Neural Network and CapsuleNet.

Feng Yang, Wentong Li, Weikang Tang, Xinliang Wu

Proceedings of the 2018 International Conference on Control, 2018

Unscented Particle Double Layer Filter.

Feng Yang, Litao Zheng, Wentong Li, Yongting Wang, Pengxiang Wang

Proceedings of the 21st International Conference on Information Fusion, 2018