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Journal Articles
- 2024
[j6]Jianzong Wu
, Xiangtai Li, Shilin Xu, Haobo Yuan, Henghui Ding, Yibo Yang, Xia Li, Jiangning Zhang, Yunhai Tong, Xudong Jiang, Bernard Ghanem, Dacheng Tao:
Towards Open Vocabulary Learning: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 46(7): 5092-5113 (2024)- [j5]Xiangtai Li, Henghui Ding, Haobo Yuan, Wenwei Zhang, Jiangmiao Pang, Guangliang Cheng, Kai Chen, Ziwei Liu, Chen Change Loy:
Transformer-Based Visual Segmentation: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 10138-10163 (2024) - [j4]Xiangtai Li, Shilin Xu, Yibo Yang, Haobo Yuan, Guangliang Cheng, Yunhai Tong, Zhouchen Lin, Ming-Hsuan Yang, Dacheng Tao:
Panoptic-PartFormer++: A Unified and Decoupled View for Panoptic Part Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 11087-11103 (2024) - [j3]Yangyang Xu, Xiangtai Li, Haobo Yuan, Yibo Yang, Lefei Zhang:
Multi-Task Learning With Multi-Query Transformer for Dense Prediction. IEEE Trans. Circuits Syst. Video Technol. 34(2): 1228-1240 (2024) - 2023
- [j2]Haobo Yuan, Teng Chen, Wei Sui, Jiafeng Xie, Lefei Zhang, Yuan Li, Qian Zhang:
Monocular Road Planar Parallax Estimation. IEEE Trans. Image Process. 32: 3690-3701 (2023) - 2021
- [j1]Dian Chen, Haobo Yuan, Shengshan Hu, Qian Wang, Cong Wang:
BOSSA: A Decentralized System for Proofs of Data Retrievability and Replication. IEEE Trans. Parallel Distributed Syst. 32(4): 786-798 (2021)
Conference and Workshop Papers
- 2025
- [c9]Tao Zhang, Haobo Yuan, Lu Qi, Jiangning Zhang, Qianyu Zhou, Shunping Ji, Shuicheng Yan, Xiangtai Li:
Point Cloud Mamba: Point Cloud Learning via State Space Model. AAAI 2025: 10121-10130 - [c8]Shilin Xu, Haobo Yuan, Qingyu Shi, Lu Qi, Jingbo Wang, Yibo Yang, Yining Li, Kai Chen, Yunhai Tong, Bernard Ghanem, Xiangtai Li, Ming-Hsuan Yang:
RMP-SAM: Towards Real-Time Multi-Purpose Segment Anything. ICLR 2025 - 2024
- [c7]Xiangtai Li, Haobo Yuan, Wei Li, Henghui Ding, Size Wu, Wenwei Zhang, Yining Li, Kai Chen, Chen Change Loy:
OMG-Seg: Is One Model Good Enough for all Segmentation? CVPR 2024: 27948-27959 - [c6]Haobo Yuan, Xiangtai Li, Chong Zhou, Yining Li, Kai Chen, Chen Change Loy:
Open-Vocabulary SAM: Segment and Recognize Twenty-Thousand Classes Interactively. ECCV (43) 2024: 419-437 - [c5]Tao Zhang, Xiangtai Li, Hao Fei, Haobo Yuan, Shengqiong Wu, Shunping Ji, Chen Change Loy, Shuicheng Yan:
OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding. NeurIPS 2024 - 2023
- [c4]Xiangtai Li, Haobo Yuan, Wenwei Zhang, Guangliang Cheng, Jiangmiao Pang, Chen Change Loy:
Tube-Link: A Flexible Cross Tube Framework for Universal Video Segmentation. ICCV 2023: 13877-13887 - [c3]Yibo Yang, Haobo Yuan, Xiangtai Li, Zhouchen Lin, Philip H. S. Torr, Dacheng Tao:
Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning. ICLR 2023 - 2022
- [c2]Haobo Yuan, Xiangtai Li, Yibo Yang, Guangliang Cheng, Jing Zhang, Yunhai Tong, Lefei Zhang, Dacheng Tao:
PolyphonicFormer: Unified Query Learning for Depth-Aware Video Panoptic Segmentation. ECCV (27) 2022: 582-599 - [c1]Yibo Yang, Hong Wang, Haobo Yuan, Zhouchen Lin:
Towards Theoretically Inspired Neural Initialization Optimization. NeurIPS 2022
Informal and Other Publications
- 2025
- [i24]Haobo Yuan, Xiangtai Li, Tao Zhang, Zilong Huang, Shilin Xu, Shunping Ji, Yunhai Tong, Lu Qi, Jiashi Feng, Ming-Hsuan Yang:
Sa2VA: Marrying SAM2 with LLaVA for Dense Grounded Understanding of Images and Videos. CoRR abs/2501.04001 (2025) - [i23]Haobo Yuan, Tao Zhang, Xiangtai Li, Lu Qi, Zilong Huang, Shilin Xu, Jiashi Feng, Ming-Hsuan Yang:
4th PVUW MeViS 3rd Place Report: Sa2VA. CoRR abs/2504.00476 (2025) - [i22]Sixiang Chen, Jinbin Bai, Zhuoran Zhao, Tian Ye, Qingyu Shi, Donghao Zhou, Wenhao Chai, Xin Lin, Jianzong Wu, Chao Tang, Shilin Xu, Tao Zhang, Haobo Yuan, Yikang Zhou, Wei Chow, Linfeng Li, Xiangtai Li, Lei Zhu, Lu Qi:
An Empirical Study of GPT-4o Image Generation Capabilities. CoRR abs/2504.05979 (2025) - [i21]Henghui Ding, Chang Liu, Nikhila Ravi, Shuting He, Yunchao Wei, Song Bai, Philip Torr, Kehuan Song, Xinglin Xie, Kexin Zhang, Licheng Jiao, Lingling Li, Shuyuan Yang, Xuqiang Cao, Linnan Zhao, Jiaxuan Zhao, Fang Liu, Mengjiao Wang, Junpei Zhang, Xu Liu, Yuting Yang, Mengru Ma, Hao Fang, Runmin Cong, Xiankai Lu, Zhiyang Chen, Wei Zhang, Tianming Liang, Haichao Jiang, Wei-Shi Zheng, Jian-Fang Hu, Haobo Yuan, Xiangtai Li, Tao Zhang, Lu Qi, Ming-Hsuan Yang:
PVUW 2025 Challenge Report: Advances in Pixel-level Understanding of Complex Videos in the Wild. CoRR abs/2504.11326 (2025) - [i20]Hao Fei, Yuan Zhou, Juncheng Li, Xiangtai Li, Qingshan Xu, Bobo Li, Shengqiong Wu, Yaoting Wang, Junbao Zhou, Jiahao Meng, Qingyu Shi, Zhiyuan Zhou, Liangtao Shi, Minghe Gao, Daoan Zhang, Zhiqi Ge, Weiming Wu, Siliang Tang, Kaihang Pan, Yaobo Ye, Haobo Yuan, Tao Zhang, Tianjie Ju, Zixiang Meng, Shilin Xu, Liyu Jia, Wentao Hu, Meng Luo, Jiebo Luo, Tat-Seng Chua, Shuicheng Yan, Hanwang Zhang:
On Path to Multimodal Generalist: General-Level and General-Bench. CoRR abs/2505.04620 (2025) - [i19]Xiangtai Li, Tao Zhang, Yanwei Li, Haobo Yuan, Shihao Chen, Yikang Zhou, Jiahao Meng, Yueyi Sun, Shilin Xu, Lu Qi, Tianheng Cheng, Yi Lin, Zilong Huang, Wenhao Huang, Jiashi Feng, Guang Shi:
DenseWorld-1M: Towards Detailed Dense Grounded Caption in the Real World. CoRR abs/2506.24102 (2025) - [i18]Quanzhu Niu, Dengxian Gong, Shihao Chen, Tao Zhang, Yikang Zhou, Haobo Yuan, Lu Qi, Xiangtai Li, Shunping Ji:
The 1st Solution for 7th LSVOS RVOS Track: SaSaSa2VA. CoRR abs/2509.16972 (2025) - 2024
- [i17]Haobo Yuan, Xiangtai Li, Chong Zhou, Yining Li, Kai Chen, Chen Change Loy:
Open-Vocabulary SAM: Segment and Recognize Twenty-thousand Classes Interactively. CoRR abs/2401.02955 (2024) - [i16]Shilin Xu, Haobo Yuan, Qingyu Shi, Lu Qi, Jingbo Wang, Yibo Yang, Yining Li, Kai Chen, Yunhai Tong, Bernard Ghanem, Xiangtai Li, Ming-Hsuan Yang:
RAP-SAM: Towards Real-Time All-Purpose Segment Anything. CoRR abs/2401.10228 (2024) - [i15]Xiangtai Li, Haobo Yuan, Wei Li, Henghui Ding, Size Wu, Wenwei Zhang, Yining Li, Kai Chen, Chen Change Loy:
OMG-Seg: Is One Model Good Enough For All Segmentation? CoRR abs/2401.10229 (2024) - [i14]Tao Zhang, Xiangtai Li, Haobo Yuan, Shunping Ji, Shuicheng Yan:
Point Cloud Mamba: Point Cloud Learning via State Space Model. CoRR abs/2403.00762 (2024) - [i13]Haobo Yuan, Xiangtai Li, Lu Qi, Tao Zhang, Ming-Hsuan Yang, Shuicheng Yan, Chen Change Loy:
Mamba or RWKV: Exploring High-Quality and High-Efficiency Segment Anything Model. CoRR abs/2406.19369 (2024) - [i12]Tao Zhang, Xiangtai Li, Hao Fei, Haobo Yuan, Shengqiong Wu, Shunping Ji, Chen Change Loy, Shuicheng Yan:
OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding. CoRR abs/2406.19389 (2024) - [i11]Shilin Xu, Xiangtai Li, Haobo Yuan, Lu Qi, Yunhai Tong, Ming-Hsuan Yang:
LLAVADI: What Matters For Multimodal Large Language Models Distillation. CoRR abs/2407.19409 (2024) - 2023
- [i10]Xiangtai Li, Shilin Xu, Yibo Yang, Haobo Yuan, Guangliang Cheng, Yunhai Tong, Zhouchen Lin, Dacheng Tao:
PanopticPartFormer++: A Unified and Decoupled View for Panoptic Part Segmentation. CoRR abs/2301.00954 (2023) - [i9]Yibo Yang, Haobo Yuan, Xiangtai Li, Zhouchen Lin, Philip H. S. Torr, Dacheng Tao:
Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class Incremental Learning. CoRR abs/2302.03004 (2023) - [i8]Xiangtai Li, Haobo Yuan, Wenwei Zhang, Guangliang Cheng, Jiangmiao Pang, Chen Change Loy:
Tube-Link: A Flexible Cross Tube Baseline for Universal Video Segmentation. CoRR abs/2303.12782 (2023) - [i7]Xiangtai Li, Henghui Ding, Wenwei Zhang, Haobo Yuan, Jiangmiao Pang, Guangliang Cheng, Kai Chen, Ziwei Liu, Chen Change Loy:
Transformer-Based Visual Segmentation: A Survey. CoRR abs/2304.09854 (2023) - [i6]Jianzong Wu, Xiangtai Li, Shilin Xu, Haobo Yuan, Henghui Ding, Yibo Yang, Xia Li, Jiangning Zhang, Yunhai Tong, Xudong Jiang, Bernard Ghanem, Dacheng Tao:
Towards Open Vocabulary Learning: A Survey. CoRR abs/2306.15880 (2023) - [i5]Yibo Yang, Haobo Yuan, Xiangtai Li, Jianlong Wu, Lefei Zhang, Zhouchen Lin, Philip H. S. Torr, Dacheng Tao, Bernard Ghanem:
Neural Collapse Terminus: A Unified Solution for Class Incremental Learning and Its Variants. CoRR abs/2308.01746 (2023) - 2022
- [i4]Yangyang Xu, Xiangtai Li, Haobo Yuan, Yibo Yang, Jing Zhang, Yunhai Tong, Lefei Zhang, Dacheng Tao:
Multi-Task Learning with Multi-query Transformer for Dense Prediction. CoRR abs/2205.14354 (2022) - [i3]Yibo Yang, Hong Wang, Haobo Yuan, Zhouchen Lin:
Towards Theoretically Inspired Neural Initialization Optimization. CoRR abs/2210.05956 (2022) - 2021
- [i2]Haobo Yuan, Teng Chen, Wei Sui, Jiafeng Xie, Lefei Zhang, Yuan Li, Qian Zhang:
Monocular Road Planar Parallax Estimation. CoRR abs/2111.11089 (2021) - [i1]Haobo Yuan, Xiangtai Li, Yibo Yang, Guangliang Cheng, Jing Zhang, Yunhai Tong, Lefei Zhang, Dacheng Tao:
PolyphonicFormer: Unified Query Learning for Depth-aware Video Panoptic Segmentation. CoRR abs/2112.02582 (2021)
Coauthor Index
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