Hongyang Li
Ph.D Student @ South China University of Technology
Research Intern @ International Digital Economy Academy (IDEA)
Guangdong-HongKong-Macau Greater Bay Area
Shenzhen, China
Email: ftwangyeunglei AT mail dot scut dot edu dot cn
Ph.D Student @ South China University of Technology
Research Intern @ International Digital Economy Academy (IDEA)
Guangdong-HongKong-Macau Greater Bay Area
Shenzhen, China
Email: ftwangyeunglei AT mail dot scut dot edu dot cn
Hi! This is Hongyang Li, 李弘洋 in Chinese. I’m a second-year year Ph.D. student (2022-now) at the Department of Future Technology, South China University of Technology, supervised by Prof.Lei Zhang. I interned at International Digital Economy Academy. Previously, I obtained my bachelor’s degree from School of Electrical Engineering in South China University of Technology in 2021.
🔖 My research interests lie in Tracking Any Point, 3D Perception and Multi-modal Models.
💬 Feel free to contact me for any discussion and coorperation.
[2024/12] TAPTRv3 is released! Check out our TAPTRv3 for more details.
[2024/9] TAPTRv2 is accepted by NeurIPS2024.
[2024/7] TAPTRv2 is released! Check out our TAPTRv2 for more details.
[2024/7] Two papers are accepted by ECCV2024! Check out our TAPTR and LLaVA-Grounding for more details.
[2024/3] We release TAPTR. Check out project page for more details and online demos.
[2023/12] We release LLaVA-Grounding. Demo and inference code are available.
[2023/7] Two papers are accepted by ICCV2023. Check out our DFA3D and StableDINO.
[2023/2] We release DA-BEV that establishes a new SOTA performance on nuScenes 3D detection leaderboard–camera track. Check out our DA-BEV.
[2022/7] A paper is accepted by ECCV2022! Check out our DCL-Net.
[2021/9] A paper is accepted by NeurIPS2021! Check out our Sparse Steerable Convolution.
@article{Qu2024taptrv3, title={{TAPTRv3: Spatial and Temporal Context Foster Robust Tracking of Any Point in Long Video}}, author={Qu, Jinyuan and Li, Hongyang and Liu, Shilong and Zeng, Zhaoyang and Ren, Tianhe and Zhang, Lei}, journal={arXiv preprint}, year={2024} }
@article{li2024taptrv2, title={TAPTRv2: Attention-based Position Update Improves Tracking Any Point}, author={Li, Hongyang and Zhang, Hao and Liu, Shilong and Zeng, Zhaoyang and Li, Feng and Ren, Tianhe and Bohan Li and Zhang, Lei}, journal={arXiv preprint arXiv:2407.16291}, year={2024} }
@article{li2024taptr, title={TAPTR: Tracking Any Point with Transformers as Detection}, author={Li, Hongyang and Zhang, Hao and Liu, Shilong and Zeng, Zhaoyang and Ren, Tianhe and Li, Feng and Zhang, Lei}, journal={arXiv preprint arXiv:2403.13042}, year={2024} }
@article{zhang2023llava, title={Llava-grounding: Grounded visual chat with large multimodal models}, author={Zhang, Hao and Li, Hongyang and Li, Feng and Ren, Tianhe and Zou, Xueyan and Liu, Shilong and Huang, Shijia and Gao, Jianfeng and Zhang, Lei and Li, Chunyuan and others}, journal={arXiv preprint arXiv:2312.02949}, year={2023} }
@inproceedings{li2023dfa3d, title={DFA3D: 3D Deformable Attention For 2D-to-3D Feature Lifting}, author={Li, Hongyang and Zhang, Hao and Zeng, Zhaoyang and Liu, Shilong and Li, Feng and Ren, Tianhe and Zhang, Lei}, booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision}, pages={6684--6693}, year={2023} }
@article{zhang2023bev, title={Da-bev: Depth aware bev transformer for 3d object detection}, author={Zhang, Hao and Li, Hongyang and Liao, Xingyu and Li, Feng and Liu, Shilong and Ni, Lionel M and Zhang, Lei}, journal={arXiv e-prints}, pages={arXiv--2302}, year={2023} }
@inproceedings{li2022dcl, title={DCL-Net: Deep Correspondence Learning Network for 6D Pose Estimation}, author={Li, Hongyang and Lin, Jiehong and Jia, Kui}, booktitle={European Conference on Computer Vision}, pages={369--385}, year={2022}, organization={Springer} }
@article{lin2021sparse, title={Sparse steerable convolutions: An efficient learning of se (3)-equivariant features for estimation and tracking of object poses in 3d space}, author={Lin, Jiehong and Li, Hongyang and Chen, Ke and Lu, Jiangbo and Jia, Kui}, journal={Advances in Neural Information Processing Systems}, volume={34}, pages={16779--16790}, year={2021} }
Principal's Scholarship & National Scholarships in 2023.
Principal's Scholarship & National Scholarships in 2022.
The First Prize Scholarship * 2 & The Second Prize Scholarship during 2018-2022.