I am a Ph.D. student in Fudan University, supervided by Prof. Wenqiang Zhang. I achieved my B.E. degress in Information Security from Fudan University in 2022.
My research interest includes:
- Computer vision
- Video understanding
- Image generation
- 3D vision
- Instance segmentation
- Multimodal
🔥 News
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2024.03: 🎉🎉 One paper is accepted by CVPR 2024 and is presented as Highlight! Congratulations to all co-authors!
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2023.09: 🎉🎉 One paper is accepted by NeurIPS 2023.
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2023.08: 🎉🎉 Three papers are accepted by ACM MM 2023. Congratulations to all co-authors!
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2023.07: 🎉🎉 LVOS has been accepted by ICCV 2023.
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2022.11: 🎉🎉 LVOS (the first long-term video object segmentation benchmark) has been public!
📝 Publications
(Highlight) OneTracker: Unifying Visual Object Tracking with Foundation Models and Efficient Tuning
Lingyi Hong, Shilin Yan, Renrui Zhang, Wanyun Li, Xinyu Zhou, Pinxue Guo, Kaixun Jiang, Yiting Chen, Jinglun Li, Zhaoyu Chen, Wenqiang Zhang
[Paper]
- The first one to unify RGB and RGB+X tracking in a general framework.
- Introduce the foundation model and parameter-efficient tuning manner into object tracking and break traditional full finetuning stragety.
- SOTA performance on 6 tracking task 11 benchmarks.
LVOS: A Benchmark for Long-term Video Object Segmentation
Lingyi Hong, Wenchao Chen, Zhongying Liu, Wei Zhang, Pinxue Guo, Zhaoyu Chen, Wenqiang Zhang,
- The first long-term video object segmentation benchmark.
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NeurIPS 2023Reading Relevant Feature from Global Representation Memory for Visual Object Tracking, Xinyu Zhou, Pinxue Guo, Lingyi Hong, Jinglun Li, Wei Zhang, Weifeng Ge, Wenqiang Zhang -
ACM MM 2023SimulFlow: Simultaneously Extracting Feature and Identifying Target for Unsupervised Video Object Segmentation, Lingyi Hong, Wei Zhang, Shuyong Gao, Hong Lu, WenQiang Zhang -
ACM MM 2023Exploring the Adversarial Robustness of Video Object Segmentation via One-shot Adversarial Attacks, Kaixun Jiang, Lingyi Hong, Zhaoyu Chen, Pinxue Guo, Zeng Tao, Yan Wang, Wenqiang Zhang -
ACM MM 2023(Oral) Towards Decision-based Sparse Attacks on Video Recognition, Kaixun Jiang, Zhaoyu Chen, Xinyu Zhou, Jingyu Zhang, Lingyi Hong, JiaFeng Wang, Bo Li, Yan Wang, Wenqiang Zhang
📖 Educations
- 2022.09 - Now, Ph. D. candidate, School of Computer Science, Fudan University, Shanghai China.
- 2018.09 - 2022.06, Undergraduate, School of Computer Science, Fudan University, Shanghai China.
🆚 Contests
- 2022.6: 2nd Place, The 4th Large-scale Video Object Segmentation Challenge. CVPRW 2022.
🗒 Services
-Reviewer for TIP, TCSVT, KBS, ICCV2023, ACM MM2023, ECCV 2024, ACM MM 2024.