Lingyi Hong

PhD student, Fudan University

Joined

May 2021

Names

Lingyi Hong (Preferred)

Emails

****@fudan.edu.cn (Confirmed)

****@m.fudan.edu.cn (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

PhD student

Fudan University (fudan.edu.cn)

2022 – 2027

Undergrad student

Fudan University (fudan.edu.cn)

2018 – 2022

Advisors, Relations & Conflicts

Coworker

Heng Fan

Present

Coworker

Bineng Zhong

Present

Coworker

Libo Zhang

Present

PhD Advisor

Wenqiang Zhang

2022 – 2027

Expertise

Computer Vision

2020 – Present

Publications

LVOS: A Benchmark for Large-Scale Long-Term Video Object Segmentation
Lingyi Hong, Zhongying Liu, Wenchao Chen, Chenzhi Tan, Yuang Feng, Xinyu Zhou, Pinxue Guo, Jinglun Li, Zhaoyu Chen, Shuyong Gao, Wei Zhang, Wenqiang Zhang
- IEEE Trans. Pattern Anal. Mach. Intell. 2026
- Readers: Everyone
RSAgent: Learning to Reason and Act for Text-Guided Segmentation via Multi-Turn Tool Invocations
Xingqi He, Yujie Zhang, Shuyong Gao, Wenjie Li, Lingyi Hong, Mingxi Chen, Kaixun Jiang, Jiyuan Fu, Wenqiang Zhang
- CoRR 2025
- Readers: Everyone
LSVOS 2025 Challenge Report: Recent Advances in Complex Video Object Segmentation
Chang Liu, Henghui Ding, Kaining Ying, Lingyi Hong, Ning Xu, Linjie Yang, Yuchen Fan, Mingqi Gao, Jingkun Chen, Yunqi Miao, Gengshen Wu, Zhijin Qin, Jungong Han, Zhixiong Zhang, Shuangrui Ding, Xiaoyi Dong, Yuhang Zang, Yuhang Cao, Jiaqi Wang, Chang Soo Lim et al. (29 additional authors not shown)
- CoRR 2025
- Readers: Everyone
Dynamic Semantic-Aware Correlation Modeling for UAV Tracking
Xinyu Zhou, Tongxin Pan, Lingyi Hong, Pinxue Guo, Haijing Guo, Zhaoyu Chen, Kaixun Jiang, Wenqiang Zhang
- CoRR 2025
- Readers: Everyone
LingoLoop Attack: Trapping MLLMs via Linguistic Context and State Entrapment into Endless Loops
Jiyuan Fu, Kaixun Jiang, Lingyi Hong, Jinglun Li, HaiJing Guo, Dingkang Yang, Zhaoyu Chen, Wenqiang Zhang
- ICLR 2026 Poster
- Readers: Everyone
OneTrackerV2: Unified Multimodal Visual Object Tracking with Mixture of Experts
Lingyi Hong, Jinglun Li, Xinyu Zhou, Kaixun Jiang, Pinxue Guo, Zhaoyu Chen, Wenqiang Zhang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
CrossLMM: Decoupling Long Video Sequences from LMMs via Dual Cross-Attention Mechanisms
Shilin Yan, Jiaming Han, Jiayin Cai, Hongwei Xue, Rongyao Fang, Lingyi Hong, Ziyu Guo, Renrui Zhang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Dynamic Semantic-Aware Correlation Modeling for UAV Tracking
Xinyu Zhou, Tongxin Pan, Lingyi Hong, Pinxue Guo, HaiJing Guo, Zhaoyu Chen, Kaixun Jiang, Wenqiang Zhang
- NeurIPS 2025 poster
- Readers: Everyone
NTIRE 2025 Challenge on Cross-Domain Few-Shot Object Detection: Methods and Results
Yuqian Fu, Xingyu Qiu, Bin Ren, Yanwei Fu, Radu Timofte, Nicu Sebe, Ming-Hsuan Yang, Luc Van Gool, Kaijin Zhang, Qingpeng Nong, Xiugang Dong, Hong Gao, Xiangsheng Zhou, Jiancheng Pan, Yanxing Liu, Xiao He, Jiahao Li, Yuze Sun, Xiaomeng Huang, Zhenyu Zhang et al. (42 additional authors not shown)
- CVPR Workshops 2025
- Readers: Everyone
DeTrack: In-model Latent Denoising Learning for Visual Object Tracking
Xinyu Zhou, Jinglun Li, Lingyi Hong, Kaixun Jiang, Pinxue Guo, Weifeng Ge, Wenqiang Zhang
- CoRR 2025
- Readers: Everyone

View all 36 publications

Co-Authors

View all 173 co-authors