Lingyi Hong

According to our database, Lingyi Hong authored at least 39 papers between 2022 and 2026.

Collaborative distances:

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

2026

VLA-Hijack: A Transferable Patch Attack against Vision-Language-Action Models via Visual Proprioception Hijacking.

Jiyuan Fu, Kaixun Jiang, Jingkai Jia, Zhaoyu Chen, Xueyao Chen, Lingyi Hong, Shuyong Gao, Chenzhi Tan, Dingkang Yang, Wenqiang Zhang

CoRR, May, 2026

MSAVBench: Towards Comprehensive and Reliable Evaluation of Multi-Shot Audio-Video Generation.

Yujie Wei, Yujin Han, Zhekai Chen, Yongming Li, Kaixun Jiang, Zhihang Liu, Quanhao Li, Zhiwu Qing, Xiang Wang, Zhen Xing, Ruihang Chu, Lingyi Hong, Yefei He, Junjie Zhou, Junqiu Yu, Yang Shi, Difan Zou, Kai Zhu, Shiwei Zhang, Yingya Zhang, Yu Liu, Xihui Liu, Hongming Shan

CoRR, May, 2026

Unified Multimodal Visual Tracking with Dual Mixture-of-Experts.

Lingyi Hong, Jinglun Li, Xinyu Zhou, Kaixun Jiang, Pinxue Guo, Zhaoyu Chen, Runze Li, Xingdong Sheng, Wenqiang Zhang

CoRR, May, 2026

The Second Challenge on Cross-Domain Few-Shot Object Detection at NTIRE 2026: Methods and Results.

Xingyu Qiu, Yuqian Fu, Jiawei Geng, Bin Ren, Jiancheng Pan, Zongwei Wu, Hao Tang, Yanwei Fu, Radu Timofte, Nicu Sebe, Mohamed Elhoseiny, Lingyi Hong, Mingxi Cheng, Xingqi He, Runze Li, Xingdong Sheng, Wenqiang Zhang, Jiacong Liu, Shu Luo, Yikai Qin, Yaze Zhao, Yongwei Jiang, Yixiong Zou, Zhe Zhang, Yang Yang, Kaiyu Li, Bowen Fu, Zixuan Jiang, Ke Li, Hui Qiao, Xiangyong Cao, Xuanlong Yu, Youyang Sha, Longfei Liu, Di Yang, Xi Shen, Kyeongryeol Go, Taewoong Jang, Saiprasad Meesiyawar, Ravi Kirasur, Rakshita Kulkarni, Bhoomi Deshpande, Harsh Patil, Uma Mudenagudi, Shuming Hu, Chao Chen, Tao Wang, Wei Zhou, Qi Xu, Zhenzhao Xing, Dandan Zhao, Hanzhe Xia, Dongdong Lu, Zhe Zhang, Jingru Wang, Guangwei Huang, Jiachen Tu, Yaokun Shi, Guoyi Xu, Yaoxin Jiang, Jiajia Liu, Liwei Zhou, Bei Dou, Tao Wu, Zekang Fan, Junjie Liu, Adhémar de Senneville, Flavien Armangeon, Mengbers, Yazhe Lyu, Zhimeng Xin, Zijian Zhuang, Hongchun Zhu, Li Wang

CoRR, April, 2026

ClickVOS: Click Video Object Segmentation.

Pinxue Guo, Lingyi Hong, Xinyu Zhou, Shuyong Gao, Wanyun Li, Jinglun Li, Zhaoyu Chen, Xiaoqiang Li, Wei Zhang, Wenqiang Zhang

IEEE Trans. Circuits Syst. Video Technol., January, 2026

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., January, 2026

Seeing Is Believing: Rich-Context Hallucination Detection for MLLMs via Backward Visual Grounding.

Pinxue Guo, Chongruo Wu, Xinyu Zhou, Lingyi Hong, Zhaoyu Chen, Jinglun Li, Kaixun Jiang, Sen-Ching Samson Cheung, Wei Zhang, Wenqiang Zhang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

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, December, 2025

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, October, 2025

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, Joonyoung Moon, Donghyeon Cho, Tingmin Li, Yixuan Li, Yang Yang, An Yan, Leilei Cao, Feng Lu, Ran Hong, Youhai Jiang, Fengjie Zhu, Yujie Xie, Hongyang Zhang, Zhihui Liu, Shihai Ruan, Quanzhu Niu, Dengxian Gong, Shihao Chen, Tao Zhang, Yikang Zhou, Haobo Yuan, Lu Qi, Xiangtai Li, Shunping Ji, Alexey Nekrasov, Ali Athar, Daan de Geus, Alexander Hermans, Bastian Leibe

CoRR, October, 2025

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

CoRR, June, 2025

CrossLMM: Decoupling Long Video Sequences from LMMs via Dual Cross-Attention Mechanisms.

Shilin Yan, Jiaming Han, Joey Tsai, Hongwei Xue, Rongyao Fang, Lingyi Hong, Ziyu Guo, Ray Zhang

CoRR, May, 2025

Scoring, Remember, and Reference: Catching Camouflaged Objects in Videos.

Yuang Feng, Shuyong Gao, Fuzhen Yan, Yicheng Song, Lingyi Hong, Junjie Hu, Wenqiang Zhang

CoRR, March, 2025

MSVCOD:A Large-Scale Multi-Scene Dataset for Video Camouflage Object Detection.

Shuyong Gao, Yu'ang Feng, Qishan Wang, Lingyi Hong, Xinyu Zhou, Liu Fei, Yan Wang, Wenqiang Zhang

CoRR, February, 2025

VideoPure: Diffusion-Based Adversarial Purification for Video Recognition.

Kaixun Jiang, Zhaoyu Chen, Jiyuan Fu, Lingyi Hong, Jinglun Li, Wenqiang Zhang

IEEE Trans. Circuits Syst. Video Technol., 2025

Improving adversarial transferability with Neighborhood Gradient Information.

Haijing Guo, Jiafeng Wang, Zhaoyu Chen, Kaixun Jiang, Lingyi Hong, Pinxue Guo, Jinglun Li, Wenqiang Zhang

Appl. Soft Comput., 2025

General Compression Framework for Efficient Transformer Object Tracking.

Lingyi Hong, Jinglun Li, Xinyu Zhou, Shilin Yan, Pinxue Guo, Kaixun Jiang, Zhaoyu Chen, Shuyong Gao, Runze Li, Xingdong Sheng, Wei Zhang, Hong Lu, Wenqiang Zhang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Scoring, Remember, and Reference: Catching Camouflaged Objects in Videos.

Yu'ang Feng, Shuyong Gao, Fuzhen Yan, Yicheng Song, Lingyi Hong, Junjie Hu, Wenqiang Zhang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

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, Ran Ma, Yuhan Liu, Zijian Zhuang, Shuai Yi, Yixiong Zou, Lingyi Hong, Mingxi Chen, Runze Li, Xingdong Sheng, Wenqiang Zhang, Weisen Chen, Yongxin Yan, Xinguo Chen, Yuanjie Shao, Zhengrong Zuo, Nong Sang, Hao Wu, Haoran Sun, Shuming Hu, Yan Zhang, Zhiguang Shi, Yu Zhang, Chao Chen, Tao Wang, Da Feng, Linhai Zhuo, Ziming Lin, Yali Huang, Jie Me, Yiming Yang, Mi Guo, Mingyuan Jiu, Mingliang Xu, Maomao Xiong, Qunshu Zhang, Xinyu Cao, Yuqing Yang, Dianmo Sheng, Xuanpu Zhao, Zhiyu Li, Xuyang Ding, Wenqian Li

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

2024

HFVOS: History-Future Integrated Dynamic Memory for Video Object Segmentation.

Wanyun Li, Jack Fan, Pinxue Guo, Lingyi Hong, Wei Zhang

IEEE Trans. Circuits Syst. Video Technol., October, 2024

Boosting the transferability of adversarial attacks with global momentum initialization.

Jiafeng Wang, Zhaoyu Chen, Kaixun Jiang, Dingkang Yang, Lingyi Hong, Pinxue Guo, Haijing Guo, Wenqiang Zhang

Expert Syst. Appl., 2024

P3S-Diffusion:A Selective Subject-driven Generation Framework via Point Supervision.

Junjie Hu, Shuyong Gao, Lingyi Hong, Qishan Wang, Yuzhou Zhao, Yan Wang, Wenqiang Zhang

CoRR, 2024

General Compression Framework for Efficient Transformer Object Tracking.

Lingyi Hong, Jinglun Li, Xinyu Zhou, Shilin Yan, Pinxue Guo, Kaixun Jiang, Zhaoyu Chen, Shuyong Gao, Wei Zhang, Hong Lu, Wenqiang Zhang

CoRR, 2024

Improving Adversarial Transferability with Neighbourhood Gradient Information.

Haijing Guo, Jiafeng Wang, Zhaoyu Chen, Kaixun Jiang, Lingyi Hong, Pinxue Guo, Jinglun Li, Wenqiang Zhang

CoRR, 2024

DeTrack: In-model Latent Denoising Learning for Visual Object Tracking.

Xinyu Zhou, Jinglun Li, Lingyi Hong, Kaixun Jiang, Pinxue Guo, Weifeng Ge, Wenqiang Zhang

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

TagOOD: A Novel Approach to Out-of-Distribution Detection via Vision-Language Representations and Class Center Learning.

Jinglun Li, Xinyu Zhou, Kaixun Jiang, Lingyi Hong, Pinxue Guo, Zhaoyu Chen, Weifeng Ge, Wenqiang Zhang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

X-Prompt: Multi-modal Visual Prompt for Video Object Segmentation.

Pinxue Guo, Wanyun Li, Hao Huang, Lingyi Hong, Xinyu Zhou, Zhaoyu Chen, Jinglun Li, Kaixun Jiang, Wei Zhang, Wenqiang Zhang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

PanoVOS: Bridging Non-panoramic and Panoramic Views with Transformer for Video Segmentation.

Shilin Yan, Xiaohao Xu, Renrui Zhang, Lingyi Hong, Wenchao Chen, Wenqiang Zhang, Wei Zhang

Proceedings of the Computer Vision - ECCV 2024, 2024

OneVOS: Unifying Video Object Segmentation with All-in-One Transformer Framework.

Wanyun Li, Pinxue Guo, Xinyu Zhou, Lingyi Hong, Yangji He, Xiangyu Zheng, Wei Zhang, Wenqiang Zhang

Proceedings of the Computer Vision - ECCV 2024, 2024

LSVOS Challenge Report: Large-Scale Complex and Long Video Object Segmentation.

Henghui Ding, Lingyi Hong, Chang Liu, Ning Xu, Linjie Yang, Yuchen Fan, Deshui Miao, Yameng Gu, Xin Li, Zhenyu He, Yaowei Wang, Ming-Hsuan Yang, Jinming Chai, Qin Ma, Junpei Zhang, Licheng Jiao, Fang Liu, Xinyu Liu, Jing Zhang, Kexin Zhang, Xu Liu, Lingling Li, Hao Fang, Feiyu Pan, Xiankai Lu, Wei Zhang, Runmin Cong, Tuyen Tran, Bin Cao, Yisi Zhang, Hanyi Wang, Xingjian He, Jing Liu

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

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

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

2023

PanoVOS: Bridging Non-panoramic and Panoramic Views with Transformer for Video Segmentation.

Shilin Yan, Xiaohao Xu, Lingyi Hong, Wenchao Chen, Wenqiang Zhang, Wei Zhang

CoRR, 2023

Reading Relevant Feature from Global Representation Memory for Visual Object Tracking.

Xinyu Zhou, Pinxue Guo, Lingyi Hong, Jinglun Li, Wei Zhang, Weifeng Ge, Wenqiang Zhang

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

Exploring 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

Proceedings of the 31st ACM International Conference on Multimedia, 2023

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

Proceedings of the 31st ACM International Conference on Multimedia, 2023

SimulFlow: Simultaneously Extracting Feature and Identifying Target for Unsupervised Video Object Segmentation.

Lingyi Hong, Wei Zhang, Shuyong Gao, Hong Lu, Wenqiang Zhang

Proceedings of the 31st ACM International Conference on Multimedia, 2023

LVOS: A Benchmark for Long-term Video Object Segmentation.

Lingyi Hong, Wenchao Chen, Zhongying Liu, Wei Zhang, Pinxue Guo, Zhaoyu Chen, Wenqiang Zhang

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

2022

Adaptive Selection of Reference Frames for Video Object Segmentation.

Lingyi Hong, Wei Zhang, Liangyu Chen, Wenqiang Zhang, Jianping Fan

IEEE Trans. Image Process., 2022

Boosting the Transferability of Adversarial Attacks with Global Momentum Initialization.

Jiafeng Wang, Zhaoyu Chen, Kaixun Jiang, Dingkang Yang, Lingyi Hong, Yan Wang, Wenqiang Zhang

CoRR, 2022