Yong Liu

I am currently a 1st year PhD student in Tsinghua University Shenzhen International Graduate School, supervised by Prof. Yansong Tang. Previously, I conducted three years of master's research at Tsinghua under the supervision of Prof. Yujiu Yang. I received my bachelor's degree in Department of Electral Engineering from Shandong University in 2020.

My current research interest includes image & video segmentation, video understanding, and multi-modal understanding tasks.

Email / Github / Google Scholar

News

2024-04: We have won the Long-form Video Question Answering Challenge of the CVPR2024 LOVEU Workshop. Congratulations to Yiqin and Haoji!

2024-04: One paper has been accepted by ICMR 2024.

2024-02: Three papers have been accepted by CVPR 2024.

Publications

	Universal Segmentation at Arbitrary Granularity with Language Instruction Yong Liu, Cairong Zhang, Yitong Wang, Jiahao Wang, Yujiu Yang, Yansong Tang. CVPR 2024 Paper / Code
	Open-Vocabulary Segmentation with Semantic-Assisted Calibration Yong Liu, Sule Bai, Guanbin Li, Yitong Wang, Yansong Tang. *equal contribution CVPR 2024 Paper / Code
	Learning Quality-aware Dynamic Memory for Video Object Segmentation. Yong Liu, Ran Yu, Fei Yin, Xinyuan Zhao, Wei Zhao, Weihao Xia, Yujiu Yang. ECCV 2022 Paper / Code
	Global Spectral Filter Memory Network for Video Object Segmentation. Yong Liu, Ran Yu, Jiahao Wang, Xinyuan Zhao, Yitong Wang, Yansong Tang, Yujiu Yang. ECCV 2022 Paper / Code
	SOC: Semantic-Assisted Object Cluster for Referring Video Object Segmentation Zhuoyan Luo, Yicheng Xiao, Yong Liu, Shuyan Li, Yitong Wang, Yansong Tang, Xiu Li, Yujiu Yang. equal contribution NeurIPS 2023 paper / Code
	Global Knowledge Calibration for Fast Open-Vocabulary Segmentation Kunyang Han, Yong Liu, Jun Hao Liew, Henghui Ding, Yunchao Wei, Jiajun Liu, Yitong Wang, Yansong Tang, Yujiu Yang, Jiashi Feng, Yao Zhao. *equal contribution ICCV 2023 paper
	Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight Detection Yicheng Xiao, Zhuoyan Luo, Yong Liu, Yue Ma, Hengwei Bian, Yatai Ji, Yujiu Yang, Xiu Li. CVPR 2024 paper / Code
	RIFormer: Keep Your Vision Backbone Effective But Removing Token Mixer Jiahao Wang, Songyang Zhang, Yong Liu, Taiqiang Wu, Yujiu Yang, Xihui Liu, Kai Chen, Ping Luo, Dahua Lin. CVPR 2023 Project / Paper / Code
	Learning Multi-Scale Video-Text Correspondence for Weakly Supervised Temporal Article Gronding Wenjia Geng, Yong Liu, Lei Chen, Sujia Wang, Jie Zhou, Yansong Tang. AAAI 2024
	Multimodal Prototype-Enhanced Network for Few-Shot Action Recognition. Xinzhe Ni, Hao Wen, Yong Liu, Yatai Ji, Yujiu Yang. ICMR 2024 Paper

Academic Challenges Award

	Winner of the LOVEU Workshop Track1: Challenge Long-form Video Question Answering at CVPR, 2024. Yiqin Wang, Haoji Zhang, Yansong Tang, Yong Liu, Jifeng Dai, Jiashi Feng, Xiaojie Jin.
	Winner of The 5th Large-scale Video Object Segmentation Challenge Track3: Referring Video Object Segmentation at ICCV, 2023. Zhuoyan Luo, Yicheng Xiao, *Yong Liu‡*, Yitong Wang, Yansong Tang, Xiu Li, Yujiu Yang. equal contribution, ‡Project lead
	Winner of YouTubeVIS Long Video Instance Challenge at ECCV, 2022. Yong Liu, Jixiang Sun, Yitong Wang, Cong Wei, Yansong Tang, Yujiu Yang.
	2nd Place of Occluded Video Instance Segmentation Challenge at ECCV, 2022. Yong Liu, Jixiang Sun, Yitong Wang, Cong Wei, Yansong Tang, Yujiu Yang.
	3rd Place of YouTube VOS Challenge at CVPR, 2021. Yong Liu, Ran Yu, Xinyuan Zhao, Yujiu Yang.

Workshop Papers

	1st Place Solution for YouTubeVIS Long Video Challenge. Wei Cong, Yong Liu, Jixiang Sun*, Yitong Wang, Yansong Tang, Yujiu Yang. ECCV Workshop 2022 Oral Paper
	2nd Place Solution for OVIS Challenge. Jixiang Sun, Yong Liu, Cong Wei*, Yitong Wang, Yansong Tang, Yujiu Yang. ECCV Workshop 2022 Oral Paper
	Quality-aware and Selective Prior Enhancement Memory Network for Video Object Segmentation Yong Liu, Ran Yu, Xinyuan Zhao, Yujiu Yang. CVPR Workshop 2021 Oral Paper
	Class-Agnostic-Pairwise-Affinity for Semi-supervised Video Object Segmentation. Hui Zhou, Yong Liu, Qiang Zhou, Shanglin Li, Yixing Zhu, Yansong Tang, Yujiu Yang. CVPR Workshop 2022 Paper

Academic Services

Reviewer:
Conference: CVPR, ICCV, ECCV, NeurIPS
Journal: TIP, TCSVT