Kevin Qinghong Lin

Ph.D. Student

Show Lab
National University of Singapore

Email: kevin.qh.lin [at] gmail.com


Biography

I am a Ph.D. student (since 2022.8) in Show Lab @ NUS, working with Prof. Mike Shou.

I work on Vision + Language and Video Understanding, including:

I am open to discussion and collaboration. Feel free to reach out.

News

Publications Google Scholar

ShowUI: One Vision-Language-Action Model for GUI Visual Agent
Kevin QH. Lin, Linjie Li, Difei Gao, Zhengyuan Yang, Shiwei Wu, Zechen Bai, Stan WX. Lei, Lijuan Wang, Mike Z. Shou.

NeurIPS OWA workshop, 2024. Oral
[huggingface model] [paper] [code] [dataset] [demo]
Outstanding Paper Award, NeurIPS Open-World Agents Workshop 2024.

VideoGUI: A Benchmark for GUI Automation from Instructional Videos
Kevin QH. Lin, Linjie Li, Difei Gao, Qinchen Wu, Mingyi Yan, Zhengyuan Yang, Lijuan Wang, Mike Z. Shou.

NeurIPS D&B, 2024. Spotlight
[project] [paper] [code]

Learning Video Context as Interleaved Multimodal Sequences
Kevin QH. Lin, Pengchuan Zhang, Difei Gao, Xide Xia, Joya Chen, Ziteng Gao, Jinheng Xie, Xuhong Xiao, Mike Z. Shou.

ECCV, 2024
[paper] [code]

UniVTG: Towards Unified Video-Language Temporal Grounding
Kevin QH. Lin, Pengchuan Zhang, Joya Chen, Shraman Pramanick, Difei Gao, Alex JP. Wang, Rui Yan, Mike Z. Shou.

ICCV, 2023
[demo] [paper] [code]

Egocentric Video-Language Pretraining
Kevin QH. Lin, Alex JP. Wang, M. Soldan, M. Wray, R. Yan, Eric ZC. Xu, D. Gao, R. Tu, W. Zhao, W. Kong, C. Cai, H. Wang, D. Damen, B. Ghanem, W. Liu, Mike Z. Shou.

NeurIPS, 2022. Spotlight (1.7%)
[project] [paper] [code] [poster]
EgoVis Distinguished Paper Award & PREMIA Best Student Paper Award 2023.
Double champions in Ego4D & Epic-Kitchens CVPR 2022 challenges.

Honors

Service


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