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Yunlong (Yolo) Tang

Ph.D. Student @ UR CS
yunlong.tang AT rochester.edu
yunlong.yolo.tang AT gmail.com


About Me

I’m Yunlong Tang (), a first-year Ph.D. student in Computer Science at University of Rochester (UR), advised by Prof. Chenliang Xu. I obtained B.Eng. (2019-2023) in Intelligence Science & Technology from Southern University of Science and Technology (SUSTech), advised by Prof. Feng Zheng. I was a research intern at Tencent Data Platform, mentored by Ms. Qin Lin and Dr. Wenhao Jiang.

My research focuses on Multimodal Learning, especially Video Understanding & Generation. I also have a keen interest in AI-Agents. I am actively looking for any collaboration. Please feel free to contact me if you are interested!

News

  • [Feb. 2024] Excited to announce I’ll start a summer internship at ByteDance in San Jose, CA.

  • [Dec. 2023] 🔥🔥🔥 Released a survey for Video Understanding with LLMs (arXiv, GitHub).

  • [Aug. 2023] Officially joined in the Chenliang Xu’s Group at UR as a Ph.D. student.

  • [Jul. 2023] One paper accepted to International Computer Music Conference (ICMC) 2023.

  • Show More

Selected Research

* indicates equal contribution.

  1. Pinned
    Video Understanding with Large Language Models: A Survey
    Yunlong Tang*, Jing Bi*, Siting Xu*, Luchuan Song, Susan Liang, Teng Wang, Daoan Zhang, Jie An, Jingyang Lin, Rongyi Zhu, Ali Vosoughi, Chao Huang, Zeliang Zhang, Feng Zheng, Jianguo Zhang, Ping Luo, Jiebo Luo, Chenliang Xu
    Preprint arXiv 2023.
    PDF Project Page BibTex

  2. AVicuna: Audio-Visual LLM with Interleaver and Context-Boundary Alignment for Temporal Referential Dialogue
    Yunlong Tang, Daiki Shimada, Jing Bi, Chenliang Xu
    Under Review 2024.
    PDF

  3. V2Xum-LLM: Cross-Modal Video Summarization with Temporal Prompt Instruction Tuning
    Hang Hua*, Yunlong Tang*, Chenliang Xu, Jiebo Luo
    Under Review 2024.
    PDF

  4. CVPRW
    LLMVA-GEBC: Large Language Model with Video Adapter for Generic Event Boundary Captioning
    Yunlong Tang, Jinrui Zhang, Xiangchen Wang, Teng Wang, Feng Zheng
    CVPR Long-form Video Understanding Workshop 2023.
    PDF Code Workshop Page Certificate BibTex
    Oral Presentation

  5. Caption Anything: Interactive Image Description with Diverse Multimodal Controls
    Teng Wang*, Jinrui Zhang*, Junjie Fei*, Hao Zheng, Yunlong Tang, Zhe Li, Mingqi Gao, Shanshan Zhao
    Preprint arXiv 2023.
    PDF Project Page BibTex News
    GitHub Stars 1.6k+

  6. ACCV
    Multi-modal Segment Assemblage Network for Ad Video Editing with Importance-Coherence Reward
    Yunlong Tang, Siting Xu, Teng Wang, Qin Lin, Qinglin Lu, Feng Zheng
    Asian Conference on Computer Vision (ACCV), 2022.
    PDF Dataset BibTex News

  1. Emo-Avatar: Efficient Monocular Video Style Avatar Editing
    Pinxin Liu*, Luchuan Song*, Daoan Zhang, Hang Hua, Yunlong Tang, Huaijin Tu, Jiebo Luo, Chenliang Xu
    Under Review 2024.
    PDF Project Page

  2. ICMC
    LaunchpadGPT: Language Model as Music Visualization Designer on Launchpad
    Siting Xu*, Yunlong Tang*, Feng Zheng
    International Computer Music Conference (ICMC), 2023.
    PDF Code BibTex
    Oral Presentation

  3. ACCV
    Multi-modal Segment Assemblage Network for Ad Video Editing with Importance-Coherence Reward
    Yunlong Tang, Siting Xu, Teng Wang, Qin Lin, Qinglin Lu, Feng Zheng
    Asian Conference on Computer Vision (ACCV), 2022.
    PDF Dataset BibTex News

  1. Caption Anything: Interactive Image Description with Diverse Multimodal Controls
    Teng Wang*, Jinrui Zhang*, Junjie Fei*, Hao Zheng, Yunlong Tang, Zhe Li, Mingqi Gao, Shanshan Zhao
    Preprint arXiv 2023.
    PDF Project Page BibTex News
    GitHub Stars 1.6k+

Education

  1. University of Rochester (UR)
    Rochester, NY, US  |  Aug. 2023 - Present
    Ph.D. Student in Computer Science
    Advisor: Chenliang Xu

  2. Southern University of Science and Technology (SUSTech)
    Shenzhen, China  |  Aug. 2019 - Jun. 2023
    B.Eng. in Intelligence Science and Technology
    Advisor: Feng Zheng
    Excellent Graduate for Exceptional Performance

Experiences

  1. ByteDance
    San Jose, CA, US  |  May. 2024 - Aug. 2024 (Expected)
    Research & Development Intern
    Mentors: Yiting Liao , Gen Zhan
    Upcoming

  2. SUSTech VIP Lab
    Shenzhen, China  |  Aug. 2022 - Jul. 2023
    Undergraduate Student Researcher
    Advisor: Feng Zheng

  3. Tencent
    Shenzhen, China  |  Sept. 2021 - Aug. 2022
    Research Intern
    Mentors: Qin Lin , Wenhao Jiang

Honors & Awards

Academic Services

Misc

Fun Facts

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"What I cannot create, I do not understand."
—— Richard Feynman
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