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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

| Resume

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’ve interned at ByteDance and Tencent.

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

Research

| Full List

* Equal Contribution | † Corresponding Author

  1. Video Understanding with Large Language Models: A Survey
    Yunlong Tang*, Jing Bi*, Siting Xu*, Luchuan Song, Susan Liang, Teng Wang, ... , Feng Zheng, Jianguo Zhang, Ping Luo, Jiebo Luo, Chenliang Xu† (total 20 authors)
    Preprint arXiv 2023.
    PDF Project Page BibTex GitHub stars
    GitHub Stars 1k+

  2. 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
    GitHub Stars 1.6k+

  1. ACM MM
    EAGLE: Egocentric AGgregated Language-video Engine
    Jing Bi, Yunlong Tang, Luchuan Song, Ali Vosoughi, Nguyen Nguyen, Chenliang Xu†
    ACM International Conference on Multimedia (ACM MM), 2024.

  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 BibTex

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

  4. Do More Details Always Introduce More Hallucinations in LVLM-based Image Captioning?
    Mingqian Feng, Yunlong Tang, Zeliang Zhang, Chenliang Xu†
    Under Review 2024.
    PDF BibTex

  5. Video Understanding with Large Language Models: A Survey
    Yunlong Tang*, Jing Bi*, Siting Xu*, Luchuan Song, Susan Liang, Teng Wang, ... , Feng Zheng, Jianguo Zhang, Ping Luo, Jiebo Luo, Chenliang Xu† (total 20 authors)
    Preprint arXiv 2023.
    PDF Project Page BibTex GitHub stars
    GitHub Stars 1k+

  6. 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 GitHub stars
    Oral Presentation

  7. 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
    GitHub Stars 1.6k+

  8. 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 GitHub stars

  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

  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
    GitHub Stars 1.6k+

  1. 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 GitHub stars
    Oral Presentation

Education

| LinkedIn
  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

| LinkedIn
  1. ByteDance
    San Jose, CA, US  |  May. 2024 - Aug. 2024
    Research Intern
    Mentors: Gen Zhan , Yiting Liao

  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

| Posts

Fun Facts

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