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Tian, Yapeng

Dr. Yapeng Tian

Assistant Professor

Degrees:

  • Ph.D., Computer Science, University of Rochester, 2022
  • M.S., Electronic Engineering, Tsinghua University, 2017
  • B.S., Electronic Engineering, Xidian University, 2013

Research Interests:

  • Computer Vision
  • Computer Audition
  • Multimodal Learning

Major Honors and Awards:

  • CVPR Doctoral Consortium Travel Award, 2022
  • Outstanding Graduate of Tsinghua University, 2017
  • Outstanding Master Thesis Award, Tsinghua University, 2017

Notable Service:

Organizing Committee:

  • Tutorial on Audio-Visual Scene Understanding, CVPR 2021
  • Tutorial on Audio-Visual Scene Understanding, WACV 2021

Senior Program Committee or Area Chair:

  • AAAI: AAAI Conference on Artificial Intelligence, 2023

Program Committee:

  • CVPR: IEEE/CVF Conference on Computer Vision and Pattern Recognition
  • ICCV: IEEE/CVF International Conference on Computer Vision
  • ECCV: European Conference on Computer Vision
  • NeurIPS: Conference on Neural Information Processing Systems
  • ICLR: International Conference on Learning Representations
  • AAAI: AAAI Conference on Artificial Intelligence
  • ICML: International Conference on Machine Learning

Representative Publications:

  • Learning to Answer Questions in Dynamic Audio-Visual Scenarios. — Guangyao Li, Yake Wei, Yapeng Tian, Chenliang Xu, Ji-Rong Wen, and Di Hu. IEEE/CVF, Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
  • Can audio-visual integration strengthen robustness under multimodal attacks? — Yapeng Tian, and Chenliang Xu. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
  • Cyclic Co-Learning of Sounding Object Visual Grounding and Sound Separation. — Yapeng Tian, Di Hu, and Chenliang Xu. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
  • Unified Multisensory Perception: Weakly-Supervised Audio-Visual Video Parsing. — Yapeng Tian, Dingzeyu Li, and Chenliang Xu. European Conference on Computer Vision (ECCV), 2020.
  • TDAN: Temporally-Deformable Alignment Network for Video Super-Resolution. — Yapeng Tian, Yulun Zhang, Yun Fu, and Chenliang Xu. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
  • Audio-Visual Event Localization in Unconstrained Videos.  — Yapeng Tian, Jing Shi, Bochen Li, Zhiyao Duan, and Chenliang Xu. European Conference on Computer Vision (ECCV), 2018

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Department of Computer Science