Yapeng Tian
Assistant Professor at The University of Texas at Dallas
Richardson, Texas, United States
Summary
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Rockstar🎓
Top SchoolYapeng Tian is an assistant professor at UT Dallas with nine years of experience focused on core computer vision and computer audition research and translating learning methods into real-world AI applications. He holds a PhD in Computer Science from the University of Rochester and earlier degrees from Tsinghua and Xidian, blending strong theoretical foundations with practical engineering. His trajectory includes research internships at Adobe and Facebook and long-term academic research roles in China and the U.S., reflecting fluency in both industry and academic research cultures. Yapeng’s work emphasizes solving fundamental perception problems, and he brings an experimental mindset that often couples multimodal audio-visual techniques with scalable learning approaches. Based in Richardson, Texas, he balances publishing and mentoring with building systems that bridge lab innovations and applied AI products.
9 years of coding experience
8 years of employment as a software developer
Bachelor's degree, Artificial Intelligence, Bachelor's degree, Artificial Intelligence at Xidian UniversityDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at University of RochesterMaster of Engineering - MEng, Electrical, Electronic and Communications Engineering Technology/Technician, Master of Engineering - MEng, Electrical, Electronic and Communications Engineering Technology/Technician at Tsinghua University
Github Skills (55)
depth-estimation10
pytorch10
artifact10
spectrogram10
re-identification10
mir10
removal10
super-resolution10
denoising10
audio10
speech10
action-recognition10
sound-processing10
optical-flow10
ranking10
Programming languages (3)
Github contributions (5)
YapengTian/Single-Image-Super-Resolution
Oct 2016 - Jun 2021
A collection of high-impact and state-of-the-art SR methods
Contributions:120 commits, 7 PRs, 119 pushes in 4 years 9 months
artbackbonestate-of-the-artvisual-recognitionre-identification
YapengTian/AV-Robustness-CVPR21
Jun 2021 - Mar 2022
Can audio-visual integration strengthen robustness under multimodal attacks?
Contributions:45 commits, 2 PRs, 44 pushes in 9 months
robustnessmultimodalaudioaudio-visualattacks
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