Yipeng Zhang

I am an Applied Research @eBay. I obtained my Ph.D. from the department of Electrical and Computer Engineering at University of California, Los Angeles under supervisoon of Prof. Vwani Roychowdhury. Before that, I got my Master's degree at University of California San Diego and bachelor's degree at University of Wisconsin Madison, Go Badger!

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Research

Fast Ripple Band High-Frequency Activity Associated with Thalamic Sleep Spindles in Pediatric Epilepsy
Atsuro Daida, Yuanyi Ding, Yipeng Zhang, Shingo Oana, Saarang Panchavati, Benjamin D Edmonds, Samuel S Ahn, Noriko Salamon, Raman Sankar, Aria Fallah, Richard J Staba, Jerome Engel, William Speier, Vwani Roychowdhury, Hiroki Nariai
Clinical Neurophysiology , 2025  
Paper

Investigating LLM Applications in E-Commerce
Chester Palen-Michel, Ruixiang Wang, Yipeng Zhang, David Yu, Canran Xu, Zhe Wu
Arxiv , 2024  
Paper

Coarse-to-Fine Detection of Multiple Seams for Robotic Welding
Pengkun Wei, Shuo Cheng, Dayou Li, Ran Song, Yipeng Zhang, Wei Zhang
International Conference on Intelligent Robots and Systems (IROS) , 2024  
Paper

Multi-scale sampling attention graph convolutional networks for skeleton-based action recognition
Haoyu Tian, Yipeng Zhang, Hanbo Wu, Xin Ma, Yibin Li
Neurocomputing, 2024  
Paper

PyHFO: lightweight deep learning-powered end-to-end high-frequency oscillations analysis application
Yipeng Zhang, Lawrence Liu, Yuanyi Ding, Xin Chen, Tonmoy Monsoor, Atsuro Daida, Shingo Oana, Shaun Hussain, Raman Sankar, Aria Fallah, Cesar Santana-Gomez, Jerome Engel, Richard J Staba, William Speier, Jianguo Zhang, Hiroki Nariai, Vwani Roychowdhury
Journal of Neural Engineering, 2024  
Paper

Optimizing detection and deep learning-based classification of pathological high-frequency oscillations in epilepsy
Tonmoy Monsoor, Yipeng Zhang, Atsuro Daida, Shingo Oana, Qiujing Lu, Shaun A Hussain, Aria Fallah, Raman Sankar, Richard J Staba, William Speier, Vwani Roychowdhury, Hiroki Nariai
Clinical Neurophysiology, 2024  
Paper

Decoding of human identity by computer vision and neuronal vision
Yipeng Zhang, Zahra M. Aghajan, Matias Ison, Qiujing Lu, Hanlin Tang, Guldamla Kalender, Tonmoy Monsoor, Jie Zheng, Gabriel Kreiman, Vwani Roychowdhury, Itzhak Fried
Scientific Reports, 2023  
Paper / Bibtex

Characterizing physiological high-frequency oscillations using deep learning
Yipeng Zhang, Hoyoung Chung, Jacquline P Ngo, Tonmoy Monsoor, Shaun A Hussain, Joyce H Matsumoto, Patricia D Walshaw, Aria Fallah, Myung Shin Sim, Eishi Asano, Raman Sankar, Richard J Staba, Jerome Engel, William Speier, Vwani Roychowdhury, Hiroki Nariai
Journal of Neural Engineering, 2022  
Paper / Code / Bibtex

Action-conditioned On-demand Motion Generation
Qiujing Lu*, Yipeng Zhang*, Mingjian Lu , Vwani Roychowdhury
ACM MultiMedia, 2022  
Paper / Project Page / Code / Bibtex

Refining epileptogenic high-frequency oscillations using deep learning: a reverse engineering approach
Yipeng Zhang , Qiujing Lu, Tonmoy Monsoor, Shaun A. Hussain, Joe X. Qiao, Noriko Salamon, Aria Fallah, Myung Shin Sim, Eishi Asano, Raman Sankar, Richard J. Staba, Jerome Engel, Jr, William Speier, Vwani Roychowdhury, Hiroki Nariai
Brain Communications, 2021  
Paper / Code / Bibtex

Conditional Sequential Slate Optimization
Yipeng Zhang, Mingjian Lu, Saratchandra Indrakanti, Manojkumar Rangasamy Kannadasan, Abraham Bagherjeiran
SIGIR eCom, 2021  
Paper / Bibtex