Tianyi Peng
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Tianyi Peng
Assistant Professor at Columbia University
Decision, Risk, and Operations Division
Email: tianyi.peng [at] columbia [dot] edu
[CV] [GitHub] [linkedin]
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About Me
I am broadly interested in AI for decision-making, with a focus on enhancing real-world systems using techniques like reinforcement learning, experimentation/simulation methods, and generative AI models.
I am a founding member of Cimulate.AI, developing Customer-GPT for e-commerce.
I've collaborated with organizations like Anheuser-Busch InBev, TikTok, and Liberty Mutual. My work with Anheuser-Busch InBev on developing an innovative experimentation platform earned the Daniel H. Wagner Prize in 2022 (INFORMS news). My research has also received the APS Best Student Paper Prize and RMP Jeff McGill Student Paper Award.
I hold a Ph.D. from MIT and a Bachelor's in Computer Science from Tsinghua University (Yao Class).
Publications
Publications in Quantum (A previous life..)
Quantum Queuing Delay
Wenhan Dai, Tianyi Peng, Moe Win
IEEE Journal on Selected Areas in Communications (IEEE-JSAC), vol. 38, no. 3, pp. 605-618, 2020
[link], [pdf]
Optimal Remote Entanglement Distribution
Wenhan Dai, Tianyi Peng, Moe Win
IEEE Journal on Selected Areas in Communications (IEEE-JSAC), vol. 38, no. 3, pp. 540-556, 2020
[link], [pdf]
Simulating Large Quantum Circuits on a Small Quantum Computer
Tianyi Peng, Maris Ozols, Aram Harrow, Xiaodi Wu
Physical Review Letters 125, 150504 (2020) (PRL)
[link]
[arxiv]
Remote State Preparation for Multiple Parties
Wenhan Dai, Tianyi Peng, Moe Win
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2019), Invited Paper
[pdf], [link]
Quantum Uncertainty Relation of Coherence
Xiao Yuan, Ge Bai, Tianyi Peng, Xiongfeng Ma
Physical Review A 96 (3), 032313 (2017)
[link]
[arxiv]
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