Publications

Recent Publications

  • Generalized Synthetic Control for TestOps at ABI: Models, Algorithms, and Infrastructure
    With Luis Costa, Vivek F. Farias, Patricio Foncea, Jingyuan (Donna) Gan, Ayush Garg, Ivo Rosa Montenegro, Kumarjit Pathak, and Dusan Popovic

    • Selected as a Finalist for Wagner Prize, 2022

  • Markovian Interference in Experiments
    With Vivek F. Farias, Andrew A. Li, and Andrew Zheng

    • Selected as a Finalist for Applied Probability Socity APS Student Paper Competition, 2022 [arxiv]

  • Synthetically Controlled Bandits
    Vivek F. Farias, Ciamac Moallemi, Tianyi Peng, Andrew Zheng (alphabetical order)
    [arxiv]

  • Uncertainty Quantification For Low-Rank Matrix Completion With Heterogeneous and Sub-Exponential Noise
    Vivek F. Farias, Andrew A. Li, Tianyi Peng (alphabetical order)
    Accepted by the 25th International Conference on Artificial Intelligence and Statistics (AISTATS 2022)
    [arxiv]

  • Learning Treatment Effects in Panels with General Intervention Patterns
    Vivek F. Farias, Andrew A. Li, Tianyi Peng (alphabetical order)
    The Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS 2021, Oral (~0.6%))
    [arxiv]

  • Near-Optimal Entrywise Anomaly Detection for Low-Rank Matrices with Sub-Exponential Noise
    Vivek F. Farias, Andrew A. Li, Tianyi Peng (alphabetical order)
    The Thirty-eighth International Conference on Machine Learning (ICML 2021)
    [arxiv]

  • The Limits to Learning a Diffusion Model
    Jackie Baek, Vivek F. Farias, Andreea Georgescu, Retsef Levi, Tianyi Peng, Deeksha Sinha, Joshua Wilde, Andrew Zheng (alphabetical order)
    The Twenty-Second ACM Conference on Economics and Computation (EC 2021)
    [arxiv]

Publications in Quantum

I also did some research on quantum information science.

  • 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]

    • Preliminary version: Queuing Delay for Quantum Networks
      International Conference on Computing, Networking and Communications (ICNC 2020)

  • 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]

    • Preliminary version: Optimal Protocols for Entanglement Swapping and Distribution
      Best Paper Award, International Conference on Computing, Networking and Communications (ICNC 2020)

  • 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]

  • An Allometric Scaling for the Number of Representative Nodes in Social Networks
    Liang Zhao, Tianyi Peng
    Sixth International Winter School and Conference on Network Science (NetSci-X 2020)
    [link]

  • Efficient and Robust Physical Layer Key Generation
    Tianyi Peng, Wenhan Dai, Moe Win
    Military Communications Conference 2019 (MILCOM 2019)
    [link]

  • 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]

  • Tight Detection Efficiency Bounds of Bell Tests In No-signaling Theories
    Zhu Cao, Tianyi Peng (co-first author)
    Physical Review A 94, 042126 (2016)
    [link] [arxiv]