publications

\* indicates equal contribution or alphabetic ordering.

2024

  2. The Fallacy of Minimizing Local Regret in the Sequential Task Setting
    Ziping Xu, Kelly Zhang , and Susan Murphy
    arXiv, 2024
  3. Sample Efficient Myopic Exploration Through Multitask Reinforcement Learning with Diverse Tasks
    Ziping Xu, Zifan Xu , Runxuan Jiang , and 2 more authors
    In Proceedings of the International Conference on Learning Representations (ICLR) , 2024
  4. CryoRL: Reinforcement Learning Enables Efficient Cryo-EM Data Collection
    Quanfu Fan , Yilai Li , Yuguang Yao , and 5 more authors
    In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) , 2024
  5. *Online Learning in Bandits with Predicted Context
    Yongyi Guo , Ziping Xu, and Susan Murphy
    In Proceedings of the 27th International Conference on Artificial Intelligence and Statistics (AISTATS), 2024

2023

  1. Coupling Semi-supervised Learning with Reinforcement Learning for Better Decision Making—An application to Cryo-EM Data Collection
    Ziping Xu, Quanfu Fan , Yilai Li , and 5 more authors
    In NeurIPS 2023 AI for Science Workshop , 2023

2022

  1. Optimized Path Planning Surpasses Human Efficiency in cryo-EM Imaging
    Yilai Li , Quanfu Fan , Ziping Xu, and 7 more authors
    eLife, 2022
  2. Big Control Actions Help Multitask Learning of Unstable Linear Systems
    Aditya Modi , Ziping Xu, Mohamad KS Faradonbeh , and 1 more author
    In ICML 2022 Complex feedback in online learning Workshop, 2022
  3. Adaptive Sampling for Discovery
    Ziping Xu, Eunjae Shim , Ambuj Tewari , and 1 more author
    In NeurIPS , 2022
  4. On the Statistical Benefits of Curriculum Learning
    Ziping Xu, and Ambuj Tewari
    In ICML , 2022
  5. MOPA: a Minimalist Off-Policy Approach to Safe-RL
    Hao Sun , Ziping Xu, Zhenghao Peng , and 3 more authors
    In Deep Reinforcement Learning Workshop NeurIPS 2022 , 2022
  6. Supervised Q-Learning for Continuous Control
    Hao Sun , Ziping Xu, Taiyi Wang , and 2 more authors
    In Deep Reinforcement Learning Workshop NeurIPS 2022 , 2022
  7. Predicting Reaction Conditions from Limited Data Through Active Transfer Learning
    Eunjae Shim , Joshua A Kammeraad , Ziping Xu, and 3 more authors
    Chemical Science, 2022

2021

  1. Representation Learning Beyond Linear Prediction Functions
    Ziping Xu, and Ambuj Tewari
    In NeurIPS, 2021
  2. *Bandit Algorithms for Precision Medicine
    Ziping Xu, Yangyi Lu , and Ambuj Tewari
    arXiv preprint arXiv:2108.04782, 2021

2020

  1. Torsionnet: A Reinforcement Learning Approach to Sequential Conformer Search
    Tarun Gogineni , Ziping Xu, Exequiel Punzalan , and 4 more authors
    In NeurIPS, 2020
  3. Meteorological Change and Impacts on Air Pollution: Results from North China
    Ziping Xu, Song Xi Chen , and Xiaoqing Wu
    Journal of Geophysical Research: Atmospheres, 2020

2019

  1. Worst-case Regret Bound for Perturbation Based Exploration
    Ziping Xu, and Ambuj Tewari
    In NeurIPS, 2019

2018

  1. Health Effects of Air Pollution in China
    Wenling Liu , Ziping Xu, and Tianan Yang
    International journal of environmental research and public health, 2018

2017

  1. Cautionary Tales on Air-quality Improvement in Beijing
    Shuyi Zhang , Bin Guo , Anlan Dong , and 3 more authors
    Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 2017