publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2022

  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
    under review 2022
    PDF
  2. Big Control Actions Help Multitask Learning of Unstable Linear Systems
    Aditya Modi, Ziping Xu, Mohamad KS Faradonbeh, and 1 more author
    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
    PDF
  4. On the Statistical Benefits of Curriculum Learning
    Ziping Xu, and Ambuj Tewari
    In ICML 2022
    PDF
  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
    PDF
  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
    PDF
  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
    PDF

2021

  1. Representation Learning Beyond Linear Prediction Functions
    Ziping Xu, and Ambuj Tewari
    NeurIPS 2021
    PDF
  2. Bandit Algorithms for Precision Medicine
    Yangyi Lu, Ziping Xu, and Ambuj Tewari
    arXiv preprint arXiv:2108.04782 2021
    PDF
  3. Decision Making Problems with Funnel Structure: A Multi-task Learning Approach with Application to Email Marketing Campaigns
    Ziping Xu, Amirhossein Meisami, and Ambuj Tewari
    In AISTATS 2021
    PDF

2020

  1. Torsionnet: A Reinforcement Learning Approach to Sequential Conformer Search
    Tarun Gogineni, Ziping Xu, Exequiel Punzalan, and 4 more authors
    NeurIPS 2020
    PDF
  2. Reinforcement Learning in Factored MDPs: Oracle-efficient Algorithms and Tighter Regret Bounds for the Non-episodic Setting
    Ziping Xu, and Ambuj Tewari
    NeurIPS 2020
    PDF
  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
    PDF

2019

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

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
    PDF

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
    PDF