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---
layout: archive
title: "Conferences & Talks"
permalink: /talks/
author_profile: true
---

{% if site.talkmap_link == true %}

<p style="text-decoration:underline;"><a href="/talkmap.html">See a map of all the places I've given a talk!</a></p>

{% endif %}

{% comment %}
{% for post in site.talks reversed %}
  {% include archive-single-talk.html %}
{% endfor %}
{% endcomment %}

---
layout: archive
title: ""
permalink: /publications/
author_profile: true
---

{% if author.googlescholar %}
  You can also find my articles on <u><a href="{{author.googlescholar}}">my Google Scholar profile</a>.</u>
{% endif %}

{% include base_path %}

<!--{% for post in site.publications reversed %}
  {% include archive-single.html %}
{% endfor %}-->

* *Learning Neural Traffic Rules*.\
   **Xuan Zhang**, Xifeng Gao, Kui Wu, Zherong Pan\
  Manuscript 2023 [available soon]\
  <div style="display: flex; justify-content: space-between;">
    <img src="UNSEEN1_SP.gif" alt="Description 1" style="width: 30%; margin-right: 2%;">
    <img src="UNSEEN1_IL.gif" alt="Description 2" style="width: 30%; margin-right: 2%;">
    <img src="UNSEEN1_RL.gif" alt="Description 3" style="width: 30%;">
   </div>
* *Jointly Improving the Sample and Communication Complexities in Decentralized Stochastic Minimax Optimization*.\
   **Xuan Zhang**, Gabriel Mancino-Ball, Necdet Serhat Aybat, Yangyang Xu\
  Manuscript 2023 [[arXiv]](https://arxiv.org/abs/2307.09421)
* *SAPD+: An Accelerated Stochastic Method for Nonconvex-Concave Minimax Problems*. \
  **Xuan Zhang**, Necdet Serhat Aybat, Mert Gürbüzbalaban \
  NeurIPS 2022 [[NeurIPS]](https://papers.nips.cc/paper_files/paper/2022/hash/880d8999c07a8efc9bbbeb0c38f50765-Abstract-Conference.html) [[arXiv]](https://arxiv.org/abs/2205.15084)
* *Robust Accelerated Primal-dual Methods for Computing Saddle Points*.\
   **Xuan Zhang**, Necdet Serhat Aybat, Mert Gürbüzbalaban\
  Manuscript 2021 [[arXiv]](https://arxiv.org/abs/2111.12743), Accepted by SIAM Journal on Optimization in 2023-9