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lfcs-interest - [LFCS seminar] 07 Oct: Zongchen Chen, Georgia Institute of Technology (Georgia Tech): New Rapid Mixing Results for the Hardcore Model

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  • From: Ohad Kammar <ohad.kammar@ed.ac.uk>
  • To: "inf-seminars@mlist.is.ed.ac.uk " <inf-seminars@mlist.is.ed.ac.uk>, "LFCS Interest" <lfcs-interest@mlist.is.ed.ac.uk>
  • Cc: Zongchen Chen <chenzongchen@gatech.edu>
  • Subject: [LFCS seminar] 07 Oct: Zongchen Chen, Georgia Institute of Technology (Georgia Tech): New Rapid Mixing Results for the Hardcore Model
  • Date: Wed, 1 Oct 2025 07:00:21 +0000

Hi,

We'll have an LFCS seminar next week:

  Tuesday, 07 Oct, 4.10pm
  Zongchen Chen, Georgia Institute of Technology (Georgia Tech)

  The seminar will take place in-person only.


We're synchronising the seminar time with the teaching timetable, and
plan to start the talk at the advertised time, so please arrive a minute or two
earlier.


In detail:

----------------------------------------------------------------------
Zongchen Chen, Georgia Institute of Technology (Georgia Tech)
https://sites.gatech.edu/zongchenchen/

  Tue, 07 Oct, 4.10pm
  Venue: IF G.03



Title: New Rapid Mixing Results for the Hardcore Model

Abstract

Over the past decades, a fascinating computational phase transition
has been identified in sampling weighted independent sets from the
hardcore model. However, the computational complexity at the
critical point remains poorly understood, as previous algorithmic
and hardness results all required a constant slack from this
threshold. In this talk, I will introduce our recent result on
resolving this open question at the critical threshold, thus
completing the picture of the computational phase transition.
Specifically, we show that for the critical hardcore model, the mixing
time of Glauber dynamics is always polynomial and in the worst case
super-linear in the number of vertices. Furthermore, we establish
that on random regular graphs, rapid mixing holds far beyond the
uniqueness threshold, showing that the worst-case and average-case
complexities of sampling from the hardcore model are fundamentally
different. Based on joint work with Xiaoyu Chen, Zejia Chen, Tianhui
Jiang, Yitong Yin, and Xinyuan Zhang.


----------------------------------------------------------------------

Upcoming seminars:
------------------
14 Oct: Bruno Cavalar, University of Oxford

21 Oct: Xinyuan Zhang, Nanjing University

28 Oct: Patrick Totzke, University of Liverpool: Optimally Controlling a Random
        Population


If you would like to propose a speaker, or speak yourself, please contact me.
The seminar webpages:
http://web.inf.ed.ac.uk/lfcs/events/lfcs-seminars

Yours,
Ohad.


The University of Edinburgh is a charitable body, registered in Scotland, with registration number SC005336. Is e buidheann carthannais a th’ ann an Oilthigh Dhùn Èideann, clàraichte an Alba, àireamh clàraidh SC005336.

  • [LFCS seminar] 07 Oct: Zongchen Chen, Georgia Institute of Technology (Georgia Tech): New Rapid Mixing Results for the Hardcore Model, Ohad Kammar, 10/01/2025

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