Heng Guo

Orcid: 0000-0001-8199-5596

Affiliations:
  • University of Edinburgh, UK
  • Queen Mary University of London, UK (2015 - 2017)
  • University of Wisconsin - Madison, USA (PhD 2015)
  • Peking University, China (former)


According to our database1, Heng Guo authored at least 53 papers between 2009 and 2023.

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Bibliography

2023
Swendsen-Wang dynamics for the ferromagnetic Ising model with external fields.
Inf. Comput., October, 2023

Counting Vertices of Integral Polytopes Defined by Facets.
Discret. Comput. Geom., October, 2023

A simple polynomial-time approximation algorithm for the total variation distance between two product distributions.
TheoretiCS, 2023

Towards derandomising Markov chain Monte Carlo.
Proceedings of the 64th IEEE Annual Symposium on Foundations of Computer Science, 2023

2022
Inapproximability of Counting Hypergraph Colourings.
ACM Trans. Comput. Theory, December, 2022

Rapid Mixing from Spectral Independence beyond the Boolean Domain.
ACM Trans. Algorithms, 2022

Perfect sampling from spatial mixing.
Random Struct. Algorithms, 2022

FKT is Not Universal - A Planar Holant Dichotomy for Symmetric Constraints.
Theory Comput. Syst., 2022

A simple polynomial-time approximation algorithm for total variation distances between product distributions.
CoRR, 2022

Fast sampling of satisfying assignments from random k-SAT.
CoRR, 2022

Sampling from the ferromagnetic Ising model with external fields.
CoRR, 2022

Improving Certified Robustness via Statistical Learning with Logical Reasoning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Improved Bounds for Randomly Colouring Simple Hypergraphs.
Proceedings of the Approximation, 2022

2021
Zeros of Holant Problems: Locations and Algorithms.
ACM Trans. Algorithms, 2021

Counting Solutions to Random CNF Formulas.
SIAM J. Comput., 2021

Fast Sampling and Counting <i>k</i>-SAT Solutions in the Local Lemma Regime.
J. ACM, 2021

Approximately counting bases of bicircular matroids.
Comb. Probab. Comput., 2021

Counting vertices of integer polytopes defined by facets.
CoRR, 2021

2020
Tight bounds for popping algorithms.
Random Struct. Algorithms, 2020

The complexity of planar Boolean #CSP with complex weights.
J. Comput. Syst. Sci., 2020

Local-to-Global Contraction in Simplicial Complexes.
CoRR, 2020

End-to-end Robustness for Sensing-Reasoning Machine Learning Pipelines.
CoRR, 2020

Fast sampling and counting k-SAT solutions in the local lemma regime.
Proceedings of the 52nd Annual ACM SIGACT Symposium on Theory of Computing, 2020

Zeros of ferromagnetic 2-spin systems.
Proceedings of the 2020 ACM-SIAM Symposium on Discrete Algorithms, 2020

2019
A Polynomial-Time Approximation Algorithm for All-Terminal Network Reliability.
SIAM J. Comput., 2019

Approximation via Correlation Decay When Strong Spatial Mixing Fails.
SIAM J. Comput., 2019

Counting Hypergraph Colorings in the Local Lemma Regime.
SIAM J. Comput., 2019

Uniform Sampling Through the Lovász Local Lemma.
J. ACM, 2019

Modified log-Sobolev Inequalities for Strongly Log-Concave Distributions.
Proceedings of the 60th IEEE Annual Symposium on Foundations of Computer Science, 2019

2018
Uniqueness, Spatial Mixing, and Approximation for Ferromagnetic 2-Spin Systems.
ACM Trans. Comput. Theory, 2018

Clifford gates in the Holant framework.
Theor. Comput. Sci., 2018

Holographic algorithms beyond matchgates.
Inf. Comput., 2018

Counting hypergraph colourings in the local lemma regime.
Proceedings of the 50th Annual ACM SIGACT Symposium on Theory of Computing, 2018

Perfect Simulation of the Hard Disks Model by Partial Rejection Sampling.
Proceedings of the 45th International Colloquium on Automata, Languages, and Programming, 2018

Layerwise Systematic Scan: Deep Boltzmann Machines and Beyond.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017
A simple FPRAS for bi-directed reachability.
CoRR, 2017

The Complexity of Approximating complex-valued Ising and Tutte partition functions.
Comput. Complex., 2017

Random cluster dynamics for the Ising model is rapidly mixing.
Proceedings of the Twenty-Eighth Annual ACM-SIAM Symposium on Discrete Algorithms, 2017

On the Complexity of Holant Problems.
Proceedings of the Constraint Satisfaction Problem: Complexity and Approximability, 2017

2016
Holant Problems.
Encyclopedia of Algorithms, 2016

A Complete Dichotomy Rises from the Capture of Vanishing Signatures.
SIAM J. Comput., 2016

#BIS-hardness for 2-spin systems on bipartite bounded degree graphs in the tree non-uniqueness region.
J. Comput. Syst. Sci., 2016

Mapping the complexity of counting problems.
Bull. EATCS, 2016

2015
A Holant Dichotomy: Is the FKT Algorithm Universal?
Proceedings of the IEEE 56th Annual Symposium on Foundations of Computer Science, 2015

2014
The complexity of approximating complex-valued Ising and Tutte partition functions with applications to quantum simulation.
CoRR, 2014

The Complexity of Counting Edge Colorings and a Dichotomy for Some Higher Domain Holant Problems.
Proceedings of the 55th IEEE Annual Symposium on Foundations of Computer Science, 2014

2013
The Complexity of Symmetric Boolean Parity Holant Problems.
SIAM J. Comput., 2013

Approximating the Partition Function of Two-Spin Systems on Bipartite Graphs.
CoRR, 2013

A complete dichotomy rises from the capture of vanishing signatures: extended abstract.
Proceedings of the Symposium on Theory of Computing Conference, 2013

2012
Inapproximability after Uniqueness Phase Transition in Two-Spin Systems.
Proceedings of the Combinatorial Optimization and Applications, 2012

2011
The Complexity of Weighted Boolean #CSP Modulo k.
Proceedings of the 28th International Symposium on Theoretical Aspects of Computer Science, 2011

The Complexity of Symmetric Boolean Parity Holant Problems - (Extended Abstract).
Proceedings of the Automata, Languages and Programming - 38th International Colloquium, 2011

2009
On Model Checking Boolean BI.
Proceedings of the Computer Science Logic, 23rd international Workshop, 2009


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