Hong Xu

Orcid: 0000-0001-7874-4518

Affiliations:
  • IBM, San Francisco, CA, USA
  • University of Southern California, Los Angeles, CA, USA (former)


According to our database1, Hong Xu authored at least 34 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of two.

Timeline

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Bibliography

2024
MSDEnet: Multi-scale detail enhanced network based on human visual system for medical image segmentation.
Comput. Biol. Medicine, March, 2024

2023
CTransCNN: Combining transformer and CNN in multilabel medical image classification.
Knowl. Based Syst., December, 2023

CAENet: Contrast adaptively enhanced network for medical image segmentation based on a differentiable pooling function.
Comput. Biol. Medicine, December, 2023

CheXNet: Combing Transformer and CNN for Thorax Disease Diagnosis from Chest X-ray Images.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

2020
Decision Tree Learning-Inspired Dynamic Variable Ordering for the Weighted CSP.
Proceedings of the Thirteenth International Symposium on Combinatorial Search, 2020

Hybrid Quantum-Classical Algorithms for Solving the Weighted CSP.
Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2020

Identifying Incorrect Labels in the CoNLL-2003 Corpus.
Proceedings of the 24th Conference on Computational Natural Language Learning, 2020

Learning Embeddings of Directed Networks with Text-Associated Nodes - with Application in Software Package Dependency Networks.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
Intelligently recommending key bindings on physical keyboards with demonstrations in Emacs.
Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019

Quadratic Reformulation of Nonlinear Pseudo-Boolean Functions via the Constraint Composite Graph.
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2019

Model Asset eXchange: Path to Ubiquitous Deep Learning Deployment.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018
Learning Embeddings of Directed Networks with Text-Associated Nodes - with Applications in Software Package Dependency Networks.
CoRR, 2018

Overview: A Hierarchical Framework for Plan Generation and Execution in Multi-Robot Systems.
CoRR, 2018

Message Passing Algorithms for Semiring-Based and Valued Constraint Satisfaction Problems.
Proceedings of the Eleventh International Symposium on Combinatorial Search, 2018

Solving Multiagent Constraint Optimization Problems on the Constraint Composite Graph.
Proceedings of the PRIMA 2018: Principles and Practice of Multi-Agent Systems - 21st International Conference, Tokyo, Japan, October 29, 2018

Towards Understanding the Min-Sum Message Passing Algorithm for the Minimum Weighted Vertex Cover Problem: An Analytical Approach.
Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2018

Constraint Composite Graph-Based Lifted Message Passing for Distributed Constraint Optimization Problems.
Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2018

The Buss Reduction for the k-Weighted Vertex Cover Problem.
Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2018

Alert Generation in Execution Monitoring Using Resource Envelopes.
Proceedings of the Thirty-First International Florida Artificial Intelligence Research Society Conference, 2018

A Warning Propagation-Based Linear-Time-and-Space Algorithm for the Minimum Vertex Cover Problem on Giant Graphs.
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2018

Towards Effective Deep Learning for Constraint Satisfaction Problems.
Proceedings of the Principles and Practice of Constraint Programming, 2018

2017
Overview: A Hierarchical Framework for Plan Generation and Execution in Multirobot Systems.
IEEE Intell. Syst., 2017

Measuring Territorial Control in Civil Wars Using Hidden Markov Models: A Data Informatics-Based Approach.
CoRR, 2017

Overview: Generalizations of Multi-Agent Path Finding to Real-World Scenarios.
CoRR, 2017

A Linear-Time and Linear-Space Algorithm for the Minimum Vertex Cover Problem on Giant Graphs.
Proceedings of the Tenth International Symposium on Combinatorial Search, 2017

Summary: Multi-Agent Path Finding with Kinematic Constraints.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

A Distributed Logical Filter for Connected Row Convex Constraints.
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

The Nemhauser-Trotter Reduction and Lifted Message Passing for the Weighted CSP.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2017

A Constraint Composite Graph-Based ILP Encoding of the Boolean Weighted CSP.
Proceedings of the Principles and Practice of Constraint Programming, 2017

Min-Max Message Passing and Local Consistency in Constraint Networks.
Proceedings of the AI 2017: Advances in Artificial Intelligence, 2017

2016
Improved Solvers for Bounded-Suboptimal Multi-Agent Path Finding.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

SAGL: A New Heuristic for Multi-Robot Routing with Complex Tasks.
Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

A New Solver for the Minimum Weighted Vertex Cover Problem.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2016

Multi-Agent Path Finding with Kinematic Constraints.
Proceedings of the Twenty-Sixth International Conference on Automated Planning and Scheduling, 2016


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