Haoyu Peter Wang
5 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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The Questioner
Venues
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Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Deep Learning
(3)
Core AI
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Architectures
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization
(1)
Resources & Methods
(1)
Keywords
combinatorial optimization
(3)
unsupervised learning
(2)
neural network
(2)
belief propagation
(1)
graph optimization
(1)
directed graph
(1)
positional encoding
(1)
discrete diffusion model
(1)
text-attributed graph
(1)
statistical physics
(1)
adaptive aggregation
(1)
large language model
(1)
graph neural network
(1)
magnetic laplacian
(1)
objective relaxation
(1)
walk profile
(1)
llm-based encoders
(1)
task-aware prompting
(1)
transfer learning
(1)
policy gradient
(1)
Papers
Generalization Principles for Inference over Text-Attributed Graphs with Large Language Models
ICML 2025
Scalable Discrete Diffusion Samplers: Combinatorial Optimization and Statistical Physics
ICLR 2025
What Are Good Positional Encodings for Directed Graphs?
ICLR 2025
Unsupervised Learning for Combinatorial Optimization Needs Meta Learning
ICLR 2023
Unsupervised Learning for Combinatorial Optimization with Principled Objective Relaxation
NeurIPS 2022