Haoyu Geng
4 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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Taxonomy Completionist
(13)
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Hot Topic Early Bird
Venues
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Research topics
Machine Learning
(4)
Application Areas
(3)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Core Methods
(2)
Learning Types
(2)
Optimization
(2)
Computer Science
(1)
Deep Learning
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Foundations
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Keywords
supervised learning
(2)
combinatorial optimization
(2)
bayesian inference
(1)
matrix completion
(1)
closed-form solution
(1)
graph signal processing
(1)
continuous time
(1)
travelling salesman problem
(1)
predictive optimization
(1)
sequential recommendation
(1)
recommender system
(1)
user behavior modeling
(1)
non-autoregressive model
(1)
attention network
(1)
self-modulating attention
(1)
learning-based solver
(1)
decision quality
(1)
predictive combinatorial optimization
(1)
graph signal sampling
(1)
benchmark evaluation
(1)
Papers
Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search
ICLR 2025
Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime
NeurIPS 2024
Graph Signal Sampling for Inductive One-Bit Matrix Completion: a Closed-form Solution
ICLR 2023
Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation
ICML 2021