Haoyang Liu
11 papers · 2021–2026 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (29) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze π Grand Slam
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Triple Crown
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(54)
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Century Club Β· Bronze
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Research topics
Machine Learning
(8)
Artificial Intelligence
(6)
Core AI
(5)
Learning Types
(4)
Optimization & Theory Β· Machine Learning
(4)
Deep Learning
(3)
Mathematics & Optimization
(3)
Application Areas
(3)
Optimization
(3)
Core Methods
(2)
Learning Paradigms
(2)
Optimization & Theory Β· Deep Learning
(2)
Computer Science
(1)
Natural Language Processing
(1)
Applications
(1)
Keywords
combinatorial optimization
(3)
mixed integer linear programming
(3)
dataset distillation
(2)
image classification
(1)
domain generalization
(1)
sequence labeling
(1)
adversarial robustness
(1)
optimal transport
(1)
mathematical reasoning
(1)
knowledge distillation
(1)
relation extraction
(1)
information extraction
(1)
named entity recognition
(1)
bert model
(1)
branch and bound
(1)
adversarial training
(1)
distribution matching
(1)
mixed integer programming
(1)
time complexity
(1)
text classification
(1)
Papers
CoCo-MILP: Inter-Variable Contrastive and Intra-Constraint Competitive MILP Solution Prediction
AAAI 2026
Rethinking Entropy Interventions in RLVR: An Entropy Change Perspective
ACL 2026
Apollo-MILP: An Alternating Prediction-Correction Neural Solving Framework for Mixed-Integer Linear Programming
ICLR 2025
Dataset Distillation via the Wasserstein Metric
ICCV 2025
MGG-Net: A Multi-Modal Feature Extraction and Global-Aware Feature Graph-Based Deep Learning Network for MGMT Status Classification in Glioma
MICCAI 2025
Towards Adversarially Robust Dataset Distillation by Curvature Regularization
AAAI 2025
Accelerating PDE Data Generation via Differential Operator Action in Solution Space
ICML 2024
Foundation Model-oriented Robustness: Robust Image Model Evaluation with Pretrained Models
ICLR 2024
MILP-StuDio: MILP Instance Generation via Block Structure Decomposition
NeurIPS 2024
Rethinking Branching on Exact Combinatorial Optimization Solver: The First Deep Symbolic Discovery Framework
ICLR 2024
UIUC_BioNLP at SemEval-2021 Task 11: A Cascade of Neural Models for Structuring Scholarly NLP Contributions
SemEval 2021