Lin-Han Jia
6 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(21)
Top co-authors
Research topics
Machine Learning
(6)
Learning Types · Machine Learning
(5)
Application Areas
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Core AI
(2)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Applications
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Reasoning
(1)
Representation
(1)
Keywords
distribution shift
(2)
large language model
(2)
semi-supervised learning
(2)
mathematical reasoning
(1)
constraint solving
(1)
knowledge representation
(1)
test-time adaptation
(1)
formal methods
(1)
covariate shift
(1)
generalization error
(1)
classification error
(1)
formal language
(1)
neuro-symbolic ai
(1)
domain shift
(1)
reasoning capability
(1)
unlabeled data
(1)
label distribution
(1)
distribution discrepancy
(1)
neuro-symbolic system
(1)
neuro-symbolic approach
(1)
Papers
Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models
IJCAI 2025
VCSearch: Bridging the Gap Between Well-Defined and Ill-Defined Problems in Mathematical Reasoning
EMNLP 2025
Verification Learning: Make Unsupervised Neuro-Symbolic System Feasible
ICML 2025
Realistic Evaluation of Semi-supervised Learning Algorithms in Open Environments
ICLR 2024
Bidirectional Adaptation for Robust Semi-Supervised Learning with Inconsistent Data Distributions
ICML 2023
ODS: Test-Time Adaptation in the Presence of Open-World Data Shift
ICML 2023