Liangcai Gao
13 papers · 2020–2026 · 8 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (35) π Academic Marathon Β· Sprint π£ Hot Topic Early Bird
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Renaissance Researcher
(7)
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The Questioner
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Research topics
Deep Learning
(11)
Machine Learning
(8)
Architectures
(7)
Core Methods
(7)
Artificial Intelligence
(4)
Computer Vision
(4)
Natural Language Processing
(4)
Core AI
(4)
Generation
(4)
Learning Types
(3)
Knowledge & Reasoning
(2)
Mathematics & Optimization
(2)
Domain-Specific
(2)
Mathematics
(2)
Models
(2)
Keywords
graph neural network
(5)
persistent homology
(4)
topological feature
(3)
logical reasoning
(2)
link prediction
(2)
algorithmic reasoning
(2)
graph representation learning
(2)
benchmark evaluation
(1)
text generation
(1)
transformer architecture
(1)
mathematical reasoning
(1)
algebraic topology
(1)
inductive reasoning
(1)
text summarization
(1)
semantic segmentation
(1)
headline generation
(1)
program synthesis
(1)
symbolic reasoning
(1)
image editing
(1)
geometry problem solving
(1)
Papers
Clair Obscur: an Illumination-Aware Method for Real-World Image Vectorization
CVPR 2026
Do Large Language Models excel in Complex Logical Reasoning with Formal Language?
EMNLP 2025
Enhancing Graph Representation Learning with Localized Topological Features
JMLR 2025
GlyphSR: A Simple Glyph-Aware Framework for Scene Text Image Super-Resolution
AAAI 2025
LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning
ACL 2025
TAMER: Tree-Aware Transformer for Handwritten Mathematical Expression Recognition
AAAI 2025
GeoDRL: A Self-Learning Framework for Geometry Problem Solving using Reinforcement Learning in Deductive Reasoning
ACL 2023
Improving Table Structure Recognition With Visual-Alignment Sequential Coordinate Modeling
CVPR 2023
CoMER: Modeling Coverage for Transformer-Based Handwritten Mathematical Expression Recognition
ECCV 2022
Cycle Representation Learning for Inductive Relation Prediction
ICML 2022
Neural Approximation of Graph Topological Features
NeurIPS 2022
Link Prediction with Persistent Homology: An Interactive View
ICML 2021
Automatic Generation of Headlines for Online Math Questions
AAAI 2020