Feiran Huang
7 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(22)
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Hot Topic Early Bird
Venues
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Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Applications · Natural Language Processing
(2)
Core Methods
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Data Science & Analytics
(1)
Reinforcement Learning
(1)
Applications · Data Science & Analytics
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Keywords
large language model
(3)
database schema
(2)
graph neural network
(2)
benchmark evaluation
(1)
collaborative filtering
(1)
mathematical reasoning
(1)
embedding learning
(1)
fact verification
(1)
claim verification
(1)
information retrieval
(1)
multimodal learning
(1)
document retrieval
(1)
graph structure
(1)
sql generation
(1)
knowledge graph
(1)
semantic similarity
(1)
node classification
(1)
retrieval-augmented generation
(1)
data contamination
(1)
preference learning
(1)
Papers
Benchmarking LLMs’ Mathematical Reasoning with Unseen Random Variables Questions
AAAI 2026
LLM Collaborative Filtering: User-Item Graph as New Language
AAAI 2026
Structure-Guided Large Language Models for Text-to-SQL Generation
ICML 2025
Text-Attributed Graph Learning with Coupled Augmentations
COLING 2025
Evidence Retrieval is almost All You Need for Fact Verification
ACL 2024
Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM
ACL 2024
Reinforced Adaptive Knowledge Learning for Multimodal Fake News Detection
AAAI 2024