Fangquan Lin
5 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
📈
Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Natural Language Processing
(2)
Application Areas
(2)
Core AI
(2)
Resources & Methods
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Applications · Data Science & Analytics
(1)
Applications · Natural Language Processing
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
large language model
(3)
contrastive learning
(1)
reinforcement learning
(1)
sample efficiency
(1)
curriculum learning
(1)
mathematical reasoning
(1)
theorem proving
(1)
instruction tuning
(1)
pointwise mutual information
(1)
data selection
(1)
recommendation system
(1)
recommender system
(1)
entity extraction
(1)
knowledge graph completion
(1)
user representation
(1)
formal logic
(1)
negative sampling
(1)
natural language interface
(1)
formal theorem proving
(1)
mathematical programming
(1)
Papers
Filter-then-Generate: Large Language Models with Structure-Text Adapter for Knowledge Graph Completion
COLING 2025
Scale Down to Speed Up: Dynamic Data Selection for Reinforcement Learning
EMNLP 2025
BC-Prover: Backward Chaining Prover for Formal Theorem Proving
EMNLP 2024
Solving General Natural-Language-Description Optimization Problems with Large Language Models
NAACL 2024
Dynamic Popularity-Aware Contrastive Learning for Recommendation
ACML 2021