Chuan Lei
6 papers · 2021–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird π₯ Mega-Team Β· Squad
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Core Methods
(4)
Learning Types
(3)
Artificial Intelligence
(2)
Computer Science
(2)
Natural Language Processing
(2)
Applications
(2)
Systems
(2)
Deep Learning
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Core AI
(1)
Learning Paradigms
(1)
Representation
(1)
Resources & Methods
(1)
Keywords
relational database
(2)
large language model
(2)
information retrieval
(1)
sql generation
(1)
semantic matching
(1)
predictive modeling
(1)
tabular representation learning
(1)
table retrieval
(1)
query answering
(1)
semantic web
(1)
tabular learning
(1)
adaptive clustering
(1)
table reasoning
(1)
table union search
(1)
self-supervised training
(1)
semantic relatedness
(1)
multi-task fine-tuning
(1)
hierarchical contrastive learning
(1)
graph neural network
(1)
table discovery
(1)
Papers
DiscoverGPT: Multi-task Fine-tuning Large Language Model for Related Table Discovery
NAACL 2025
PolyJoin: Semantic Multi-key Joinable Table Search in Data Lakes
NAACL 2025
4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs
NeurIPS 2024
OpenTab: Advancing Large Language Models as Open-domain Table Reasoners
ICLR 2024
Automatic Table Union Search with Tabular Representation Learning
ACL 2023
Ontology-Enriched Query Answering on Relational Databases
AAAI 2021