Chuanyi Liu
8 papers · 2023–2026 · 4 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
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(24)
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Hot Topic Early Bird
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Research topics
Deep Learning
(6)
Natural Language Processing
(5)
Machine Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Learning Types · Deep Learning
(3)
Application Areas
(2)
Generation
(2)
Models
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Understanding
(2)
Applications
(1)
Architectures
(1)
Learning Types · Machine Learning
(1)
Keywords
large language model
(4)
text-to-sql parsing
(2)
natural language inference
(1)
prompt engineering
(1)
text generation
(1)
semantic parsing
(1)
question generation
(1)
semantic alignment
(1)
sql generation
(1)
synthetic data
(1)
zeroth-order optimization
(1)
unsupervised reinforcement learning
(1)
tabular data synthesis
(1)
data synthesis
(1)
parallel computation
(1)
self-play fine-tuning
(1)
error-driven learning
(1)
adversarial fine-tuning
(1)
cross-modal generation
(1)
question rewriting
(1)
Papers
AFT-Tab: Adversarial Fine-Tuning for Tabular Data Synthesis with Long Text Columns
ACL 2026
Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in LLMs
ACL 2026
DSQG-Syn: Synthesizing High-quality Data for Text-to-SQL Parsing by Domain Specific Question Generation
NAACL 2025
SPFT-SQL: Enhancing Large Language Model for Text-to-SQL Parsing by Self-Play Fine-Tuning
EMNLP 2025
TS-SQL: Test-driven Self-refinement for Text-to-SQL
EMNLP 2025
Enhancing Text-to-SQL Parsing through Question Rewriting and Execution-Guided Refinement
ACL 2024
ZO-AdaMU Optimizer: Adapting Perturbation by the Momentum and Uncertainty in Zeroth-Order Optimization
AAAI 2024
Once is Enough: A Light-Weight Cross-Attention for Fast Sentence Pair Modeling
EMNLP 2023