Chuanyi Liu
8 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (22) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
ACL (3)
EMNLP (3)
AAAI (1)
NAACL (1)
Top co-authors
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 datum
(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
TS-SQL: Test-driven Self-refinement for Text-to-SQL
EMNLP 2025
SPFT-SQL: Enhancing Large Language Model for Text-to-SQL Parsing by Self-Play Fine-Tuning
EMNLP 2025
DSQG-Syn: Synthesizing High-quality Data for Text-to-SQL Parsing by Domain Specific Question Generation
NAACL 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