Yanqi Song
4 papers · 2024–2025 · 4 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(4)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
AAAI (1)
COLING (1)
EMNLP (1)
ICLR (1)
Top co-authors
Keywords
semantic parsing
(2)
large language model
(2)
parameter-efficient tuning
(2)
continual learning
(2)
data leakage
(1)
security evaluation
(1)
prompt injection
(1)
inference attack
(1)
natural language interface
(1)
sql query
(1)
continual semantic parsing
(1)
sql parsing
(1)
knowledge distillation
(1)
privacy-preserving learning
(1)
expert selection
(1)
Papers
Filling Memory Gaps: Enhancing Continual Semantic Parsing via SQL Syntax Variance-Guided LLMs Without Real Data Replay
AAAI 2025
Discarding the Crutches: Adaptive Parameter-Efficient Expert Meta-Learning for Continual Semantic Parsing
COLING 2025
Learning the Complexity of Weakly Noisy Quantum States
ICLR 2025
SecureSQL: Evaluating Data Leakage of Large Language Models as Natural Language Interfaces to Databases
EMNLP 2024