Yanqi Song

4 papers · 2024–2025 · 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14)

Venues

AAAI (1) COLING (1) EMNLP (1) ICLR (1)

Top co-authors

Yu Zhang (3) Ruiheng Liu (3) Bailong Yang (2) Jinyu Zhang (2) Shu Chen (1) Xiao Yuan (1) Yusen Wu (1) Qianhao Ren (1) Jingbo Wang (1) Bujiao Wu (1)

Research topics

Artificial Intelligence (4) Machine Learning (4) Natural Language Processing (3) Core AI (3) Learning Types (3) Application Areas (2) Applications (2) Learning Paradigms (2) Interdisciplinary (1) Generation (1) Resources & Methods (1) Science (1)

Keywords

parameter-efficient tuning (2) semantic parsing (2) large language model (2) continual learning (2) expert selection (1) data leakage (1) security evaluation (1) prompt injection (1) quantum learning (1) circuit complexity (1) inference attack (1) natural language interface (1) sql query (1) continual semantic parsing (1) sql parsing (1) classical shadow (1) quantum state complexity (1) knowledge distillation (1) sample complexity (1) privacy-preserving learning (1)

Papers

Discarding the Crutches: Adaptive Parameter-Efficient Expert Meta-Learning for Continual Semantic Parsing COLING 2025 Filling Memory Gaps: Enhancing Continual Semantic Parsing via SQL Syntax Variance-Guided LLMs Without Real Data Replay AAAI 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