Ruiheng Liu

5 papers · 2024–2026 · 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

AAAI (2) COLING (1) CVPR (1) EMNLP (1)

Top co-authors

Yu Zhang (4) Bailong Yang (3) Jinyu Zhang (3) Yanqi Song (3) Boyao Zhao (1) Qianhao Ren (1) Weiming Zhang (1) Haozhe Chen (1) Shu Chen (1) Kejiang Chen (1)

Research topics

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

Keywords

large language model (3) semantic parsing (2) parameter-efficient tuning (2) natural language interface (2) continual learning (2) expert selection (1) data leakage (1) security evaluation (1) prompt injection (1) model protection (1) inference attack (1) sql query (1) graph neural network (1) continual semantic parsing (1) sql parsing (1) database security (1) perceptual hashing (1) piracy detection (1) neural network structure (1) direct preference optimization (1)

Papers

SafeNLIDB: A Privacy-Preserving Safety Alignment Framework for LLM-based Natural Language Database Interfaces AAAI 2026 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 Graph-Embedded Structure-Aware Perceptual Hashing for Neural Network Protection and Piracy Detection CVPR 2025 SecureSQL: Evaluating Data Leakage of Large Language Models as Natural Language Interfaces to Databases EMNLP 2024