Ruiheng Liu
5 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(4)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
AAAI (2)
COLING (1)
CVPR (1)
EMNLP (1)
Top co-authors
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
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
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