| 2026 | AAAI | SafeNLIDB: A Privacy-Preserving Safety Alignment Framework for LLM-based Natural Language Database Interfaces. | Ruiheng Liu, Xiaobing Chen, Jinyu Zhang, Qiongwen Zhang, Yu Zhang, Bailong Yang |
| 2025 | AAAI | Filling Memory Gaps: Enhancing Continual Semantic Parsing via SQL Syntax Variance-Guided LLMs Without Real Data Replay. | Ruiheng Liu, Jinyu Zhang, Yanqi Song, Yu Zhang, Bailong Yang |
| 2025 | COLING | Discarding the Crutches: Adaptive Parameter-Efficient Expert Meta-Learning for Continual Semantic Parsing. | Ruiheng Liu, Jinyu Zhang, Yanqi Song, Yu Zhang, Bailong Yang |
| 2025 | CVPR | Graph-Embedded Structure-Aware Perceptual Hashing for Neural Network Protection and Piracy Detection. | Ruiheng Liu, Haozhe Chen, Boyao Zhao, Kejiang Chen, Weiming Zhang |
| 2025 | IROS | UVS: A Novel Underwater Vehicle with Integrated VCMS-Thrusters Hybrid Architecture for Enhanced Attitude Regulation. | Suohang Zhang, Shipang Qian, Ruiheng Liu, Lu Wang, Xinyu Fei, Yanhu Chen |
| 2024 | EMNLP | SecureSQL: Evaluating Data Leakage of Large Language Models as Natural Language Interfaces to Databases. | Yanqi Song, Ruiheng Liu, Shu Chen, Qianhao Ren, Yu Zhang, Yongqi Yu |
| 2024 | ICWS | Mitigating the Data Communication Overhead in Microservice-based Data-intensive Systems. | Puwei Wang, Ruiheng Liu, Bo Liu, Keman Huang, Xiaoyong Du |