Psychological Stress Assessment Method Based on Learning Using Privileged Information Framework. - Peicheng Wang; Zhenxiang Chen; Xiaoqing Jiang; Yanqi Song (ICBIP, 2023)

Network traffic classification model based on attention mechanism and spatiotemporal features. - Feifei Hu; Situo Zhang; Xubin Lin; Liu Wu; Niandong Liao; Yanqi Song (EURASIP J. Inf. Secur., 2023)

SecureSQL: Evaluating Data Leakage of Large Language Models as Natural Language Interfaces to Databases. - Yanqi Song; Ruiheng Liu; Shu Chen; Qianhao Ren; Yu Zhang 030; Yongqi Yu (EMNLP (Findings), 2024)

A Hierarchical Fused Quantum Fuzzy Neural Network for Image Classification. - Shengyao Wu; Runze Li; Yanqi Song; Su-Juan Qin; Qiao-Yan Wen; Fei Gao 001 (CoRR, 2024)

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 030; Bailong Yang (AAAI, 2025)

Discarding the Crutches: Adaptive Parameter-Efficient Expert Meta-Learning for Continual Semantic Parsing. - Ruiheng Liu; Jinyu Zhang; Yanqi Song; Yu Zhang 030; Bailong Yang (COLING, 2025)

Learning the Complexity of Weakly Noisy Quantum States. - Yusen Wu; Bujiao Wu; Yanqi Song; Xiao Yuan 002; Jingbo Wang 001 (ICLR, 2025)

Quantum-Assisted Hierarchical Fuzzy Neural Network for Image Classification. - Shengyao Wu; Runze Li; Yanqi Song; Sujuan Qin; Qiaoyan Wen; Fei Gao 001 (IEEE Trans. Fuzzy Syst., 2025)