Qian Lou

1. BadRAG: Identifying Vulnerabilities in Retrieval Augmented Generation of Large Language Models
   2024/06/03 by Jiaqi Xue, Mengxin Zheng, Xue, Jiaqi +9 · 14 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Topic Modeling
2. TrojLLM: A Black-box Trojan Prompt Attack on Large Language Models
   2023/06/12 by Jiaqi Xue, Mengxin Zheng, Xue, Jiaqi +11 · 6 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
3. Glyph: Fast and Accurately Training Deep Neural Networks on Encrypted Data
   2019/11/16 by Qian Lou, Bo Feng, Lou, Qian +5 · 4 citations
   Computer Science · #Chaos-based Image/Signal Encryption #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
4. TrojViT: Trojan Insertion in Vision Transformers
   2022/08/27 by Mengxin Zheng, Qian Lou, Zheng, Mengxin +3 · 3 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. freePruner: A Training-free Approach for Large Multimodal Model Acceleration
   2024/11/23 by Bingxin Xu, Yuzhang Shang, Xu, Bingxin +7 · 3 citations
   Computer Science · Engineering · #Speech Recognition and Synthesis #Advanced Data Processing Techniques #Anomaly Detection Techniques and Applications
6. CipherPrune: Efficient and Scalable Private Transformer Inference
   2025/02/24 by Yancheng Zhang, Zhang, Yancheng, Jiaqi Xue +11 · 4 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · Engineering · #Coding theory and cryptography #DNA and Biological Computing #graph theory and CDMA systems
7. AutoPrivacy: Automated Layer-wise Parameter Selection for Secure Neural Network Inference
   2020/06/07 by Qian Lou, Song Bian, Lou, Qian +3 · 1 citation
   Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
8. SHE: A Fast and Accurate Deep Neural Network for Encrypted Data
   2019/06/01 by Qian Lou, Lou, Qian, Lei Jiang +1 · 2 citations
   Computer Science · #Cryptography and Data Security #Cryptographic Implementations and Security #Cryptography and Residue Arithmetic
9. BoostCom: Towards Efficient Universal Fully Homomorphic Encryption by Boosting the Word-wise Comparisons
   2024/07/10 by Ardhi Wiratama Baskara Yudha, Yudha, Ardhi Wiratama Baskara, Jiaqi Xue +7 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Coding theory and cryptography #Cryptography and Data Security #Cryptography and Security (cs.CR) #DNA and Biological Computing #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
10. Audit and Improve Robustness of Private Neural Networks on Encrypted Data
    2022/09/20 by Jiaqi Xue, Xue, Jiaqi, Lei Xu +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
11. BadFair: Backdoored Fairness Attacks with Group-conditioned Triggers
    2024/10/23 by Jiaqi Xue, Qian Lou, Xue, Jiaqi +3 · 2 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Security and Verification in Computing
12. Learning Latency-Aware Orchestration for Multi-Agent Systems
    2026/07/15 by Xi Shi, Mengxin Zheng, Qian Lou
    #cs.MA
13. SoK: Adversarial Robustness of the Variational Quantum Eigensolver via Red-Teaming
    2026/07/21 by Ahmed Azaz Humdoon, Cheng Chu, Lei Jiang +2
    #quant-ph #cs.CR
14. Hardware Robustness of Sample-Based Quantum Diagonalization
    2026/07/20 by Ahatesham Bhuiyan, Cheng Chu, Qian Lou +1
    #quant-ph #cs.CR
15. CutBackdoor: A Circuit Cut Triggered Backdoor Attack on Variational Quantum Algorithms
    2026/07/20 by Ahatesham Bhuiyan, Hoang Ngo, Cheng Chu +4
    #quant-ph #cs.CR