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Wenjie Qu
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Cited by
Year
jTrans: jump-aware transformer for binary code similarity detection
H Wang*, W Qu*, G Katz, W Zhu, Z Gao, H Qiu, J Zhuge, C Zhang
ISSTA 2022, 2022
2042022
EncoderMI: Membership inference against pre-trained encoders in contrastive learning
H Liu, J Jia, W Qu, NZ Gong
CCS 2021, 2021
1302021
A comprehensive survey in llm (-agent) full stack safety: Data, training and deployment
K Wang, G Zhang, Z Zhou, J Wu, M Yu, S Zhao, C Yin, J Fu, Y Yan, H Luo, ...
arXiv preprint arXiv:2504.15585, 2025
742025
Guardreasoner: Towards reasoning-based llm safeguards
Y Liu, H Gao, S Zhai, J Xia, T Wu, Z Xue, Y Chen, K Kawaguchi, J Zhang, ...
arXiv preprint arXiv:2501.18492, 2025
602025
Provably robust multi-bit watermarking for ai-generated text
W Qu, D Yin, Z He, W Zou, T Tao, J Jia, J Zhang
USENIX Security 2025, 2024
49*2024
Mass personalization strategy under Industrial Internet of Things: a case study on furniture production
J Ding, M Wang, X Zeng, W Qu*, VS Vassiliadis
Advanced Engineering Informatics, 2021
312021
An efficient and extensible zero-knowledge proof framework for neural networks
T Lu, H Wang, W Qu, Z Wang, J He, T Tao, W Chen, J Zhang
Cryptology ePrint Archive, 2024
262024
Pandora: Detailed llm jailbreaking via collaborated phishing agents with decomposed reasoning
Z Chen, Z Zhao, W Qu, Z Wen, Z Han, Z Zhu, J Zhang, H Yao
ICLR 2024 Workshop on Secure and Trustworthy Large Language Models, 2024
252024
MultiGuard: Provably Robust Multi-label Classification against Adversarial Examples
J Jia*, W Qu*, NZ Gong
NIPS 2022, 2022
212022
zkGPT: An Efficient Non-interactive Zero-knowledge Proof Framework for LLM Inference
W Qu, Y Sun, X Liu, T Lu, Y Guo, K Chen, J Zhang
34th USENIX Security Symposium, 2025
182025
HyperPianist: Pianist with Linear-Time Prover and Logarithmic Communication Cost
C Li, P Zhu, Y Li, C Hong, W Qu, J Zhang
2025 IEEE Symposium on Security and Privacy (SP), 3383-3401, 2025
14*2025
Prompt Inversion Attack against Collaborative Inference of Large Language Models
W Qu, Y Zhou, Y Wu, T Xiao, B Yuan, Y Li, J Zhang
S&P 2025, 2025
142025
Lazarus: Resilient and Elastic Training of Mixture-of-Experts Models with Adaptive Expert Placement
Y Wu*, W Qu*, T Tao, Z Wang, W Bai, Z Li, Y Tian, J Zhang, M Lentz, ...
arXiv preprint arXiv:2407.04656, 2024
112024
Deepfold: Efficient multilinear polynomial commitment from reed-solomon code and its application to zero-knowledge proofs
Y Guo, X Liu, K Huang, W Qu, T Tao, J Zhang
34th USENIX Security Symposium, 2024
112024
Memorization and privacy risks in domain-specific large language models
X Yang, Z Wen, W Qu, Z Chen, Z Xiang, B Chen, H Yao
ICLR Reliable and Responsible Foundation Models Workshop, 2024
112024
REaaS: Enabling Adversarially Robust Downstream Classifiers via Robust Encoder as a Service
W Qu, J Jia, NZ Gong
NDSS 2023, 2023
92023
Pre-trained encoders in self-supervised learning improve secure and privacy-preserving supervised learning
H Liu*, W Qu*, J Jia, NZ Gong
2024 IEEE Security and Privacy Workshops (SPW), 144-156, 2024
62024
A Certified Radius-Guided Attack Framework to Image Segmentation Models
W Qu, Y Li, B Wang
EuroSP 2023, 2023
62023
Silent leaks: Implicit knowledge extraction attack on rag systems through benign queries
Y Wang, W Qu, S Zhai, Y Jiang, Z Liu, Y Liu, Y Dong, J Zhang
arXiv preprint arXiv:2505.15420, 2025
52025
Sparse autoencoder as a zero-shot classifier for concept erasing in text-to-image diffusion models
Z Tian, S Nan, M Xu, S Zhai, W Qu, J Liu, R Jia, J Zhang
arXiv preprint arXiv:2503.09446, 2025
52025
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Articles 1–20