Wenjie Qu

According to our database, Wenjie Qu authored at least 24 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Towards Effective Prompt Stealing Attack against Text-to-Image Diffusion Models.

Shiqian Zhao, Chong Wang, Yiming Li, Yihao Huang, Wenjie Qu, Siew-Kei Lam, Yi Xie, Kangjie Chen, Jie Zhang, Tianwei Zhang

CoRR, August, 2025

ExtendAttack: Attacking Servers of LRMs via Extending Reasoning.

Zhenhao Zhu, Yue Liu, Yingwei Ma, Hongcheng Gao, Nuo Chen, Yanpei Guo, Wenjie Qu, Huiying Xu, Xinzhong Zhu, Jiaheng Zhang

CoRR, June, 2025

Efficient Reasoning via Chain of Unconscious Thought.

Ruihan Gong, Yue Liu, Wenjie Qu, Mingzhe Du, Yufei He, Yingwei Ma, Yulin Chen, Xiang Liu, Yi Wen, Xinfeng Li, Ruidong Wang, Xinzhong Zhu, Bryan Hooi, Jiaheng Zhang

CoRR, May, 2025

Silent Leaks: Implicit Knowledge Extraction Attack on RAG Systems through Benign Queries.

Yuhao Wang, Wenjie Qu, Yanze Jiang, Zichen Liu, Yue Liu, Shengfang Zhai, Yinpeng Dong, Jiaheng Zhang

CoRR, May, 2025

Sparse Autoencoder as a Zero-Shot Classifier for Concept Erasing in Text-to-Image Diffusion Models.

Zhihua Tian, Sirun Nan, Ming Xu, Shengfang Zhai, Wenjie Qu, Jian Liu, Kui Ren, Ruoxi Jia, Jiaheng Zhang

CoRR, March, 2025

NaviDet: Efficient Input-level Backdoor Detection on Text-to-Image Synthesis via Neuron Activation Variation.

Shengfang Zhai, Jiajun Li, Yue Liu, Huanran Chen, Zhihua Tian, Wenjie Qu, Qingni Shen, Ruoxi Jia, Yinpeng Dong, Jiaheng Zhang

CoRR, March, 2025

Data Availability for Thousands of Nodes.

Yanpei Guo, Alex Luoyuan Xiong, Wenjie Qu, Jiaheng Zhang

IACR Cryptol. ePrint Arch., 2025

zkGPT: An Efficient Non-interactive Zero-knowledge Proof Framework for LLM Inference.

Wenjie Qu, Yijun Sun, Xuanming Liu, Tao Lu, Yanpei Guo, Kai Chen, Jiaheng Zhang

IACR Cryptol. ePrint Arch., 2025

HyperPianist: Pianist with Linear-Time Prover and Logarithmic Communication Cost.

Chongrong Li, Pengfei Zhu, Yun Li, Cheng Hong, Wenjie Qu, Jiaheng Zhang

Proceedings of the IEEE Symposium on Security and Privacy, 2025

Prompt Inversion Attack Against Collaborative Inference of Large Language Models.

Wenjie Qu, Yuguang Zhou, Yongji Wu, Tingsong Xiao, Binhang Yuan, Yiming Li, Jiaheng Zhang

Proceedings of the IEEE Symposium on Security and Privacy, 2025

2024

An Efficient and Extensible Zero-knowledge Proof Framework for Neural Networks.

Tao Lu, Haoyu Wang, Wenjie Qu, Zonghui Wang, Jinye He, Tianyang Tao, Wenzhi Chen, Jiaheng Zhang

IACR Cryptol. ePrint Arch., 2024

HyperPianist: Pianist with Linear-Time Prover via Fully Distributed HyperPlonk.

Chongrong Li, Yun Li, Pengfei Zhu, Wenjie Qu, Jiaheng Zhang

IACR Cryptol. ePrint Arch., 2024

DeepFold: Efficient Multilinear Polynomial Commitment from Reed-Solomon Code and Its Application to Zero-knowledge Proofs.

Yanpei Guo, Xuanming Liu, Kexi Huang, Wenjie Qu, Tianyang Tao, Jiaheng Zhang

IACR Cryptol. ePrint Arch., 2024

Lazarus: Resilient and Elastic Training of Mixture-of-Experts Models with Adaptive Expert Placement.

Yongji Wu, Wenjie Qu, Tianyang Tao, Zhuang Wang, Wei Bai, Zhuohao Li, Yuan Tian, Jiaheng Zhang, Matthew Lentz, Danyang Zhuo

CoRR, 2024

Provably Robust Multi-bit Watermarking for AI-generated Text via Error Correction Code.

Wenjie Qu, Dong Yin, Zixin He, Wei Zou, Tianyang Tao, Jinyuan Jia, Jiaheng Zhang

CoRR, 2024

Pre-trained Encoders in Self-Supervised Learning Improve Secure and Privacy-preserving Supervised Learning.

Hongbin Liu, Wenjie Qu, Jinyuan Jia, Neil Zhenqiang Gong

Proceedings of the IEEE Security and Privacy, 2024

2023

REaaS: Enabling Adversarially Robust Downstream Classifiers via Robust Encoder as a Service.

Wenjie Qu, Jinyuan Jia, Neil Zhenqiang Gong

Proceedings of the 30th Annual Network and Distributed System Security Symposium, 2023

A Certified Radius-Guided Attack Framework to Image Segmentation Models.

Wenjie Qu, Youqi Li, Binghui Wang

Proceedings of the 8th IEEE European Symposium on Security and Privacy, 2023

MPass: Bypassing Learning-based Static Malware Detectors.

Jialai Wang, Wenjie Qu, Yi Rong, Han Qiu, Qi Li, Zongpeng Li, Chao Zhang

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

2022

jTrans: Jump-Aware Transformer for Binary Code Similarity.

Hao Wang, Wenjie Qu, Gilad Katz, Wenyu Zhu, Zeyu Gao, Han Qiu, Jianwei Zhuge, Chao Zhang

CoRR, 2022

MultiGuard: Provably Robust Multi-label Classification against Adversarial Examples.

Jinyuan Jia, Wenjie Qu, Neil Zhenqiang Gong

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

jTrans: jump-aware transformer for binary code similarity detection.

Hao Wang, Wenjie Qu, Gilad Katz, Wenyu Zhu, Zeyu Gao, Han Qiu, Jianwei Zhuge, Chao Zhang

Proceedings of the ISSTA '22: 31st ACM SIGSOFT International Symposium on Software Testing and Analysis, Virtual Event, South Korea, July 18, 2022

2021

Mass personalization strategy under Industrial Internet of Things: A case study on furniture production.

Jia Ding, Maolin Wang, Xiong Zeng, Wenjie Qu, Vassilios S. Vassiliadis

Adv. Eng. Informatics, 2021

EncoderMI: Membership Inference against Pre-trained Encoders in Contrastive Learning.

Hongbin Liu, Jinyuan Jia, Wenjie Qu, Neil Zhenqiang Gong

Proceedings of the CCS '21: 2021 ACM SIGSAC Conference on Computer and Communications Security, Virtual Event, Republic of Korea, November 15, 2021