Wenjie Qu

According to our database, Wenjie Qu authored at least 42 papers between 2021 and 2026.

Collaborative distances:

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

2026

Self-Sovereign Agent.

Wenjie Qu, Xuandong Zhao, Jiaheng Zhang, Dawn Song

CoRR, April, 2026

V3DB: Audit-on-Demand Zero-Knowledge Proofs for Verifiable Vector Search over Committed Snapshots.

Zipeng Qiu, Wenjie Qu, Jiaheng Zhang, Binhang Yuan

CoRR, March, 2026

IMMACULATE: A Practical LLM Auditing Framework via Verifiable Computation.

Yanpei Guo, Wenjie Qu, Linyu Wu, Shengfang Zhai, Lionel Z. Wang, Ming Xu, Yue Liu, Binhang Yuan, Dawn Song, Jiaheng Zhang

CoRR, February, 2026

On Representation Redundancy in Large-Scale Instruction Tuning Data Selection.

Youwei Shu, Shaomian Zheng, Dingnan Jin, Wenjie Qu, Ziyao Guo, Qing Cui, Jun Zhou, Jiaheng Zhang

CoRR, February, 2026

Reliable and Responsible Foundation Models: A Comprehensive Survey.

Xinyu Yang, Junlin Han, Rishi Bommasani, Jinqi Luo, Wenjie Qu, Wangchunshu Zhou, Adel Bibi, Xiyao Wang, Jaehong Yoon, Elias Stengel-Eskin, Shengbang Tong, Lingfeng Shen, Rafael Rafailov, Runjia Li, Zhaoyang Wang, Yiyang Zhou, Chenhang Cui, Yu Wang, Wenhao Zheng, Huichi Zhou, Jindong Gu, Zhaorun Chen, Peng Xia, Tony Lee, Thomas P. Zollo, Vikash Sehwag, Jixuan Leng, Jiuhai Chen, Yuxin Wen, Huan Zhang, Zhun Deng, Linjun Zhang, Pavel Izmailov, Pang Wei Koh, Yulia Tsvetkov, Andrew Wilson, Jiaheng Zhang, James Zou, Cihang Xie, Hao Wang, Philip Torr, Julian J. McAuley, David Alvarez-Melis, Florian Tramèr, Kaidi Xu, Suman Jana, Chris Callison-Burch, René Vidal, Filippos Kokkinos, Mohit Bansal, Beidi Chen, Huaxiu Yao

CoRR, February, 2026

GuardReasoner-Omni: A Reasoning-based Multi-modal Guardrail for Text, Image, and Video.

Zhenhao Zhu, Yue Liu, Yanpei Guo, Wenjie Qu, Cancan Chen, Yufei He, Yibo Li, Yulin Chen, Tianyi Wu, Huiying Xu, Xinzhong Zhu, Jiaheng Zhang

CoRR, February, 2026

Lightning, Field-Agnostic Super-Efficient Polynomial Commitment Scheme.

Wenjie Qu, Yanpei Guo, Jiaheng Zhang

IACR Cryptol. ePrint Arch., 2026

Bootstrapping-Free Blind PCS: Achieving Constant Depth and Linear Prover.

Kexi Huang, Yanpei Guo, Wenjie Qu, Jiaheng Zhang

IACR Cryptol. ePrint Arch., 2026

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

Proceedings of the 33rd Annual Network and Distributed System Security Symposium, 2026

ExtendAttack: Attacking Servers of LRMs via Extending Reasoning.

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

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

DMark: Order-Agnostic Watermarking for Diffusion Large Language Models.

Linyu Wu, Linhao Zhong, Wenjie Qu, Yuexin Li, Yue Liu, Shengfang Zhai, Chunhua Shen, Jiaheng Zhang

CoRR, October, 2025

Parallax: Efficient LLM Inference Service over Decentralized Environment.

Chris Tong, Youhe Jiang, Gufeng Chen, Tianyi Zhao, Sibian Lu, Wenjie Qu, Eric Yang, Lynn Ai, Binhang Yuan

CoRR, September, 2025

RepoMark: A Code Usage Auditing Framework for Code Large Language Models.

Wenjie Qu, Yuguang Zhou, Bo Wang, Wengrui Zheng, Yuexin Li, Jinyuan Jia, Jiaheng 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

Reliable and Responsible Foundation Models.

Xinyu Yang, Junlin Han, Rishi Bommasani, Jinqi Luo, Wenjie Qu, Wangchunshu Zhou, Adel Bibi, Xiyao Wang, Jaehong Yoon, Elias Stengel-Eskin, Shengbang Tong, Lingfeng Shen, Rafael Rafailov, Runjia Li, Zhaoyang Wang, Yiyang Zhou, Chenhang Cui, Yu Wang, Wenhao Zheng, Huichi Zhou, Jindong Gu, Zhaorun Chen, Peng Xia, Tony Lee, Thomas P. Zollo, Vikash Sehwag, Jixuan Leng, Jiuhai Chen, Yuxin Wen, Huan Zhang, Zhun Deng, Linjun Zhang, Pavel Izmailov, Pang Wei Koh, Yulia Tsvetkov, Andrew Gordon Wilson, Jiaheng Zhang, James Zou, Cihang Xie, Hao Wang, Philip Torr, Julian J. McAuley, David Alvarez-Melis, Florian Tramèr, Kaidi Xu, Suman Jana, Chris Callison-Burch, René Vidal, Filippos Kokkinos, Mohit Bansal, Beidi Chen, Huaxiu Yao

Trans. Mach. Learn. Res., 2025

VerfCNN, Optimal Complexity zkSNARK for Convolutional Neural Networks.

Wenjie Qu, Yanpei Guo, Yue Ying, Jiaheng Zhang

IACR Cryptol. ePrint Arch., 2025

Data Availability for Thousands of Nodes.

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

IACR Cryptol. ePrint Arch., 2025

Architecture-private Zero-knowledge Proof of Neural Networks.

Yanpei Guo, Zhanpeng Guo, Wenjie Qu, Jiaheng Zhang

IACR Cryptol. ePrint Arch., 2025

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

Proceedings of the 34th USENIX Security Symposium, 2025

Provably Robust Multi-bit Watermarking for AI-generated Text.

Wenjie Qu, Wengrui Zheng, Tianyang Tao, Dong Yin, Yanze Jiang, Zhihua Tian, Wei Zou, Jinyuan Jia, Jiaheng Zhang

Proceedings of the 34th USENIX Security Symposium, 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

Proceedings of the 34th USENIX Security Symposium, 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

Efficient Input-Level Backdoor Defense 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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Mosformer: Maliciously Secure Three-Party Inference Framework for Large Transformers.

Ke Cheng, Yuheng Xia, Anxiao Song, Jiaxuan Fu, Wenjie Qu, Yulong Shen, Jiaheng Zhang

Proceedings of the 2025 ACM SIGSAC Conference on Computer and Communications Security, 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

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