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ORCIDWenjie Qu 0001
Person information
- affiliation: National University of Singapore, Singapore
- affiliation (former): Huazhong University of Science and Technology, Wuhan, China
Other persons with the same name
- Wenjie Qu
- Wenjie Qu 0002 — Harbin Engineering University, Harbin, China
- Wenjie Qu 0003 — Shandong University, Cheeloo College of Medicine, Jinan, China
- Wenjie Qu 0005 — Beihang University, Beijing, China
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2020 – today
- 2026
[c18]Zhenhao Zhu
, Yue Liu, Zhiwei Xu, Yingwei Ma, Hongcheng Gao, Nuo Chen, Yanpei Guo, Wenjie Qu, Huiying Xu, Zifeng Kang, Xinzhong Zhu, Jiaheng Zhang:
ExtendAttack: Attacking Servers of LRMs via Extending Reasoning. AAAI 2026: 35257-35265- [c17]Shiqian Zhao, Chong Wang, Yiming Li, Yihao Huang, Wenjie Qu, Siew-Kei Lam, Yi Xie, Kangjie Chen, Jie Zhang, Tianwei Zhang:
Towards Effective Prompt Stealing Attack against Text-to-Image Diffusion Models. NDSS 2026 - [c16]Wenjie Qu, Yanpei Guo, Yue Ying, Jiaheng Zhang:
VerfCNN, Optimal Complexity zkSNARK for Convolutional Neural Networks. SP 2026: 1-18 - [c15]Yanpei Guo, Alex Luoyuan Xiong, Wenjie Qu, Jiaheng Zhang:
UltraProofs: Scalable Reed-Solomon Code Commitment. SP 2026: 2502-2519 - [i38]Zhenhao Zhu, Yue Liu, Yanpei Guo, Wenjie Qu, Cancan Chen, Yufei He, Yibo Li, Yulin Chen, Tianyi Wu, Huiying Xu, Xinzhong Zhu, Jiaheng Zhang:
GuardReasoner-Omni: A Reasoning-based Multi-modal Guardrail for Text, Image, and Video. CoRR abs/2602.03328 (2026) - [i37]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:
Reliable and Responsible Foundation Models: A Comprehensive Survey. CoRR abs/2602.08145 (2026) - [i36]Youwei Shu, Shaomian Zheng, Dingnan Jin, Wenjie Qu, Ziyao Guo, Qing Cui, Jun Zhou, Jiaheng Zhang:
On Representation Redundancy in Large-Scale Instruction Tuning Data Selection. CoRR abs/2602.13773 (2026) - [i35]Yanpei Guo, Wenjie Qu, Linyu Wu, Shengfang Zhai, Lionel Z. Wang, Ming Xu, Yue Liu, Binhang Yuan, Dawn Song, Jiaheng Zhang:
IMMACULATE: A Practical LLM Auditing Framework via Verifiable Computation. CoRR abs/2602.22700 (2026) - [i34]Zipeng Qiu, Wenjie Qu, Jiaheng Zhang, Binhang Yuan:
V3DB: Audit-on-Demand Zero-Knowledge Proofs for Verifiable Vector Search over Committed Snapshots. CoRR abs/2603.03065 (2026) - [i33]Wenjie Qu, Xuandong Zhao, Jiaheng Zhang, Dawn Song:
Self-Sovereign Agent. CoRR abs/2604.08551 (2026) - [i32]Wenjie Qu, Ming Xu, Peiran Wang, Shengfang Zhai, Jiaheng Zhang, Dawn Song:
Securing LLM Agents Need Intent-to-Execution Integrity. CoRR abs/2605.16976 (2026) - [i31]Yuexin Li, Wenjie Qu, Linyu Wu, Yulin Chen, Yufei He, Tri Cao, Bryan Hooi, Jiaheng Zhang:
AliMark: Enhancing Robustness of Sentence-Level Watermarking Against Text Paraphrasing. CoRR abs/2605.29434 (2026) - [i30]Peizhi Niu, Wenjie Qu, Shangding Gu, Tianneng Shi, Yuankai Li, Ahmad Al-Tawaha, Hend Alzahrani, Vincent Siu, Boyi Li, Chenguang Wang, Jiaheng Zhang, Basel Alomair, Ming Jin, Muhao Chen, Chi Wang, Costas J. Spanos, Dawn Song:
Understanding and Evaluating Claw-like Agent Security Through a Computer-Systems Lens. CoRR abs/2606.30755 (2026) - [i29]Wenjie Qu, Yanpei Guo, Jiaheng Zhang:
Lightning, Field-Agnostic Super-Efficient Polynomial Commitment Scheme. IACR Cryptol. ePrint Arch. 2026: 258 (2026) - [i28]Kexi Huang, Yanpei Guo, Wenjie Qu, Jiaheng Zhang:
Bootstrapping-Free Blind PCS: Achieving Constant Depth and Linear Prover. IACR Cryptol. ePrint Arch. 2026: 487 (2026) - 2025
- [j2]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:
Reliable and Responsible Foundation Models. Trans. Mach. Learn. Res. 2025 (2025) - [c14]Ke Cheng, Yuheng Xia, Anxiao Song, Jiaxuan Fu, Wenjie Qu, Yulong Shen, Jiaheng Zhang:
Mosformer: Maliciously Secure Three-Party Inference Framework for Large Transformers. CCS 2025: 4124-4138 - [c13]Shengfang Zhai, Jiajun Li, Yue Liu, Huanran Chen, Zhihua Tian, Wenjie Qu, Qingni Shen, Ruoxi Jia, Yinpeng Dong, Jiaheng Zhang:
Efficient Input-Level Backdoor Defense on Text-to-Image Synthesis via Neuron Activation Variation. ICCV 2025: 15182-15193 - [c12]Wenjie Qu, Yuguang Zhou, Yongji Wu, Tingsong Xiao, Binhang Yuan, Yiming Li, Jiaheng Zhang:
Prompt Inversion Attack Against Collaborative Inference of Large Language Models. SP 2025: 1695-1712 - [c11]Chongrong Li, Pengfei Zhu, Yun Li, Cheng Hong, Wenjie Qu, Jiaheng Zhang:
HyperPianist: Pianist with Linear-Time Prover and Logarithmic Communication Cost. SP 2025: 3383-3401 - [c10]Wenjie Qu, Wengrui Zheng, Tianyang Tao, Dong Yin, Yanze Jiang, Zhihua Tian, Wei Zou, Jinyuan Jia, Jiaheng Zhang:
Provably Robust Multi-bit Watermarking for AI-generated Text. USENIX Security Symposium 2025: 201-220 - [c9]Wenjie Qu, Yijun Sun, Xuanming Liu, Tao Lu, Yanpei Guo, Kai Chen, Jiaheng Zhang:
zkGPT: An Efficient Non-interactive Zero-knowledge Proof Framework for LLM Inference. USENIX Security Symposium 2025: 2045-2063 - [c8]Yanpei Guo, Xuanming Liu, Kexi Huang, Wenjie Qu, Tianyang Tao, Jiaheng Zhang:
DeepFold: Efficient Multilinear Polynomial Commitment from Reed-Solomon Code and Its Application to Zero-knowledge Proofs. USENIX Security Symposium 2025: 3497-3516 - [i27]Shengfang Zhai, Jiajun Li, Yue Liu, Huanran Chen, Zhihua Tian, Wenjie Qu, Qingni Shen, Ruoxi Jia, Yinpeng Dong, Jiaheng Zhang:
NaviDet: Efficient Input-level Backdoor Detection on Text-to-Image Synthesis via Neuron Activation Variation. CoRR abs/2503.06453 (2025) - [i26]Wenjie Qu, Yuguang Zhou, Yongji Wu, Tingsong Xiao, Binhang Yuan, Yiming Li, Jiaheng Zhang:
Prompt Inversion Attack against Collaborative Inference of Large Language Models. CoRR abs/2503.09022 (2025) - [i25]Zhihua Tian, Sirun Nan, Ming Xu, Shengfang Zhai, Wenjie Qu, Jian Liu, Kui Ren, Ruoxi Jia, Jiaheng Zhang:
Sparse Autoencoder as a Zero-Shot Classifier for Concept Erasing in Text-to-Image Diffusion Models. CoRR abs/2503.09446 (2025) - [i24]Yuhao Wang, Wenjie Qu, Yanze Jiang, Zichen Liu, Yue Liu, Shengfang Zhai, Yinpeng Dong, Jiaheng Zhang:
Silent Leaks: Implicit Knowledge Extraction Attack on RAG Systems through Benign Queries. CoRR abs/2505.15420 (2025) - [i23]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:
Efficient Reasoning via Chain of Unconscious Thought. CoRR abs/2505.19756 (2025) - [i22]Zhenhao Zhu, Yue Liu, Yingwei Ma, Hongcheng Gao, Nuo Chen, Yanpei Guo, Wenjie Qu, Huiying Xu, Xinzhong Zhu, Jiaheng Zhang:
ExtendAttack: Attacking Servers of LRMs via Extending Reasoning. CoRR abs/2506.13737 (2025) - [i21]Shiqian Zhao, Chong Wang, Yiming Li, Yihao Huang, Wenjie Qu, Siew-Kei Lam, Yi Xie, Kangjie Chen, Jie Zhang, Tianwei Zhang:
Towards Effective Prompt Stealing Attack against Text-to-Image Diffusion Models. CoRR abs/2508.06837 (2025) - [i20]Wenjie Qu, Yuguang Zhou, Bo Wang, Wengrui Zheng, Yuexin Li, Jinyuan Jia, Jiaheng Zhang:
RepoMark: A Code Usage Auditing Framework for Code Large Language Models. CoRR abs/2508.21432 (2025) - [i19]Chris Tong, Youhe Jiang, Gufeng Chen, Tianyi Zhao, Sibian Lu, Wenjie Qu, Eric Yang, Lynn Ai, Binhang Yuan:
Parallax: Efficient LLM Inference Service over Decentralized Environment. CoRR abs/2509.26182 (2025) - [i18]Linyu Wu, Linhao Zhong, Wenjie Qu, Yuexin Li, Yue Liu, Shengfang Zhai, Chunhua Shen, Jiaheng Zhang:
DMark: Order-Agnostic Watermarking for Diffusion Large Language Models. CoRR abs/2510.02902 (2025) - [i17]Yanpei Guo, Alex Luoyuan Xiong, Wenjie Qu, Jiaheng Zhang:
Data Availability for Thousands of Nodes. IACR Cryptol. ePrint Arch. 2025: 865 (2025) - [i16]Wenjie Qu, Yijun Sun, Xuanming Liu, Tao Lu, Yanpei Guo, Kai Chen, Jiaheng Zhang:
zkGPT: An Efficient Non-interactive Zero-knowledge Proof Framework for LLM Inference. IACR Cryptol. ePrint Arch. 2025: 1184 (2025) - [i15]Ke Cheng, Yuheng Xia, Anxiao Song, Jiaxuan Fu, Wenjie Qu, Yulong Shen, Jiaheng Zhang:
Mosformer: Maliciously Secure Three-Party Inference Framework for Large Transformers. IACR Cryptol. ePrint Arch. 2025: 1510 (2025) - [i14]Wenjie Qu, Yanpei Guo, Yue Ying, Jiaheng Zhang:
VerfCNN, Optimal Complexity zkSNARK for Convolutional Neural Networks. IACR Cryptol. ePrint Arch. 2025: 2020 (2025) - [i13]Yanpei Guo, Zhanpeng Guo, Wenjie Qu, Jiaheng Zhang:
Architecture-private Zero-knowledge Proof of Neural Networks. IACR Cryptol. ePrint Arch. 2025: 2211 (2025) - [i12]Yanpei Guo, Zhanpeng Guo, Wenjie Qu, Jiaheng Zhang:
Architecture-private Zero-knowledge Proof of Neural Networks. IACR Cryptol. ePrint Arch. 2025: 2212 (2025) - 2024
- [c7]Hongbin Liu, Wenjie Qu, Jinyuan Jia, Neil Zhenqiang Gong:
Pre-trained Encoders in Self-Supervised Learning Improve Secure and Privacy-preserving Supervised Learning. SP (Workshops) 2024: 144-156 - [i11]Wenjie Qu, Dong Yin, Zixin He, Wei Zou, Tianyang Tao, Jinyuan Jia, Jiaheng Zhang:
Provably Robust Multi-bit Watermarking for AI-generated Text via Error Correction Code. CoRR abs/2401.16820 (2024) - [i10]Yongji Wu, Wenjie Qu, Tianyang Tao, Zhuang Wang, Wei Bai, Zhuohao Li, Yuan Tian, Jiaheng Zhang, Matthew Lentz, Danyang Zhuo:
Lazarus: Resilient and Elastic Training of Mixture-of-Experts Models with Adaptive Expert Placement. CoRR abs/2407.04656 (2024) - [i9]Tao Lu, Haoyu Wang, Wenjie Qu, Zonghui Wang, Jinye He, Tianyang Tao, Wenzhi Chen, Jiaheng Zhang:
An Efficient and Extensible Zero-knowledge Proof Framework for Neural Networks. IACR Cryptol. ePrint Arch. 2024: 703 (2024) - [i8]Chongrong Li, Yun Li, Pengfei Zhu, Wenjie Qu, Jiaheng Zhang:
HyperPianist: Pianist with Linear-Time Prover via Fully Distributed HyperPlonk. IACR Cryptol. ePrint Arch. 2024: 1273 (2024) - [i7]Yanpei Guo, Xuanming Liu, Kexi Huang, Wenjie Qu, Tianyang Tao, Jiaheng Zhang:
DeepFold: Efficient Multilinear Polynomial Commitment from Reed-Solomon Code and Its Application to Zero-knowledge Proofs. IACR Cryptol. ePrint Arch. 2024: 1595 (2024) - 2023
- [c6]Jialai Wang, Wenjie Qu, Yi Rong, Han Qiu, Qi Li, Zongpeng Li, Chao Zhang:
MPass: Bypassing Learning-based Static Malware Detectors. DAC 2023: 1-6 - [c5]Wenjie Qu, Youqi Li, Binghui Wang:
A Certified Radius-Guided Attack Framework to Image Segmentation Models. EuroS&P 2023: 200-220 - [c4]Wenjie Qu, Jinyuan Jia, Neil Zhenqiang Gong:
REaaS: Enabling Adversarially Robust Downstream Classifiers via Robust Encoder as a Service. NDSS 2023 - [i6]Wenjie Qu, Jinyuan Jia, Neil Zhenqiang Gong:
REaaS: Enabling Adversarially Robust Downstream Classifiers via Robust Encoder as a Service. CoRR abs/2301.02905 (2023) - [i5]Wenjie Qu, Youqi Li, Binghui Wang:
A Certified Radius-Guided Attack Framework to Image Segmentation Models. CoRR abs/2304.02693 (2023) - 2022
- [c3]Hao Wang, Wenjie Qu, Gilad Katz, Wenyu Zhu, Zeyu Gao, Han Qiu, Jianwei Zhuge, Chao Zhang:
jTrans: jump-aware transformer for binary code similarity detection. ISSTA 2022: 1-13 - [c2]Jinyuan Jia, Wenjie Qu, Neil Zhenqiang Gong:
MultiGuard: Provably Robust Multi-label Classification against Adversarial Examples. NeurIPS 2022 - [i4]Hao Wang, Wenjie Qu, Gilad Katz, Wenyu Zhu, Zeyu Gao, Han Qiu, Jianwei Zhuge, Chao Zhang:
jTrans: Jump-Aware Transformer for Binary Code Similarity. CoRR abs/2205.12713 (2022) - [i3]Jinyuan Jia, Wenjie Qu, Neil Zhenqiang Gong:
MultiGuard: Provably Robust Multi-label Classification against Adversarial Examples. CoRR abs/2210.01111 (2022) - [i2]Hongbin Liu, Wenjie Qu, Jinyuan Jia, Neil Zhenqiang Gong:
Pre-trained Encoders in Self-Supervised Learning Improve Secure and Privacy-preserving Supervised Learning. CoRR abs/2212.03334 (2022) - 2021
- [j1]Jia Ding, Maolin Wang, Xiong Zeng, Wenjie Qu, Vassilios S. Vassiliadis:
Mass personalization strategy under Industrial Internet of Things: A case study on furniture production. Adv. Eng. Informatics 50: 101439 (2021) - [c1]Hongbin Liu, Jinyuan Jia, Wenjie Qu, Neil Zhenqiang Gong:
EncoderMI: Membership Inference against Pre-trained Encoders in Contrastive Learning. CCS 2021: 2081-2095 - [i1]Hongbin Liu, Jinyuan Jia, Wenjie Qu, Neil Zhenqiang Gong:
EncoderMI: Membership Inference against Pre-trained Encoders in Contrastive Learning. CoRR abs/2108.11023 (2021)
Coauthor Index
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