EncoderMI: Membership Inference against Pre-trained Encoders in Contrastive Learning. - Hongbin Liu 005; Jinyuan Jia 001; Wenjie Qu 001; Neil Zhenqiang Gong (CCS, 2021)

Mass personalization strategy under Industrial Internet of Things: A case study on furniture production. - Jia Ding; Maolin Wang; Xiong Zeng; Wenjie Qu 001; Vassilios S. Vassiliadis (Adv. Eng. Informatics, 2021)

jTrans: jump-aware transformer for binary code similarity detection. - Hao Wang 003; Wenjie Qu 001; Gilad Katz; Wenyu Zhu; Zeyu Gao; Han Qiu 001; Jianwei Zhuge; Chao Zhang 008 (ISSTA, 2022)

MultiGuard: Provably Robust Multi-label Classification against Adversarial Examples. - Jinyuan Jia 001; Wenjie Qu 001; Neil Zhenqiang Gong (NeurIPS, 2022)

jTrans: Jump-Aware Transformer for Binary Code Similarity. - Hao Wang 003; Wenjie Qu 001; Gilad Katz; Wenyu Zhu; Zeyu Gao; Han Qiu 001; Jianwei Zhuge; Chao Zhang 008 (CoRR, 2022)

MPass: Bypassing Learning-based Static Malware Detectors. - Jialai Wang; Wenjie Qu 001; Yi Rong; Han Qiu 001; Qi Li 002; Zongpeng Li; Chao Zhang 008 (DAC, 2023)

A Certified Radius-Guided Attack Framework to Image Segmentation Models. - Wenjie Qu 001; Youqi Li; Binghui Wang (EuroS&P, 2023)

REaaS: Enabling Adversarially Robust Downstream Classifiers via Robust Encoder as a Service. - Wenjie Qu 001; Jinyuan Jia 001; Neil Zhenqiang Gong (NDSS, 2023)

Pre-trained Encoders in Self-Supervised Learning Improve Secure and Privacy-preserving Supervised Learning. - Hongbin Liu 005; Wenjie Qu 001; Jinyuan Jia 001; Neil Zhenqiang Gong (SP (Workshops), 2024)

Provably Robust Multi-bit Watermarking for AI-generated Text via Error Correction Code. - Wenjie Qu 001; Dong Yin; Zixin He; Wei Zou; Tianyang Tao; Jinyuan Jia 001; Jiaheng Zhang (CoRR, 2024)

Lazarus: Resilient and Elastic Training of Mixture-of-Experts Models with Adaptive Expert Placement. - Yongji Wu; Wenjie Qu 001; Tianyang Tao; Zhuang Wang; Wei Bai 001; Zhuohao Li; Yuan Tian; Jiaheng Zhang; Matthew Lentz; Danyang Zhuo (CoRR, 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 001; Tianyang Tao; 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 001; Jiaheng Zhang (IACR Cryptol. ePrint Arch., 2024)

An Efficient and Extensible Zero-knowledge Proof Framework for Neural Networks. - Tao Lu; Haoyu Wang; Wenjie Qu 001; Zonghui Wang; Jinye He; Tianyang Tao; Wenzhi Chen; Jiaheng Zhang (IACR Cryptol. ePrint Arch., 2024)

Prompt Inversion Attack Against Collaborative Inference of Large Language Models. - Wenjie Qu 001; Yuguang Zhou; Yongji Wu; Tingsong Xiao; Binhang Yuan; Yiming Li 004; Jiaheng Zhang (SP, 2025)

HyperPianist: Pianist with Linear-Time Prover and Logarithmic Communication Cost. - Chongrong Li; Pengfei Zhu; Yun Li; Cheng Hong; Wenjie Qu 001; Jiaheng Zhang (SP, 2025)

zkGPT: An Efficient Non-interactive Zero-knowledge Proof Framework for LLM Inference. - Wenjie Qu 001; Yijun Sun; Xuanming Liu; Tao Lu; Yanpei Guo; Kai Chen; Jiaheng Zhang (IACR Cryptol. ePrint Arch., 2025)

Data Availability for Thousands of Nodes. - Yanpei Guo; Alex Luoyuan Xiong; Wenjie Qu 001; Jiaheng Zhang (IACR Cryptol. ePrint Arch., 2025)

NaviDet: Efficient Input-level Backdoor Detection on Text-to-Image Synthesis via Neuron Activation Variation. - Shengfang Zhai; Jiajun Li; Yue Liu 008; Huanran Chen; Zhihua Tian; Wenjie Qu 001; Qingni Shen; Ruoxi Jia 001; Yinpeng Dong; Jiaheng Zhang (CoRR, 2025)

Sparse Autoencoder as a Zero-Shot Classifier for Concept Erasing in Text-to-Image Diffusion Models. - Zhihua Tian; Sirun Nan; Ming Xu 002; Shengfang Zhai; Wenjie Qu 001; Jian Liu 012; Kui Ren 001; Ruoxi Jia 001; Jiaheng Zhang (CoRR, 2025)

Silent Leaks: Implicit Knowledge Extraction Attack on RAG Systems through Benign Queries. - Yuhao Wang 006; Wenjie Qu 001; Yanze Jiang; Zichen Liu; Yue Liu 008; Shengfang Zhai; Yinpeng Dong; Jiaheng Zhang (CoRR, 2025)

Efficient Reasoning via Chain of Unconscious Thought. - Ruihan Gong; Yue Liu 008; Wenjie Qu 001; Mingzhe Du; Yufei He; Yingwei Ma; Yulin Chen; Xiang Liu; Yi Wen 001; Xinfeng Li; Ruidong Wang; Xinzhong Zhu; et al. (CoRR, 2025)

ExtendAttack: Attacking Servers of LRMs via Extending Reasoning. - Zhenhao Zhu; Yue Liu 008; Yingwei Ma; Hongcheng Gao; Nuo Chen; Yanpei Guo; Wenjie Qu 001; Huiying Xu; Xinzhong Zhu; Jiaheng Zhang (CoRR, 2025)

Towards Effective Prompt Stealing Attack against Text-to-Image Diffusion Models. - Shiqian Zhao; Chong Wang 013; Yiming Li 004; Yihao Huang 001; Wenjie Qu 001; Siew-Kei Lam; Yi Xie 011; Kangjie Chen; Jie Zhang 073; Tianwei Zhang 004 (CoRR, 2025)