Mengxin Zheng - RankMe

51 papers A* 7A 1Journal 32Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Learning Latency-Aware Orchestration for Parallel Multi-Agent Systems. CoRR Xi Shi, Mengxin Zheng, Qian Lou
2026	J	`jnl`	RPP: A Certified Poisoned-Sample Detection Framework for Backdoor Attacks under Dataset Imbalance. CoRR Miao Lin, Feng Yu, Rui Ning, Lusi Li, Jiawei Chen, Qian Lou, Mengxin Zheng, Chunsheng Xin, Hongyi Wu
2026	—	`conf`	ReliaFHE: Resilient Design for Fully Homomorphic Encryption Accelerators. ASPLOS (2) Fan Li, Mayank Kumar, Ruizhi Zhu, Mengxin Zheng, Qian Lou, Xin Xin
2026	J	`jnl`	RobPI: Robust Private Inference against Malicious Client. CoRR Jiaqi Xue, Mengxin Zheng, Qian Lou
2025	J	`jnl`	AttestLLM: Efficient Attestation Framework for Billion-scale On-device LLMs. CoRR Ruisi Zhang, Yifei Zhao, Neusha Javidnia, Mengxin Zheng, Farinaz Koushanfar
2025	A*	`conf`	CipherPrune: Efficient and Scalable Private Transformer Inference. ICLR Yancheng Zhang, Jiaqi Xue, Mengxin Zheng, Mimi Xie, Mingzhe Zhang, Lei Jiang, Qian Lou
2025	J	`jnl`	CipherPrune: Efficient and Scalable Private Transformer Inference. CoRR Yancheng Zhang, Jiaqi Xue, Mengxin Zheng, Mimi Xie, Mingzhe Zhang, Lei Jiang, Qian Lou
2025	—	`conf`	Corrosion Hammer: A Self-Activated Bit-Flip Attack to the Processing-In-Memory Accelerator. CF Zihao Yang, Mengxin Zheng, Shengyu Fan, Qian Lou, Rui Hou, Dan Meng, Mingzhe Zhang
2025	J	`jnl`	Corrosion Hammer: a self-activated bit-flip attack to the processing-in-memory accelerator. Cybersecur. Zihao Yang, Mengxin Zheng, Shengyu Fan, Qian Lou, Rui Hou, Dan Meng, Mingzhe Zhang
2025	J	`jnl`	DictPFL: Efficient and Private Federated Learning on Encrypted Gradients. CoRR Jiaqi Xue, Mayank Kumar, Yuzhang Shang, Shangqian Gao, Rui Ning, Mengxin Zheng, Xiaoqian Jiang, Qian Lou
2025	J	`jnl`	DiffQ: Unified Parameter Initialization for Variational Quantum Algorithms via Diffusion Models. CoRR Chi Zhang, Mengxin Zheng, Qian Lou, Fan Chen
2025	J	`jnl`	EGCPPIS: learning hierarchical equivariant graph representations with contrastive integration for protein-protein interaction site identification. BMC Bioinform. Guicong Sun, Yongxian Fan, Yangfeng Zhu, Mengxin Zheng
2025	—	`conf`	Evaluating the Robustness and Accuracy of Text Watermarking Under Real-World Cross-Lingual Manipulations. EMNLP (Findings) Mansour Al Ghanim, Jiaqi Xue, Rochana Prih Hastuti, Mengxin Zheng, Yan Solihin, Qian Lou
2025	—	`conf`	Factuality Beyond Coherence: Evaluating LLM Watermarking Methods for Medical Texts. EMNLP (Findings) Rochana Prih Hastuti, Rian Adam Rajagede, Mansour Al Ghanim, Mengxin Zheng, Qian Lou
2025	J	`jnl`	Factuality Beyond Coherence: Evaluating LLM Watermarking Methods for Medical Texts. CoRR Rochana Prih Hastuti, Rian Adam Rajagede, Mansour Al Ghanim, Mengxin Zheng, Qian Lou
2025	J	`jnl`	MLC-DTA: Drug-target affinity prediction based on multi-level contrastive learning and equivariant graph neural networks. Neurocomputing Mengxin Zheng, Guicong Sun, Yongxian Fan
2025	J	`jnl`	Measuring Computational Universality of Fully Homomorphic Encryption. CoRR Jiaqi Xue, Xin Xin, Wei Zhang, Mengxin Zheng, Qianqian Song, Minxuan Zhou, Yushun Dong, Dongjie Wang, Xun Chen, Jiafeng Xie, Liqiang Wang, David Mohaisen, Hongyi Wu, Qian Lou
2025	J	`jnl`	PIR-RAG: A System for Private Information Retrieval in Retrieval-Augmented Generation. CoRR Baiqiang Wang, Qian Lou, Mengxin Zheng, Dongfang Zhao
2025	J	`jnl`	PRO: Enabling Precise and Robust Text Watermark for Open-Source LLMs. CoRR Jiaqi Xue, Yifei Zhao, Mansour Al Ghanim, Shangqian Gao, Ruimin Sun, Qian Lou, Mengxin Zheng
2025	J	`jnl`	Securing Transformer-based AI Execution via Unified TEEs and Crypto-protected Accelerators. CoRR Jiaqi Xue, Yifei Zhao, Mengxin Zheng, Fan Yao, Yan Solihin, Qian Lou
2025	J	`jnl`	TFHE-Coder: Evaluating LLM-agentic Fully Homomorphic Encryption Code Generation. CoRR Mayank Kumar, Jiaqi Xue, Mengxin Zheng, Qian Lou
2025	J	`jnl`	Uncovering the Hidden Threat of Text Watermarking from Users with Cross-Lingual Knowledge. CoRR Mansour Al Ghanim, Jiaqi Xue, Rochana Prih Hastuti, Mengxin Zheng, Yan Solihin, Qian Lou
2025	J	`jnl`	VQEzy: An Open-Source Dataset for Parameter Initialization in Variational Quantum Eigensolvers. CoRR Chi Zhang, Mengxin Zheng, Qian Lou, Hui Min Leung, Fan Chen
2025	A*	`conf`	zkVC: Fast Zero-Knowledge Proof for Private and Verifiable Computing. DAC Yancheng Zhang, Mengxin Zheng, Xun Chen, Jingtong Hu, Weidong Shi, Lei Ju, Yan Solihin, Qian Lou
2025	J	`jnl`	zkVC: Fast Zero-Knowledge Proof for Private and Verifiable Computing. CoRR Yancheng Zhang, Mengxin Zheng, Xun Chen, Jingtong Hu, Weidong Shi, Lei Ju, Yan Solihin, Qian Lou
2024	—	`conf`	BadFair: Backdoored Fairness Attacks with Group-conditioned Triggers. EMNLP (Findings) Jiaqi Xue, Qian Lou, Mengxin Zheng
2024	J	`jnl`	BadFair: Backdoored Fairness Attacks with Group-conditioned Triggers. CoRR Jiaqi Xue, Qian Lou, Mengxin Zheng
2024	J	`jnl`	BadRAG: Identifying Vulnerabilities in Retrieval Augmented Generation of Large Language Models. CoRR Jiaqi Xue, Mengxin Zheng, Yebowen Hu, Fei Liu, Xun Chen, Qian Lou
2024	—	`conf`	CR-UTP: Certified Robustness against Universal Text Perturbations on Large Language Models. ACL (Findings) Qian Lou, Xin Liang, Jiaqi Xue, Yancheng Zhang, Rui Xie, Mengxin Zheng
2024	J	`jnl`	CR-UTP: Certified Robustness against Universal Text Perturbations on Large Language Models. CoRR Qian Lou, Xin Liang, Jiaqi Xue, Yancheng Zhang, Rui Xie, Mengxin Zheng
2024	J	`jnl`	EGPDI: identifying protein-DNA binding sites based on multi-view graph embedding fusion. Briefings Bioinform. Mengxin Zheng, Guicong Sun, Xueping Li, Yongxian Fan
2024	A*	`conf`	HEPrune: Fast Private Training of Deep Neural Networks With Encrypted Data Pruning. NeurIPS Yancheng Zhang, Mengxin Zheng, Yuzhang Shang, Xun Chen, Qian Lou
2024	A*	`conf`	Jailbreaking LLMs with Arabic Transliteration and Arabizi. EMNLP Mansour Al Ghanim, Saleh Almohaimeed, Mengxin Zheng, Yan Solihin, Qian Lou
2024	J	`jnl`	Jailbreaking LLMs with Arabic Transliteration and Arabizi. CoRR Mansour Al Ghanim, Saleh Almohaimeed, Mengxin Zheng, Yan Solihin, Qian Lou
2024	A	`conf`	OFHE: An Electro-Optical Accelerator for Discretized TFHE. ISLPED Mengxin Zheng, Cheng Chu, Qian Lou, Nathan Youngblood, Mo Li, Sajjad Moazeni, Lei Jiang
2024	J	`jnl`	OFHE: An Electro-Optical Accelerator for Discretized TFHE. CoRR Mengxin Zheng, Cheng Chu, Qian Lou, Nathan Youngblood, Mo Li, Sajjad Moazeni, Lei Jiang
2024	—	`conf`	SSL-Cleanse: Trojan Detection and Mitigation in Self-Supervised Learning. ECCV (87) Mengxin Zheng, Jiaqi Xue, Zihao Wang, Xun Chen, Qian Lou, Lei Jiang, Xiaofeng Wang
2024	—	`conf`	TrojFSP: Trojan Insertion in Few-shot Prompt Tuning. NAACL-HLT Mengxin Zheng, Jiaqi Xue, Xun Chen, Yanshan Wang, Qian Lou, Lei Jiang
2024	—	`conf`	TrojFair: Trojan Fairness Attacks. LAMPS@CCS Jiaqi Xue, Mengxin Zheng, Yi Sheng, Lei Yang, Qian Lou, Lei Jiang
2023	—	`conf`	PriML: An Electro-Optical Accelerator for Private Machine Learning on Encrypted Data. ISQED Mengxin Zheng, Fan Chen, Lei Jiang, Qian Lou
2023	A*	`conf`	Primer: Fast Private Transformer Inference on Encrypted Data. DAC Mengxin Zheng, Qian Lou, Lei Jiang
2023	J	`jnl`	Primer: Fast Private Transformer Inference on Encrypted Data. CoRR Mengxin Zheng, Qian Lou, Lei Jiang
2023	J	`jnl`	SSL-Cleanse: Trojan Detection and Mitigation in Self-Supervised Learning. CoRR Mengxin Zheng, Jiaqi Xue, Xun Chen, Lei Jiang, Qian Lou
2023	J	`jnl`	TrojFSP: Trojan Insertion in Few-shot Prompt Tuning. CoRR Mengxin Zheng, Jiaqi Xue, Xun Chen, Yanshan Wang, Qian Lou, Lei Jiang
2023	J	`jnl`	TrojFair: Trojan Fairness Attacks. CoRR Mengxin Zheng, Jiaqi Xue, Yi Sheng, Lei Yang, Qian Lou, Lei Jiang
2023	A*	`conf`	TrojLLM: A Black-box Trojan Prompt Attack on Large Language Models. NeurIPS Jiaqi Xue, Mengxin Zheng, Ting Hua, Yilin Shen, Yepeng Liu, Ladislau Bölöni, Qian Lou
2023	J	`jnl`	TrojPrompt: A Black-box Trojan Attack on Pre-trained Language Models. CoRR Jiaqi Xue, Yepeng Liu, Mengxin Zheng, Ting Hua, Yilin Shen, Ladislau Bölöni, Qian Lou
2023	A*	`conf`	TrojViT: Trojan Insertion in Vision Transformers. CVPR Mengxin Zheng, Qian Lou, Lei Jiang
2022	—	`conf`	CryptoLight: An Electro-Optical Accelerator for Fully Homomorphic Encryption. NANOARCH Mengxin Zheng, Qian Lou, Fan Chen, Lei Jiang, Yongxin Zhu
2022	J	`jnl`	CryptoLight: An Electro-Optical Accelerator for Fully Homomorphic Encryption. CoRR Mengxin Zheng, Qian Lou, Fan Chen, Lei Jiang, Yongxin Zhu
2022	J	`jnl`	TrojViT: Trojan Insertion in Vision Transformers. CoRR Mengxin Zheng, Qian Lou, Lei Jiang