Mengxin Zheng

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 19

Top Topics

Top Venues

Briefings Bioinform.

Publications

Mengxin Zheng, Jiaqi Xue, Xun Chen, Yanshan Wang, Qian Lou, Lei Jiang
TrojFSP: Trojan Insertion in Few-shot Prompt Tuning. NAACL-HLT (2024)
Mengxin Zheng, Guicong Sun, Xueping Li, Yongxian Fan
EGPDI: identifying protein-DNA binding sites based on multi-view graph embedding fusion. Briefings Bioinform. 25 (4) (2024)
Mengxin Zheng, Cheng Chu, Qian Lou, Nathan Youngblood, Mo Li, Sajjad Moazeni, Lei Jiang
OFHE: An Electro-Optical Accelerator for Discretized TFHE. CoRR (2024)
Mansour Al Ghanim, Saleh Almohaimeed, Mengxin Zheng, Yan Solihin, Qian Lou
Jailbreaking LLMs with Arabic Transliteration and Arabizi. CoRR (2024)
Qian Lou, Xin Liang, Jiaqi Xue, Yancheng Zhang, Rui Xie, Mengxin Zheng
CR-UTP: Certified Robustness against Universal Text Perturbations on Large Language Models. ACL (Findings) (2024)
Qian Lou, Xin Liang, Jiaqi Xue, Yancheng Zhang, Rui Xie, Mengxin Zheng
CR-UTP: Certified Robustness against Universal Text Perturbations on Large Language Models. CoRR (2024)
Jiaqi Xue, Mengxin Zheng, Yebowen Hu, Fei Liu, Xun Chen, Qian Lou
BadRAG: Identifying Vulnerabilities in Retrieval Augmented Generation of Large Language Models. CoRR (2024)
Jiaqi Xue, Mengxin Zheng, Ting Hua, Yilin Shen, Yepeng Liu, Ladislau Bölöni, Qian Lou
TrojLLM: A Black-box Trojan Prompt Attack on Large Language Models. NeurIPS (2023)
Mengxin Zheng, Qian Lou, Lei Jiang
TrojViT: Trojan Insertion in Vision Transformers. CVPR (2023)
Jiaqi Xue, Yepeng Liu, Mengxin Zheng, Ting Hua, Yilin Shen, Ladislau Bölöni, Qian Lou
TrojPrompt: A Black-box Trojan Attack on Pre-trained Language Models. CoRR (2023)
Mengxin Zheng, Qian Lou, Lei Jiang
Primer: Fast Private Transformer Inference on Encrypted Data. CoRR (2023)
Mengxin Zheng, Jiaqi Xue, Yi Sheng, Lei Yang, Qian Lou, Lei Jiang
TrojFair: Trojan Fairness Attacks. CoRR (2023)
Mengxin Zheng, Jiaqi Xue, Xun Chen, Yanshan Wang, Qian Lou, Lei Jiang
TrojFSP: Trojan Insertion in Few-shot Prompt Tuning. CoRR (2023)
Mengxin Zheng, Qian Lou, Lei Jiang
Primer: Fast Private Transformer Inference on Encrypted Data. DAC (2023)
Mengxin Zheng, Jiaqi Xue, Xun Chen, Lei Jiang, Qian Lou
SSL-Cleanse: Trojan Detection and Mitigation in Self-Supervised Learning. CoRR (2023)
Mengxin Zheng, Fan Chen, Lei Jiang, Qian Lou
PriML: An Electro-Optical Accelerator for Private Machine Learning on Encrypted Data. ISQED (2023)
Mengxin Zheng, Qian Lou, Lei Jiang
TrojViT: Trojan Insertion in Vision Transformers. CoRR (2022)
Mengxin Zheng, Qian Lou, Fan Chen, Lei Jiang, Yongxin Zhu
CryptoLight: An Electro-Optical Accelerator for Fully Homomorphic Encryption. CoRR (2022)
Mengxin Zheng, Qian Lou, Fan Chen, Lei Jiang, Yongxin Zhu
CryptoLight: An Electro-Optical Accelerator for Fully Homomorphic Encryption. NANOARCH (2022)