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ORCIDMengxin Zheng
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2020 – today
- 2024
[j1]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)- [c11]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: 9863-9875 - [c10]Jiaqi Xue, Qian Lou, Mengxin Zheng:
BadFair: Backdoored Fairness Attacks with Group-conditioned Triggers. EMNLP (Findings) 2024: 8257-8270 - [c9]Mansour Al Ghanim, Saleh Almohaimeed, Mengxin Zheng, Yan Solihin, Qian Lou:
Jailbreaking LLMs with Arabic Transliteration and Arabizi. EMNLP 2024: 18584-18600 - [c8]Mengxin Zheng, Cheng Chu, Qian Lou, Nathan Youngblood, Mo Li, Sajjad Moazeni, Lei Jiang:
OFHE: An Electro-Optical Accelerator for Discretized TFHE. ISLPED 2024: 1-6 - [c7]Jiaqi Xue, Mengxin Zheng, Yi Sheng, Lei Yang, Qian Lou, Lei Jiang:
TrojFair: Trojan Fairness Attacks. LAMPS@CCS 2024: 47-56 - [c6]Mengxin Zheng, Jiaqi Xue, Xun Chen, Yanshan Wang, Qian Lou, Lei Jiang:
TrojFSP: Trojan Insertion in Few-shot Prompt Tuning. NAACL-HLT 2024: 1141-1151 - [i11]Mengxin Zheng, Cheng Chu, Qian Lou, Nathan Youngblood, Mo Li, Sajjad Moazeni, Lei Jiang:
OFHE: An Electro-Optical Accelerator for Discretized TFHE. CoRR abs/2405.11607 (2024) - [i10]Jiaqi Xue, Mengxin Zheng, Yebowen Hu, Fei Liu, Xun Chen, Qian Lou:
BadRAG: Identifying Vulnerabilities in Retrieval Augmented Generation of Large Language Models. CoRR abs/2406.00083 (2024) - [i9]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 abs/2406.01873 (2024) - [i8]Mansour Al Ghanim, Saleh Almohaimeed, Mengxin Zheng, Yan Solihin, Qian Lou:
Jailbreaking LLMs with Arabic Transliteration and Arabizi. CoRR abs/2406.18725 (2024) - 2023
- [c5]Mengxin Zheng, Qian Lou, Lei Jiang:
TrojViT: Trojan Insertion in Vision Transformers. CVPR 2023: 4025-4034 - [c4]Mengxin Zheng, Qian Lou, Lei Jiang:
Primer: Fast Private Transformer Inference on Encrypted Data. DAC 2023: 1-6 - [c3]Mengxin Zheng, Fan Chen, Lei Jiang, Qian Lou:
PriML: An Electro-Optical Accelerator for Private Machine Learning on Encrypted Data. ISQED 2023: 1-7 - [c2]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 - [i7]Mengxin Zheng, Jiaqi Xue, Xun Chen, Lei Jiang, Qian Lou:
SSL-Cleanse: Trojan Detection and Mitigation in Self-Supervised Learning. CoRR abs/2303.09079 (2023) - [i6]Mengxin Zheng, Qian Lou, Lei Jiang:
Primer: Fast Private Transformer Inference on Encrypted Data. CoRR abs/2303.13679 (2023) - [i5]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 abs/2306.06815 (2023) - [i4]Mengxin Zheng, Jiaqi Xue, Xun Chen, Yanshan Wang, Qian Lou, Lei Jiang:
TrojFSP: Trojan Insertion in Few-shot Prompt Tuning. CoRR abs/2312.10467 (2023) - [i3]Mengxin Zheng, Jiaqi Xue, Yi Sheng, Lei Yang, Qian Lou, Lei Jiang:
TrojFair: Trojan Fairness Attacks. CoRR abs/2312.10508 (2023) - 2022
- [c1]Mengxin Zheng, Qian Lou, Fan Chen, Lei Jiang, Yongxin Zhu:
CryptoLight: An Electro-Optical Accelerator for Fully Homomorphic Encryption. NANOARCH 2022: 19:1-19:2 - [i2]Mengxin Zheng, Qian Lou, Lei Jiang:
TrojViT: Trojan Insertion in Vision Transformers. CoRR abs/2208.13049 (2022) - [i1]Mengxin Zheng, Qian Lou, Fan Chen, Lei Jiang, Yongxin Zhu:
CryptoLight: An Electro-Optical Accelerator for Fully Homomorphic Encryption. CoRR abs/2211.13780 (2022)
Coauthor Index
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