Qizhang Feng
- Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond
2023/04/26 by Jingfeng Yang, Hongye Jin, Yang, Jingfeng +13 · 5 voices · 43 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Topic Modeling #cs.AI #cs.CL #cs.LG
- Did You Train on My Dataset? Towards Public Dataset Protection with Clean-Label Backdoor Watermarking
2023/03/20 by Ruixiang Tang, Tang, Ruixiang, Qizhang Feng +7 · 7 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Multimedia (cs.MM)
- Exposing Privacy Gaps: Membership Inference Attack on Preference Data for LLM Alignment
2024/07/08 by Qizhang Feng, Siva Rajesh Kasa, Feng, Qizhang +8 · 5 citations
Computer Science · Social Sciences · #Access Control and Trust #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data
- DEGREE: Decomposition Based Explanation For Graph Neural Networks
2023/05/22 by Qizhang Feng, Feng, Qizhang, Ninghao Liu +9 · 2 citations
Computer Science · Materials Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
- Fair Machine Learning in Healthcare: A Review
2022/06/29 by Qizhang Feng, Mengnan Du, Feng, Qizhang +5 · 1 citation
Economics, Econometrics and Finance · Health Professions · Social Sciences · #Health Systems, Economic Evaluations, Quality of Life #Healthcare cost, quality, practices #Ethics and Social Impacts of AI