Scholar
Zhongliang Zhou
Google Scholar ID: Lq_tHEsAAAAJ
Merck & Co., Inc
Citations & Impact
Citations
424
H-index
10
i10-index
11
Publications
20
Co-authors
8
list available
Contact
Publications
Resume (English only)
Academic Achievements
- - Publications:
- - One paper on backdoor defense accepted by ICLR 2025
- - One paper on backdoor detection accepted by TMLR with feature certificate
- - One paper on GeoXAI accepted by the International Journal of Geographical Information Science
- - One paper on RAG in Pharmaceutical Application accepted by AAAI 2025
- - One paper on using LLM and RAG for image geo-localization accepted by SIGIR
- - One review paper on Informatic challenges and advances in illuminating the druggable proteome accepted by Drug Discovery Today (IF 7.4)
- - One paper on building an explainable model for mapping kinase-substrate interaction accepted by Oxford Bioinformatics (IF 6.931)
- - One paper on detecting backdoor from LVM accepted by AAAI 2024 as student abstract
- - One paper on fish identification accepted by AJCAI 2023
- - Two papers accepted by ICML 2023 workshop, one to be presented as a spotlight presentation
- - One paper accepted by Oxford Bioinformatics (IF 6.931)
- - Two papers accepted by Briefing in Bioinformatics (IF 13.9)
- - Awards:
- - Best PhD Dissertation Award by the University of Georgia School of Computing
- - 2022 Outstanding Graduate Student award from the University of Georgia Department of Computer Science
Research Experience
- - Senior Scientist at Merck & Co., Inc.
- - Research Intern at Microsoft Research
Education
- - Ph.D. in Computer Science, University of Georgia
- - Advisors: Dr. Natarajan Kannan and Dr. Sheng Li
Background
- - Research Interests: Interdisciplinary research, Machine Learning, and Deep learning with applications in bioinformatics and computer vision
- - Professional Field: Explainable Machine Learning (XAI)
- - Introduction: Currently a Senior Scientist at Merck & Co., Inc.
Miscellany
- - Personal Interests: Photography, tennis, badminton
- - Pets: Two adorable puppies named Juan Mao (卷毛) and Alpha (阿尔法)
