Scholar
Zhenyu Lei
Google Scholar ID: y4uMsEIAAAAJ
University of Virginia
Citations & Impact
Citations
347
H-index
8
i10-index
8
Publications
20
Co-authors
6
list available
Publications
Resume (English only)
Academic Achievements
- - Publications:
- * MolEdit: Knowledge Editing for Multimodal Molecule Language Models, WSDM 2026 (Oral)
- * Learning from Diverse Reasoning Paths with Routing and Collaboration, EMNLP 2025
- * Harnessing Large Language Models for Disaster Management: A Survey, ACL 2025 Findings
- * ST-FiT: Inductive Spatial-Temporal Forecasting with Limited Training Data, AAAI 2025 (Oral)
- * BrainMAP: Learning Multiple Activation Pathways in Brain Networks, AAAI 2025 (Oral)
Research Experience
- - Experience in solving real-world challenges with LLMs, graph models, spatial-temporal models, AI for neuroscience, AI for biochemistry, and fairness algorithms
Education
- - PhD Student at the University of Virginia
- - Advisor not explicitly mentioned
Background
- - Research Interests: Efficiency (especially how to distill the whole ability of larger black-box or white-box models into smaller ones), Reliability (how to make accessible models more reliable)
- - Current Side Projects: AI for Urban+Environment (air quality and disaster management), AI for Neuroscience (understanding the brain)
Miscellany
- Contact: vjd5zr [at] virginia [dot] edu / vjd5zr [at] outlook [dot] com
- Other Links: CV, Google Scholar, Twitter
