Scholar
Xia Ning
Google Scholar ID: YkPL8jMAAAAJ
Professor, Biomedical Informatics, Computer Science and Engineering, The Ohio State
GenAI
Medical AI
LLMs
Drug Development
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Citations & Impact
All-time
Citations
3,971
H-index
23
i10-index
55
Publications
20
Co-authors
0
Contact
Email
ning.104@osu.edu
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Publications
24 items
WNOJ-LIO: A White-Noise-on-Jerk Motion-Prior EKF for High-Dynamic LiDAR-IMU Fusion
2026
Cited
0
Generating Developable 3D Molecules via Pocket-Conditioned Diffusion and Property-Aware Optimization
2026
Cited
0
ARMOR: An Agentic Framework for Reaction Feasibility Prediction via Adaptive Utility-aware Multi-tool Reasoning
2026
Cited
0
MMORF: A Multi-agent Framework for Designing Multi-objective Retrosynthesis Planning Systems
2026
Cited
0
Uncertainty as a Planning Signal: Multi-Turn Decision Making for Goal-Oriented Conversation
2026
Cited
0
Latent Thinking Optimization: Your Latent Reasoning Language Model Secretly Encodes Reward Signals in its Latent Thoughts
2025
Cited
0
Flexible Multimodal Neuroimaging Fusion for Alzheimer's Disease Progression Prediction
2025
Cited
0
EcomMMMU: Strategic Utilization of Visuals for Robust Multimodal E-Commerce Models
2025
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0
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Resume (English only)
Academic Achievements
Best Paper Award at COLM LLM for Scientific Discovery Workshop 2025 (Paper: AutoSDT)
Best Paper Award at Chen Institute Symposium for AI Accelerated Science 2025 (Paper: LARC)
Recipient of the Sanofi iDEA-TECH Award in 2024
G²Retro featured in Nature’s special collection for the Nobel Prize in Physics 2024
Published in top-tier venues including ICML, COLM, npj Precision Oncology, Journal of Chemical Information and Modeling, and Communications Chemistry
Constructed and open-sourced high-quality instruction datasets: ECInstruct (for e-commerce) and SMolInstruct (for chemistry)
Released models and data on HuggingFace; used in the 2024 KDD Cup Multi-task Online Shopping Challenge for LLMs
Co-authors
0 total
Co-authors: 0 (list not available)