3 citations · 6 across the 4 of their papers we have counts for
4 papers
FRAGMENTA: Efficient End-to-end Fragmentation-based Generative Model with Agentic Tuning for Drug Lead Optimization in Small Data Regime
Yuto Suzuki, Paul Awolade, Daniel V. LaBarbera +1
Molecule generation from extremely limited training data is a key challenge in drug discovery. Existing fragment-based methods are more suitable than atom-based approaches in this…
Universe of Thoughts: A Computational Framework for Creative Reasoning in Large Language Models
Yuto Suzuki, Farnoush Banaei-Kashani
Recent advances in Large Language Model (LLM) reasoning have improved conventional problem solving, but creative reasoning remains comparatively underexplored. Inspired by cognitiv…
Bridging the Gap between Artificial Intelligence and Artificial General Intelligence: A Ten Commandment Framework for Human-Like Intelligence
Ananta Nair, Farnoush Banaei-Kashani
The field of artificial intelligence has seen explosive growth and exponential success. The last phase of development showcased deep learnings ability to solve a variety of difficu…
Efficient Reachability Query Evaluation in Large Spatiotemporal Contact Datasets
Houtan Shirani-Mehr, Farnoush Banaei Kashani, Cyrus Shahabi
With the advent of reliable positioning technologies and prevalence of location-based services, it is now feasible to accurately study the propagation of items such as infectious v…