Mahantesh Halappanavar

1. Retrieval-Augmented Generation with Graphs (GraphRAG)
   2024/12/31 by Haoyu Han, Yu Wang, Han, Haoyu +32 · 47 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Machine Learning and Algorithms #DNA and Biological Computing
2. Challenges and Opportunities in Deep Reinforcement Learning with Graph Neural Networks: A Comprehensive review of Algorithms and Applications
   2022/06/16 by Sai Munikoti, Munikoti, Sai, Deepesh Agarwal +7 · 6 citations
   Engineering · #Green IT and Sustainability #Advanced Memory and Neural Computing #Advanced Sensor and Energy Harvesting Materials
3. V2W-BERT: A Framework for Effective Hierarchical Multiclass\n Classification of Software Vulnerabilities
   2021/02/23 by Siddhartha Shankar Das, Das, Siddhartha Shankar, Edoardo Serra +7 · 3 citations
   Computer Science · #Software Engineering Research #Software Reliability and Analysis Research #Web Application Security Vulnerabilities
4. Scaling Up Coordinate Descent Algorithms for Large \ℓ₁\n Regularization Problems
   2012/06/27 by Scherrer, Chad, Mahantesh Halappanavar, Ambuj Tewari +4 · 1 citation
   Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Advanced Image and Video Retrieval Techniques
5. Perspectives on AI Architectures and Co-design for Earth System Predictability
   2023/04/07 by Maruti Kumar Mudunuru, James Ang, Mudunuru, Maruti K. +19 · 1 citation
   Computer Science · Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #Computational Physics (physics.comp-ph) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management #Seismology and Earthquake Studies #Statistics and Probability (physics.data-an) #Traffic Prediction and Management Techniques
6. Learning to Simulate Aerosol Dynamics with Graph Neural Networks
   2024/09/20 by Fabiana Ferracina, Payton Beeler, Ferracina, Fabiana +9 · 1 citation
   Environmental Science · #Air Quality Monitoring and Forecasting #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)