Choudhury, Sutanay

1. A Chronological Edge-Driven Approach to Temporal Subgraph Isomorphism
   2018/01/24 by Mackey, Patrick, Porterfield, Katherine, Fitzhenry, Erin +2 · 2 citations
   #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences
2. ChemReasoner: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback
   2024/02/15 by Henry W. Sprueill, Sprueill, Henry W., Carl N. Edwards +15 · 4 citations
   Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Chemical Physics (physics.chem-ph) #Computational Engineering #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Machine Learning (cs.LG) #and Science (cs.CE)
3. Snomed2Vec: Random Walk and Poincaré Embeddings of a Clinical Knowledge Base for Healthcare Analytics
   2019/07/19 by Agarwal, Khushbu, Eftimov, Tome, Addanki, Raghavendra +3 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. GLaM: Fine-Tuning Large Language Models for Domain Knowledge Graph Alignment via Neighborhood Partitioning and Generative Subgraph Encoding
   2024/02/09 by Dernbach, Stefan, Agarwal, Khushbu, Zuniga, Alejandro +2 · 4 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
5. Evaluating Emerging AI/ML Accelerators: IPU, RDU, and NVIDIA/AMD GPUs
   2023/11/08 by Hongwu Peng, Peng, Hongwu, Caiwen Ding +9 · 3 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #C.4 #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
6. Graph Neural Network and Koopman Models for Learning Networked Dynamics: A Comparative Study on Power Grid Transients Prediction
   2022/02/16 by Sai Pushpak Nandanoori, Nandanoori, Sai Pushpak, Sheng Guan +11 · 2 citations
   Engineering · Computer Science · #Power System Optimization and Stability #Computational Physics and Python Applications #Optimal Power Flow Distribution
7. Faithful and Efficient Explanations for Neural Networks via Neural Tangent Kernel Surrogate Models
   2023/05/23 by Andrew G. Engel, Zhichao Wang, Engel, Andrew +11 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. NOUS: Construction and Querying of Dynamic Knowledge Graphs
   2016/06/07 by Choudhury, Sutanay, Agarwal, Khushbu, Purohit, Sumit +4 · 1 citation
   #Databases (cs.DB) #FOS: Computer and information sciences
9. Enterprise Cyber Resiliency Against Lateral Movement: A Graph Theoretic Approach
   2019/05/03 by Chen, Pin-Yu, Choudhury, Sutanay, Rodriguez, Luke +2 · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
10. Optimizing Data Distribution and Kernel Performance for Efficient Training of Chemistry Foundation Models: A Case Study with MACE
    2025/04/14 by Jesun Firoz, Firoz, Jesun, Franco Pellegrini +35 · 2 citations
    Computer Science · Materials Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning in Materials Science #Parallel #and Cluster Computing (cs.DC)