Sutanay Choudhury
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
23
Venues
19
Active years
2012–2025
Best venue rank
A*
Where they publish
Papers
23 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | HPDC | Optimizing Data Distribution and Kernel Performance for Efficient Training of Chemistry Foundation Models: A Case Study with MACE. | Jesun Sahariar Firoz, Franco Pellegrini, Mario Geiger, Darren Hsu, Jenna A. Bilbrey, Han-Yi Chou, Maximilian Stadler, Markus Hhnerbach, Tingyu Wang, Dejun Lin, Emine Kkbenli, Henry W. Sprueill, Ilyes Batatia, Sotiris S. Xantheas, MalSoon Lee, Christopher J. Mundy, Gbor Csnyi, Justin S. Smith, Ponnuswamy Sadayappan, Sutanay Choudhury |
| 2024 | ICLR | Faithful and Efficient Explanations for Neural Networks via Neural Tangent Kernel Surrogate Models. | Andrew Engel, Zhichao Wang, Natalie Frank, Ioana Dumitriu, Sutanay Choudhury, Anand D. Sarwate, Tony Chiang |
| 2024 | ICML | CHEMREASONER: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback. | Henry W. Sprueill, Carl Edwards, Khushbu Agarwal, Mariefel V. Olarte, Udishnu Sanyal, Conrad Johnston, Hongbin Liu, Heng Ji, Sutanay Choudhury |
| 2023 | EMNLP | Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design. | Henry Sprueill, Carl Edwards, Mariefel V. Olarte, Udishnu Sanyal, Heng Ji, Sutanay Choudhury |
| 2023 | IJCAI | A Unification Framework for Euclidean and Hyperbolic Graph Neural Networks. | Mehrdad Khatir, Nurendra Choudhary, Sutanay Choudhury, Khushbu Agarwal, Chandan K. Reddy |
| 2023 | ICS | BitGNN: Unleashing the Performance Potential of Binary Graph Neural Networks on GPUs. | Jou-An Chen, Hsin-Hsuan Sung, Xipeng Shen, Sutanay Choudhury, Ang Li |
| 2023 | WWW | MediSage: An AI Assistant for Healthcare via Composition of Neural-Symbolic Reasoning Operators. | Sutanay Choudhury, Khushbu Agarwal, Colby Ham, Suzanne Tamang |
| 2021 | AMIA | Tracking the Evolution of COVID-19 via Temporal Comorbidity Analysis from Multi-Modal Data. | Sutanay Choudhury, Khushbu Agarwal, Colby Ham, Pritam Mukherjee, Siyi Tang, Sindhu Tipirneni, Veysel Kocaman, Suzanne Tamang, Robert Rallo, Chandan K. Reddy |
| 2021 | WWW | Self-Supervised Learning of Contextual Embeddings for Link Prediction in Heterogeneous Networks. | Ping Wang, Khushbu Agarwal, Colby Ham, Sutanay Choudhury, Chandan K. Reddy |
| 2018 | WSDM | Percolator: Scalable Pattern Discovery in Dynamic Graphs. | Sutanay Choudhury, Sumit Purohit, Peng Lin, Yinghui Wu, Lawrence B. Holder, Khushbu Agarwal |
| 2017 | CIKM | When Labels Fall Short: Property Graph Simulation via Blending of Network Structure and Vertex Attributes. | Arun V. Sathanur, Sutanay Choudhury, Cliff A. Joslyn, Sumit Purohit |
| 2017 | ICDE | NOUS: Construction and Querying of Dynamic Knowledge Graphs. | Sutanay Choudhury, Khushbu Agarwal, Sumit Purohit, Baichuan Zhang, Meg Pirrung, William P. Smith, Mathew Thomas |
| 2016 | ICASSP | Multi-centrality graph spectral decompositions and their application to cyber intrusion detection. | Pin-Yu Chen, Sutanay Choudhury, Alfred O. Hero III |
| 2015 | CCS | DEMO: Action Recommendation for Cyber Resilience. | Luke Rodriguez, Darren S. Curtis, Sutanay Choudhury, Kiri Oler, Peter Nordquist, Pin-Yu Chen, Indrajit Ray |
| 2015 | EDBT | A Selectivity based approach to Continuous Pattern Detection in Streaming Graphs. | Sutanay Choudhury, Lawrence B. Holder, George Chin Jr., Khushbu Agarwal, John Feo |
| 2014 | KDD | Frequent Subgraph Discovery in Large Attributed Streaming Graphs. | Abhik Ray, Larry Holder, Sutanay Choudhury |
| 2014 | SIGMOD | Parasol: An Architecture for Cross-Cloud Federated Graph Querying. | Michael D. Lieberman, Sutanay Choudhury, Marisa Hughes, Dennis Patrone, Robert T. Hider Jr., Christine D. Piatko, Matthew Chapman, J. P. Marple, David Silberberg |
| 2013 | ISI | Towards a network-of-networks framework for cyber security. | Mahantesh Halappanavar, Sutanay Choudhury, Emilie Hogan, Peter Hui, John R. Johnson, Indrajit Ray, Lawrence B. Holder |
| 2013 | SC | Toward a data scalable solution for facilitating discovery of scientific data resources. | Alan R. Chappell, Sutanay Choudhury, John Feo, David J. Haglin, Alessandro Morari, Sumit Purohit, Karen Schuchardt, Antonino Tumeo, Jesse Weaver, Oreste Villa |
| 2013 | SIGMOD | StreamWorks: a system for dynamic graph search. | Sutanay Choudhury, Lawrence B. Holder, George Chin Jr., Abhik Ray, Sherman Beus, John Feo |
| 2013 | SIGMOD | Fast search for dynamic multi-relational graphs. | Sutanay Choudhury, Lawrence B. Holder, John Feo, George Chin Jr. |
| 2013 | SIGMOD | Massive scale cyber traffic analysis: a driver for graph database research. | Cliff A. Joslyn, Sutanay Choudhury, David Haglin, Bill Howe, Bill Nickless, Bryan Olsen |
| 2012 | SBAC-PAD | Scalable Triadic Analysis of Large-Scale Graphs: Multi-core vs. Multi-processor vs. Multi-threaded Shared Memory Architectures. | George Chin Jr., Andrs Mrquez, Sutanay Choudhury, John Feo |