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2020 – today
- 2026
[i9]Aishwarya Sarkar, Sayan Ghosh, Nathan R. Tallent, Aman Chadha, Tanya G. Roosta, Ali Jannesari:
Rudder: Steering Prefetching in Distributed GNN Training using LLM Agents. CoRR abs/2602.23556 (2026)- 2025
- [c4]Aishwarya Sarkar
, Autrin Hakimi, Xiaoqiong Chen, Hai Huang, Chaoqun Lu, Ibrahim Demir, Ali Jannesari:
HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction. SIGSPATIAL/GIS 2025: 1019-1030 - [c3]Joseph Zuber, Aishwarya Sarkar, Joseph Jennings, Ali Jannesari:
Enhanced Soups for Graph Neural Networks. IPDPS (Workshops) 2025: 762-771 - [i8]Joseph Zuber, Aishwarya Sarkar, Joseph Jennings, Ali Jannesari:
Enhanced Soups for Graph Neural Networks. CoRR abs/2503.11612 (2025) - [i7]Aishwarya Sarkar, Autrin Hakimi, Xiaoqiong Chen, Hai Huang, Chaoqun Lu, Ibrahim Demir, Ali Jannesari:
HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction. CoRR abs/2509.02481 (2025) - [i6]Sadegh Jafari, Aishwarya Sarkar, Mohiuddin Bilwal, Ali Jannesari:
ProfilingAgent: Profiling-Guided Agentic Reasoning for Adaptive Model Optimization. CoRR abs/2509.05584 (2025) - 2024
- [c2]Aishwarya Sarkar, Sayan Ghosh, Nathan R. Tallent, Ali Jannesari:
MassiveGNN: Efficient Training via Prefetching for Massively Connected Distributed Graphs. CLUSTER 2024: 62-73 - [i5]Le Chen, Nesreen K. Ahmed, Akash Dutta, Arijit Bhattacharjee, Sixing Yu, Quazi Ishtiaque Mahmud, Waqwoya Abebe, Hung Phan, Aishwarya Sarkar, Branden Butler, Niranjan Hasabnis, Gal Oren, Vy A. Vo, Juan Pablo Muñoz, Theodore L. Willke, Tim Mattson, Ali Jannesari:
The Landscape and Challenges of HPC Research and LLMs. CoRR abs/2402.02018 (2024) - [i4]Aishwarya Sarkar, Sayan Ghosh, Nathan R. Tallent, Ali Jannesari:
MassiveGNN: Efficient Training via Prefetching for Massively Connected Distributed Graphs. CoRR abs/2410.22697 (2024) - 2023
- [c1]Aishwarya Sarkar, Jien Zhang, Chaoqun Lu, Ali Jannesari:
Domain-Aware Scalable Distributed Training for Geo-Spatiotemporal Data. IPDPS Workshops 2023: 960-969 - [i3]Aishwarya Sarkar, Chaoqun Lu, Ali Jannesari:
Accelerating Domain-aware Deep Learning Models with Distributed Training. CoRR abs/2301.11787 (2023) - 2021
- [i2]Aishwarya Sarkar, Jien Zhang, Chaoqun Lu, Ali Jannesari:
Transfer Learning Approaches for Knowledge Discovery in Grid-based Geo-Spatiotemporal Data. CoRR abs/2110.00841 (2021) - 2020
- [i1]Aishwarya Sarkar, Jien Zhang, Chaoqun Lu, Ali Jannesari:
HydroDeep - A Knowledge Guided Deep Neural Network for Geo-Spatiotemporal Data Analysis. CoRR abs/2010.04328 (2020)
Coauthor Index
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