| Maxk-gnn: Extremely fast gpu kernel design for accelerating graph neural networks training H Peng, X Xie, K Shivdikar, MA Hasan, J Zhao, S Huang, O Khan, D Kaeli, ... Proceedings of the 29th ACM International Conference on Architectural …, 2024 | 58* | 2024 |
| Accel-gcn: High-performance gpu accelerator design for graph convolution networks X Xie, H Peng, A Hasan, S Huang, J Zhao, H Fang, W Zhang, T Geng, ... IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2023, 2023 | 41 | 2023 |
| Automated detection of retrogressive thaw slumps in the high Arctic using high-resolution satellite imagery C Witharana, MR Udawalpola, AK Liljedahl, MKW Jones, BM Jones, ... Remote Sensing 14 (17), 4132, 2022 | 33 | 2022 |
| Ising-cf: A pathbreaking collaborative filtering method through efficient ising machine learning Z Liu, Y Yang, Z Pan, A Sharma, A Hasan, C Ding, A Li, M Huang, T Geng 2023 60th ACM/IEEE Design Automation Conference (DAC), 1-6, 2023 | 29* | 2023 |
| Prunegnn: Algorithm-architecture pruning framework for graph neural network acceleration D Gurevin, M Shan, S Huang, MDA Hasan, C Ding, O Khan 2024 IEEE International Symposium on High-Performance Computer Architecture …, 2024 | 21 | 2024 |
| Convolutional neural networks for automated built infrastructure detection in the arctic using sub-meter spatial resolution satellite imagery E Manos, C Witharana, MR Udawalpola, A Hasan, AK Liljedahl Remote Sensing 14 (11), 2719, 2022 | 17 | 2022 |
| An optimal GeoAI workflow for pan-arctic permafrost feature detection from high-resolution satellite imagery MR Udawalpola, A Hasan, A Liljedahl, A Soliman, J Terstriep, ... Photogrammetric Engineering & Remote Sensing 88 (3), 181-188, 2022 | 12 | 2022 |
| Operational-scale geoai for pan-arctic permafrost feature detection from high-resolution satellite imagery M Udawalpola, A Hasan, AK Liljedahl, A Soliman, C Witharana The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2021 | 10 | 2021 |
| Ice-wedge polygon detection in satellite imagery from pan-Arctic regions, Permafrost Discovery Gateway, 2001-2021 C Witharana, MR Udawalpola, AS Perera, A Hasan, E Manos, A Liljedahl, ... NSF Arctic Data Center, 2023 | 5 | 2023 |
| Use of commercial satellite imagery to monitor changing arctic polygonal tundra A Hasan, M Udawalpola, A Liljedahl, C Witharana Photogrammetric Engineering & Remote Sensing 88 (4), 255-262, 2022 | 5 | 2022 |
| LLM-VeriPPA: Power, Performance, and Area Optimization aware Verilog Code Generation with Large Language Models K Thorat, J Zhao, Y Liu, A Hasan, H Peng, X Xie, B Lei, C Ding 2025 ACM/IEEE 7th Symposium on Machine Learning for CAD (MLCAD), 1-7, 2025 | 2 | 2025 |
| TROJAN-GUARD: Hardware Trojans Detection Using GNN in RTL Designs K Thorat, A Hasan, C Ding, Z Shi arXiv preprint arXiv:2506.17894, 2025 | 2 | 2025 |
| Detection of Clouds in Medium-Resolution Satellite Imagery Using Deep Convolutional Neural Nets A Hasan, C Witharana, MR Udawalpola, AK Liljedahl The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2022 | 2 | 2022 |
| GROOT: Graph Edge Re-growth and Partitioning for the Verification of Large Designs in Logic Synthesis K Thorat, H Peng, Y Luo, X Xie, S Huang, A Hasan, J Zhao, Y Li, Z Shi, ... 2025 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2025 | 1 | 2025 |
| A Modified Swin Transformer Architecture for Accurate Melanoma Detection M Hanif, MA Hasan, N Mubin Ara, B Harun, N Mohammad 2025 International Conference on Electrical, Computer and Communication …, 2025 | 1 | 2025 |
| Automated recognition of permafrost disturbances using high-spatial resolution satellite imagery and deep learning models MR Udawalpola, C Witharana, A Hasan, A Liljedahl, M Ward Jones, ... The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2022 | 1 | 2022 |
| Automated Mapping of Arctic Permafrost Landforms Using Deep Learning A Hasan University of Connecticut, 2022 | 1 | 2022 |
| Sparsity-Controllable Dynamic Top-p MoE for Large Foundation Model Pre-training C Jin, H Peng, M Xiang, Q Zhang, X Yuan, A Hasan, O Dibua, Y Gong, ... arXiv preprint arXiv:2512.13996, 2025 | | 2025 |
Caiwen DingAssociate Professor, University of Minnesota - Twin CitiesVerified email at umn.edu
