| Edgebench: Benchmarking edge computing platforms A Das, S Patterson, M Wittie 2018 IEEE/ACM International Conference on Utility and Cloud Computing …, 2018 | 135 | 2018 |
| Performance Optimization for Edge-Cloud Serverless Platforms via Dynamic Task Placement A Das, S Imai, MP Wittie, S Patterson 2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet …, 2020 | 72 | 2020 |
| Skedulix: Hybrid Cloud Scheduling for Cost-Efficient Execution of Serverless Applications A Das, A Leaf, CA Varela, S Patterson 2020 IEEE 13th International Conference on Cloud Computing (CLOUD), 609-618, 2020 | 60 | 2020 |
| Multilevel local SGD: Distributed SGD for heterogeneous hierarchical networks T Castiglia, A Das, S Patterson International Conference on Learning Representations, 2021 | 57* | 2021 |
| Compressed-vfl: Communication-efficient learning with vertically partitioned data TJ Castiglia, A Das, S Wang, S Patterson International conference on machine learning, 2738-2766, 2022 | 53 | 2022 |
| Privacy is what we care about: Experimental investigation of federated learning on edge devices A Das, T Brunschwiler Proceedings of the First International Workshop on Challenges in Artificial …, 2019 | 37 | 2019 |
| Multi-Tier Federated Learning for Vertically Partitioned Data A Das, S Patterson ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 25 | 2021 |
| Cross-silo federated learning for multi-tier networks with vertical and horizontal data partitioning A Das, T Castiglia, S Wang, S Patterson ACM Transactions on Intelligent Systems and Technology (TIST) 13 (6), 1-27, 2022 | 21 | 2022 |
| Tumor neoantigen heterogeneity impacts bystander immune inhibition of pancreatic cancer growth M Das, X Zhou, Y Liu, A Das, B Vincent, J Li, R Liu, L Huang Translational Oncology 13 (12), 2020 | 14 | 2020 |
| Formalizing event-driven behavior of serverless applications M Obetz, A Das, T Castiglia, S Patterson, A Milanova Service-Oriented and Cloud Computing: 8th IFIP WG 2.14 European Conference …, 2020 | 13 | 2020 |
| Preference tuning with human feedback on language, speech, and vision tasks: A survey GI Winata, H Zhao, A Das, W Tang, DD Yao, SX Zhang, S Sahu arXiv preprint arXiv:2409.11564, 2024 | 9 | 2024 |
| Worldcuisines: A massive-scale benchmark for multilingual and multicultural visual question answering on global cuisines GI Winata, F Hudi, PA Irawan, D Anugraha, RA Putri, Y Wang, A Nohejl, ... arXiv preprint arXiv:2410.12705, 2024 | 5 | 2024 |
| Diffusion and consensus in a weakly coupled network of networks Y Yi, A Das, B Bamieh, Z Zhang, S Patterson IEEE Transactions on Control of Network Systems 8 (4), 1601-1612, 2021 | 4 | 2021 |
| Rainbowpo: A unified framework for combining improvements in preference optimization H Zhao, GI Winata, A Das, SX Zhang, DD Yao, W Tang, S Sahu arXiv preprint arXiv:2410.04203, 2024 | 3 | 2024 |
| LLM Surgery: Efficient Knowledge Unlearning and Editing in Large Language Models AK Veldanda, SX Zhang, A Das, S Chakraborty, S Rawls, S Sahu, ... arXiv preprint arXiv:2409.13054, 2024 | 3 | 2024 |
| Convergence rate of consensus in a network of networks A Das, Y Yi, S Patterson, B Bamieh, Z Zhang 2018 IEEE Conference on Decision and Control (CDC), 459-465, 2018 | 3 | 2018 |
| Continual Pre-training of MoEs: How robust is your router? B Thérien, CÉ Joseph, Z Sarwar, A Panda, A Das, SX Zhang, S Rawls, ... arXiv preprint arXiv:2503.05029, 2025 | | 2025 |
| StructMoE: Structured Mixture of Experts Using Low Rank Experts Z Sarwar, A Panda, B Thérien, S Rawls, A Das, K Balasubramaniam, ... NeurIPS Efficient Natural Language and Speech Processing Workshop, 182-193, 2024 | | 2024 |
| Vertical federated learning with compressed embeddings SW Anirban Das, Timothy John Castiglia, Stacy Elizabeth Patterson US Patent 12,033,074, 2024 | | 2024 |
| Resource-Aware Distributed Analytics and Machine Learning for Hybrid Edge-Cloud Systems A Das Rensselaer Polytechnic Institute, 2021 | | 2021 |
Stacy PattersonAssociate Professor, Rensselaer Polytechnic InstituteVerified email at cs.rpi.edu
