Recent Publications
Many of the publications listed below are copyrighted by IEEE or ACM. LCA owns copyrights of all unpublished manuscripts listed below. Personal use of these materials is permitted. However, permission to reprint or replublish these materials for resale or redistribution purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works,must be obtained from the IEEE/ACM/LCA.| ET: An Energy Efficient Edge Transformer Architecture [PDF] |
| Shashank Nag, Alan Bacellar, Anshul Jha, Eugene John, Krishnan Kailas, Priscila Lima, Neeraja Yadwadkar, Felipe Franca, and Lizy K. John. |
| ACM Transactions on Architecture and Code Optimization (TACO). July 2026. |
| Elastic Memory Remapping for Multi-tenant LLM Serving [PDF] |
| Ruihao Li, Shagnik Pal, Vineeth Narayan Pullu, Prasoon Sinha, Jeeho Ryoo, Lizy K. John, and Neeraja J. Yadwadkar. |
| SIGOPS Operating Systems Review. July 2026. |
| From Arithmetic to Logic: The Resilience of Logic and Lookup-Based Neural Networks Under Parameter Bit-Flips [PDF] |
| Alan T. L. Bacellar, Sathvik Chemudupati, Shashank Nag, Allison Seigler, Priscila M. V. Lima, Felipe M. G. Franca, and Lizy K. John. |
| Transactions on Machine Learning Research (TMLR) . July 2026. |
| MetaHardware Lifecycle-Aware Power Planning in Commercial Hyperscale Datacenters (Operational Systems) [PDF] |
| Ruihao Li, Leonardo Piga, Wei Su, Carlos Torres, Jovan Stojkovic, Neeraja J. Yadwadkar, Lizy K. John, and Abhishek Dhanotia. |
| Proceedings of the 20th USENIX Symposium on Operating Systems Design and Implementation (OSDI). July 2026. |
| Single-Round Scalable Analytic Federated Learning [PDF] |
| Alan T. L. Bacellar, Mustafa Munir, Felipe M. G. Franca, Priscila M. V. Lima, Radu Marculescu, and Lizy K. John. |
| IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). June 2026. |
| HELIOS: Adaptive Model And Early-Exit Selection For Efficient LLM Inference Serving [PDF] |
| Avinash Kumar, Shashank Nag, Jason Clemons, Lizy K. John, and Poulami Das. |
| Conference on Machine Learning and Systems (MLSYS). May 2026. |
| HMix : An Efficient Hardware Accelerator for Quantized MLP-Mixer Inference [PDF] |
| Dhananjay Rao Thallikar Shyam, Shashank Nag, and Lizy K. John. |
| International Conference on Computing Frontiers (CF). May 2026. |
| Arrhythmia Classification at the Edge Using a Weightless Neural Network Hardware Accelerator [PDF] |
| Anshul Jha, Shashank Nag, Igor D. S. Miranda, Felipe M. G. Franca, Lizy K. John, Priscila M. V. Lima, and Eugene B. John. |
| International Symposium on Applied Reconfigurable Computing (ARC). April 2026. |
| Learning Based Presilicon Estimation of Design Area from Early EDA Metrics [PDF] |
| Tarun Kholay, Anup Ashok Kedilaya, Aman Arora, Jaydeep P. Kulkarni, and Lizy K. John. |
| International Symposium on Applied Reconfigurable Computing (ARC). April 2026. |
| Pitfalls of Unlabeled Disagreement-Based Drift Detection in Streaming Tree Ensembles [PDF] [Slides] |
| Lara Sa Neves, Afonso Lourenco, Lizy K. John, and Goreti Marreiros. |
| Catch, Adapt, and Operate: Monitoring ML Models Under Drift (CAO) Workshop at ICLR. April 2026. |