Recent Publications
[MICRO'26] SYMPHONY: Harmonizing Memory and Communication in LLM Inference on 3D DRAM Accelerators
[HPCA'26] Compression-Aware Gradient Splitting for Collective Communications in Distributed Training.
[MICRO'25] SuperMesh: Energy-Efficient Collective Communications for Accelerators. [Distinguished Artifact Award]
[HPCA'24] Enhancing Collective Communication in MCM Accelerators for Deep Learning Training.
[IEEE BigData'22] Fast Support Vector Machine Using Singular Value Decomposition.
[PRDC'22] Characterizing Deep Learning Neural Network Failures between Algorithmic Inaccuracy and Transient Hardware Faults.