HyperMetric: Robust Hyperdimensional Computing on Error-prone Memories using Metric Learning. - Weihong Xu; Viji Swaminathan; Sumukh Pinge; Sean Fuhrman; Tajana Rosing (ICCD, 2023)

Proxima: Near-storage Acceleration for Graph-based Approximate Nearest Neighbor Search in 3D NAND. - Weihong Xu; Junwei Chen; Po-Kai Hsu; Jaeyoung Kang 001; Minxuan Zhou; Sumukh Pinge; Shimeng Yu; Tajana Rosing (CoRR, 2023)

RapidOMS: FPGA-based Open Modification Spectral Library Searching with HD Computing. - Sumukh Pinge; Weihong Xu; Wout Bittremieux; Niema Moshiri; Sang-Woo Jun; Tajana Rosing (BioCAS, 2024)

Efficient Open Modification Spectral Library Searching in High-Dimensional Space with Multi-Level-Cell Memory. - Keming Fan; Wei-Chen Chen; Sumukh Pinge; H.-S. Philip Wong; Tajana Rosing (DAC, 2024)

SpectraFlux: Harnessing the Flow of Multi-FPGA in Mass Spectrometry Clustering. - Tianqi Zhang; Neha Prakriya; Sumukh Pinge; Jason Cong; Tajana Rosing (DAC, 2024)

SpecHD: Hyperdimensional Computing Framework for FPGA-Based Mass Spectrometry Clustering. - Sumukh Pinge; Weihong Xu; Jaeyoung Kang 001; Tianqi Zhang; Niema Moshiri; Wout Bittremieux; Tajana Rosing (DATE, 2024)

HPVM-HDC: A Heterogeneous Programming System for Hyperdimensional Computing. - Russel Arbore; Xavier Routh; Abdul Rafae Noor; Akash Kothari; Haichao Yang; Weihong Xu; Sumukh Pinge; Minxuan Zhou; Vikram S. Adve; Tajana Rosing (CoRR, 2024)

HPVM-HDC: A Heterogeneous Programming System for Accelerating Hyperdimensional Computing. - Russel Arbore; Xavier Routh; Abdul Rafae Noor; Akash Kothari; Haichao Yang; Weihong Xu; Sumukh Pinge; Minxuan Zhou; Tajana Rosing; Vikram S. Adve (ISCA, 2025)