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2020 – today
- 2026
[j1]Weihong Xu
, Sean Fuhrman, Keming Fan, Sumukh Pinge, Wei-Chen Chen, Tajana Rosing:
HyperMetric: Efficient Hyperdimensional Computing With Metric Learning for Robust Edge Intelligence. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 45(1): 134-147 (2026)- 2025
- [c9]Sumukh Pinge, Ashkan Moradifirouzabadi, Keming Fan, Prasanna Venkatesan Ravindran, Tanvir H. Pantha, Po-Kai Hsu, Zheyu Li, Weihong Xu, Zihan Xia, Flavio Ponzina, Winston Chern, Taeyoung Song, Priyankka Gundlapudi Ravikumar, Mengkun Tian, Lance Fernandes, Huy Tran, Hari Jayasankar, Hang Chen, Chinsung Park, Amrit Garlapati, Kijoon Kim, Jongho Woo, Suhwan Lim, Kwangsoo Kim, Wanki Kim, Daewon Ha, Duygu Kuzum, Shimeng Yu, Sourav Dutta, Asif Khan, Tajana Rosing, Mingu Kang:
FeNOMS: Enhancing Open Modification Spectral Library Search with In-Storage Processing on Ferroelectric NAND (FeNAND) Flash. ICCAD 2025: 1-9 - [c8]Xuan Wang, Minxuan Zhou, Gabrielle De Micheli, Yujin Nam, Sumukh Pinge, Augusto Vega, Tajana Rosing:
PATHE: A Privacy-Preserving Database Pattern Search Platform with Homomorphic Encryption. ICCAD 2025: 1-9 - [c7]Russel Arbore, Xavier Routh, Abdul Rafae Noor, Akash Kothari, Haichao Yang, Weihong Xu, Sumukh Pinge, Minxuan Zhou, Tajana Rosing, Vikram S. Adve:
HPVM-HDC: A Heterogeneous Programming System for Accelerating Hyperdimensional Computing. ISCA 2025: 1342-1355 - [c6]Flavio Ponzina, Sumukh Pinge, Zheyu Li, Abhijay Deevi, Yilin Ge, Mingu Kang, Tajana Rosing:
SmartMS: Efficient Hierarchical Database Search for Mass Spectrometry via Processing-in-Memory. ISLPED 2025: 1-7 - [i8]Sumukh Pinge, Ashkan Moradifirouzabadi, Keming Fan, Prasanna Venkatesan Ravindran, Tanvir H. Pantha, Po-Kai Hsu, Zheyu Li, Weihong Xu, Zihan Xia, Flavio Ponzina, Winston Chern, Taeyoung Song, Priyankka Gundlapudi Ravikumar, Mengkun Tian, Lance Fernandes, Huy Tran, Hari Jayasankar, Hang Chen, Chinsung Park, Amrit Garlapati, Kijoon Kim, Jongho Woo, Suhwan Lim, Kwangsoo Kim, Wanki Kim, Daewon Ha, Duygu Kuzum, Shimeng Yu, Sourav Dutta, Asif Islam Khan, Tajana Rosing, Mingu Kang:
FeNOMS: Enhancing Open Modification Spectral Library Search with In-Storage Processing on Ferroelectric NAND (FeNAND) Flash. CoRR abs/2510.10872 (2025) - [i7]Md Mizanur Rahaman Nayan, Zheyu Li, Flavio Ponzina, Sumukh Pinge, Tajana Rosing, Azad J. Naeemi:
HERP: Hardware for Energy Efficient and Realtime DB Search and Cluster Expansion in Proteomics. CoRR abs/2511.03437 (2025) - [i6]Quanling Zhao, Yanru Chen, Runyang Tian, Sumukh Pinge, Weihong Xu, Augusto Vega, Steven Holmes, Saransh Gupta, Tajana Rosing:
HDDB: Efficient In-Storage SQL Database Search Using Hyperdimensional Computing on Ferroelectric NAND Flash. CoRR abs/2511.18234 (2025) - 2024
- [c5]Sumukh Pinge, Weihong Xu, Wout Bittremieux, Niema Moshiri, Sang-Woo Jun, Tajana Rosing:
RapidOMS: FPGA-based Open Modification Spectral Library Searching with HD Computing. BioCAS 2024: 1-5 - [c4]Tianqi Zhang, Neha Prakriya, Sumukh Pinge, Jason Cong, Tajana Rosing:
SpectraFlux: Harnessing the Flow of Multi-FPGA in Mass Spectrometry Clustering. DAC 2024: 56:1-56:6 - [c3]Keming Fan, Wei-Chen Chen, Sumukh Pinge, H.-S. Philip Wong, Tajana Rosing:
Efficient Open Modification Spectral Library Searching in High-Dimensional Space with Multi-Level-Cell Memory. DAC 2024: 316:1-316:6 - [c2]Sumukh Pinge, Weihong Xu, Jaeyoung Kang, Tianqi Zhang, Niema Moshiri, Wout Bittremieux, Tajana Rosing:
SpecHD: Hyperdimensional Computing Framework for FPGA-Based Mass Spectrometry Clustering. DATE 2024: 1-6 - [i5]Keming Fan, Wei-Chen Chen, Sumukh Pinge, H.-S. Philip Wong, Tajana Rosing:
Efficient Open Modification Spectral Library Searching in High-Dimensional Space with Multi-Level-Cell Memory. CoRR abs/2405.02756 (2024) - [i4]Sumukh Pinge, Weihong Xu, Wout Bittremieux, Niema Moshiri, Sang-Woo Jun, Tajana Rosing:
RapidOMS: FPGA-based Open Modification Spectral Library Searching with HD Computing. CoRR abs/2409.13361 (2024) - [i3]Russel Arbore, Xavier Routh, Abdul Rafae Noor, Akash Kothari, Haichao Yang, Weihong Xu, Sumukh Pinge, Minxuan Zhou, Vikram S. Adve, Tajana Rosing:
HPVM-HDC: A Heterogeneous Programming System for Hyperdimensional Computing. CoRR abs/2410.15179 (2024) - 2023
- [c1]Weihong Xu, Viji Swaminathan, Sumukh Pinge, Sean Fuhrman, Tajana Rosing:
HyperMetric: Robust Hyperdimensional Computing on Error-prone Memories using Metric Learning. ICCD 2023: 243-246 - [i2]Sumukh Pinge, Weihong Xu, Jaeyoung Kang, Tianqi Zhang, Niema Moshiri, Wout Bittremieux, Tajana Rosing:
SpecHD: Hyperdimensional Computing Framework for FPGA-based Mass Spectrometry Clustering. CoRR abs/2311.12874 (2023) - [i1]Weihong Xu, Junwei Chen, Po-Kai Hsu, Jaeyoung Kang, Minxuan Zhou, Sumukh Pinge, Shimeng Yu, Tajana Rosing:
Proxima: Near-storage Acceleration for Graph-based Approximate Nearest Neighbor Search in 3D NAND. CoRR abs/2312.04257 (2023)
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