Prathyush Poduval

According to our database, Prathyush Poduval authored at least 16 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Enabling Group Fairness in Graph Unlearning via Bi-level Debiasing.

Yezi Liu, Prathyush Poduval, Wenjun Huang, Yang Ni, Hanning Chen, Mohsen Imani

CoRR, May, 2025

Explainable Differential Privacy-Hyperdimensional Computing for Balancing Privacy and Transparency in Additive Manufacturing Monitoring.

Fardin Jalil Piran, Prathyush Poduval, Hamza Errahmouni Barkam, Mohsen Imani, Farhad Imani

Eng. Appl. Artif. Intell., 2025

Hyperdimensional Representation for Adaptive Information Association and Memorization.

Zhuowen Zou, Prathyush Poduval, Narayan Srinivasa, Mohsen Imani

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

2024

NetHD: Neurally Inspired Integration of Communication and Learning in Hyperspace.

Prathyush Poduval, Yang Ni, Zhuowen Zou, Kai Ni, Mohsen Imani

Adv. Intell. Syst., July, 2024

Explainable Hyperdimensional Computing for Balancing Privacy and Transparency in Additive Manufacturing Monitoring.

Fardin Jalil Piran, Prathyush Poduval, Hamza Errahmouni Barkam, Mohsen Imani, Farhad Imani

CoRR, 2024

Hyperdimensional Quantum Factorization.

Prathyush Poduval, Zhuowen Zou, Alvaro Velasquez, Mohsen Imani

CoRR, 2024

Self-Attention Based Semantic Decomposition in Vector Symbolic Architectures.

Calvin Yeung, Prathyush Poduval, Mohsen Imani

CoRR, 2024

Bayesian-Informed Hyperdimensional Learning for Intelligent and Efficient Data Processing.

Hamza Errahmouni Barkam, Tamoghno Das, Prathyush Poduval, Sungjeon Jeong, Calvin Yeung, Mostafa A. Solitan, Mohsen Imani

Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design, 2024

HDQMF: Holographic Feature Decomposition using Quantum Algorithms.

Prathyush Poduval, Zhuowen Zou, Mohsen Imani

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Brain-Inspired Trustworthy Hyperdimensional Computing with Efficient Uncertainty Quantification.

Yang Ni, Hanning Chen, Prathyush Poduval, Zhuowen Zou, Pietro Mercati, Mohsen Imani

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

2022

BioHD: an efficient genome sequence search platform using HyperDimensional memorization.

Zhuowen Zou, Hanning Chen, Prathyush Poduval, Yeseong Kim, Mahdi Imani, Elaheh Sadredini, Rosario Cammarota, Mohsen Imani

Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022

Adaptive neural recovery for highly robust brain-like representation.

Prathyush Poduval, Yang Ni, Yeseong Kim, Kai Ni, Raghavan Kumar, Rosario Cammarota, Mohsen Imani

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

Neural computation for robust and holographic face detection.

Mohsen Imani, Ali Zakeri, Hanning Chen, Taehyun Kim, Prathyush Poduval, Hyunsei Lee, Yeseong Kim, Elaheh Sadredini, Farhad Imani

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

2021

Robust In-Memory Computing with Hyperdimensional Stochastic Representation.

Prathyush Poduval, Mariam Issa, Farhad Imani, Cheng Zhuo, Xunzhao Yin, M. Hassan Najafi, Mohsen Imani

Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2021

Cognitive Correlative Encoding for Genome Sequence Matching in Hyperdimensional System.

Prathyush Poduval, Zhuowen Zou, Xunzhao Yin, Elaheh Sadredini, Mohsen Imani

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

StocHD: Stochastic Hyperdimensional System for Efficient and Robust Learning from Raw Data.

Prathyush Poduval, Zhuowen Zou, M. Hassan Najafi, Houman Homayoun, Mohsen Imani

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021