Prathyush Poduval

17 papers A* 6A 3Journal 7Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Optimal hyperdimensional representation for learning and cognitive computation. Frontiers Artif. Intell. Prathyush Poduval, Hamza Errahmouni Barkam, Xiangjian Liu, Sanggeon Yun, Yang Ni, Zhuowen Zou, Nathaniel D. Bastian, Mohsen Imani
2025	J	`jnl`	Enabling Group Fairness in Graph Unlearning via Bi-level Debiasing. CoRR Yezi Liu, Prathyush Poduval, Wenjun Huang, Yang Ni, Hanning Chen, Mohsen Imani
2025	J	`jnl`	Explainable Differential Privacy-Hyperdimensional Computing for Balancing Privacy and Transparency in Additive Manufacturing Monitoring. Eng. Appl. Artif. Intell. Fardin Jalil Piran, Prathyush Poduval, Hamza Errahmouni Barkam, Mohsen Imani, Farhad Imani
2025	A	`conf`	Hyperdimensional Representation for Adaptive Information Association and Memorization. WACV Zhuowen Zou, Prathyush Poduval, Narayan Srinivasa, Mohsen Imani
2024	A	`conf`	Bayesian-Informed Hyperdimensional Learning for Intelligent and Efficient Data Processing. ICCAD Hamza Errahmouni Barkam, Tamoghno Das, Prathyush Poduval, Sungheon Jeong, Calvin Yeung, Mostafa A. Solitan, Mohsen Imani
2024	J	`jnl`	Explainable Hyperdimensional Computing for Balancing Privacy and Transparency in Additive Manufacturing Monitoring. CoRR Fardin Jalil Piran, Prathyush Poduval, Hamza Errahmouni Barkam, Mohsen Imani, Farhad Imani
2024	A*	`conf`	HDQMF: Holographic Feature Decomposition using Quantum Algorithms. CVPR Prathyush Poduval, Zhuowen Zou, Mohsen Imani
2024	J	`jnl`	Hyperdimensional Quantum Factorization. CoRR Prathyush Poduval, Zhuowen Zou, Alvaro Velasquez, Mohsen Imani
2024	J	`jnl`	NetHD: Neurally Inspired Integration of Communication and Learning in Hyperspace. Adv. Intell. Syst. Prathyush Poduval, Yang Ni, Zhuowen Zou, Kai Ni, Mohsen Imani
2024	J	`jnl`	Self-Attention Based Semantic Decomposition in Vector Symbolic Architectures. CoRR Calvin Yeung, Prathyush Poduval, Mohsen Imani
2023	A	`conf`	Brain-Inspired Trustworthy Hyperdimensional Computing with Efficient Uncertainty Quantification. ICCAD Yang Ni, Hanning Chen, Prathyush Poduval, Zhuowen Zou, Pietro Mercati, Mohsen Imani
2022	A*	`conf`	Adaptive neural recovery for highly robust brain-like representation. DAC Prathyush Poduval, Yang Ni, Yeseong Kim, Kai Ni, Raghavan Kumar, Rosario Cammarota, Mohsen Imani
2022	A*	`conf`	BioHD: an efficient genome sequence search platform using HyperDimensional memorization. ISCA Zhuowen Zou, Hanning Chen, Prathyush Poduval, Yeseong Kim, Mahdi Imani, Elaheh Sadredini, Rosario Cammarota, Mohsen Imani
2022	A*	`conf`	Neural computation for robust and holographic face detection. DAC Mohsen Imani, Ali Zakeri, Hanning Chen, Taehyun Kim, Prathyush Poduval, Hyunsei Lee, Yeseong Kim, Elaheh Sadredini, Farhad Imani
2021	A*	`conf`	Cognitive Correlative Encoding for Genome Sequence Matching in Hyperdimensional System. DAC Prathyush Poduval, Zhuowen Zou, Xunzhao Yin, Elaheh Sadredini, Mohsen Imani
2021	—	`conf`	Robust In-Memory Computing with Hyperdimensional Stochastic Representation. NANOARCH Prathyush Poduval, Mariam Issa, Farhad Imani, Cheng Zhuo, Xunzhao Yin, M. Hassan Najafi, Mohsen Imani
2021	A*	`conf`	StocHD: Stochastic Hyperdimensional System for Efficient and Robust Learning from Raw Data. DAC Prathyush Poduval, Zhuowen Zou, M. Hassan Najafi, Houman Homayoun, Mohsen Imani