GraphHD: Efficient graph classification using hyperdimensional computing

16 May 2022

Papers citing "GraphHD: Efficient graph classification using hyperdimensional computing"

23 / 23 papers shown

Title
DPQ-HD: Post-Training Compression for Ultra-Low Power Hyperdimensional Computing Nilesh Prasad Pandey Shriniwas Kulkarni David Wang Onat Gungor Flavio Ponzina T. Rosing 36 0 0 08 May 2025
Hyperdimensional Uncertainty Quantification for Multimodal Uncertainty Fusion in Autonomous Vehicles Perception Luke Chen Junyao Wang Trier Mortlock Pramod P. Khargonekar M. A. Al Faruque UQCV 65 0 0 25 Mar 2025
Hyperdimensional Intelligent Sensing for Efficient Real-Time Audio Processing on Extreme Edge Sanggeon Yun Ryozo Masukawa Hanning Chen SungHeon Jeong Wenjun Huang Arghavan Rezvani Minhyoung Na Yoshiki Yamaguchi Mohsen Imani 54 1 0 15 Feb 2025
Hyperdimensional Quantum Factorization Prathyush P. Poduval Zhuowen Zou Alvaro Velasquez Mohsen Imani 23 1 0 13 Jun 2024
CiliaGraph: Enabling Expression-enhanced Hyper-Dimensional Computation in Ultra-Lightweight and One-Shot Graph Classification on Edge Yuxi Han Jihe Wang Danghui Wang 55 1 0 29 May 2024
Generalized Holographic Reduced Representations Calvin Yeung Zhuowen Zou Mohsen Imani 35 2 0 15 May 2024
NeuroHash: A Hyperdimensional Neuro-Symbolic Framework for Spatially-Aware Image Hashing and Retrieval Sanggeon Yun Ryozo Masukawa SungHeon Jeong Mohsen Imani 26 0 0 17 Apr 2024
Self-Attention Based Semantic Decomposition in Vector Symbolic Architectures Calvin Yeung Prathyush P. Poduval Mohsen Imani 26 1 0 20 Mar 2024
Molecular Classification Using Hyperdimensional Graph Classification Pere Vergés Igor O. Nunes Mike Heddes T. Givargis Alexandru Nicolau 29 4 0 18 Mar 2024
HDReason: Algorithm-Hardware Codesign for Hyperdimensional Knowledge Graph Reasoning Hanning Chen Yang Ni Ali Zakeri Zhuowen Zou Sanggeon Yun Fei Wen Behnam Khaleghi Narayan Srinivasa Hugo Latapie Mohsen Imani 31 1 0 09 Mar 2024
Hyperdimensional computing: a fast, robust and interpretable paradigm for biological data Michiel Stock Dimitri Boeckaerts Pieter Dewulf S. Taelman Maxime Van Haeverbeke W. Criekinge B. De Baets 29 2 0 27 Feb 2024
HyperSense: Hyperdimensional Intelligent Sensing for Energy-Efficient Sparse Data Processing Sanggeon Yun Hanning Chen Ryozo Masukawa Hamza Errahmouni Barkam Andrew Ding Wenjun Huang Arghavan Rezvani Shaahin Angizi Mohsen Imani 19 6 0 04 Jan 2024
Towards Efficient Hyperdimensional Computing Using Photonics Farbin Fayza Cansu Demirkıran Hanning Chen Che-Kai Liu Avi Mohan ... Sanggeon Yun Mohsen Imani David Zhang D. Bunandar Ajay Joshi 18 0 0 29 Nov 2023
The Hyperdimensional Transform for Distributional Modelling, Regression and Classification Pieter Dewulf B. De Baets Michiel Stock 41 3 0 14 Nov 2023
Random Projections of Sparse Adjacency Matrices Frank Qiu 21 0 0 04 Sep 2023
Resource-Efficient Federated Hyperdimensional Computing Nikita Zeulin O. Galinina N. Himayat Sergey D. Andreev 22 1 0 02 Jun 2023
HDCC: A Hyperdimensional Computing compiler for classification on embedded systems and high-performance computing Pere Vergés Mike Heddes Igor O. Nunes T. Givargis Alexandru Nicolau 25 9 0 24 Apr 2023
Graph Embeddings via Tensor Products and Approximately Orthonormal Codes Frank Qiu 16 3 0 18 Aug 2022
Torchhd: An Open Source Python Library to Support Research on Hyperdimensional Computing and Vector Symbolic Architectures Mike Heddes Igor O. Nunes Pere Vergés Denis Kleyko Danny Abraham T. Givargis Alexandru Nicolau A. Veidenbaum 33 20 0 18 May 2022
An Extension to Basis-Hypervectors for Learning from Circular Data in Hyperdimensional Computing Igor O. Nunes Mike Heddes T. Givargis Alexandru Nicolau 18 11 0 16 May 2022
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges Denis Kleyko D. Rachkovskij Evgeny Osipov A. Rahim 21 126 0 12 Nov 2021
Vector Symbolic Architectures as a Computing Framework for Emerging Hardware Denis Kleyko Mike Davies E. P. Frady P. Kanerva Spencer J. Kent ... Evgeny Osipov J. Rabaey D. Rachkovskij Abbas Rahimi Friedrich T. Sommer 32 56 0 09 Jun 2021
Representation Learning on Graphs with Jumping Knowledge Networks Keyulu Xu Chengtao Li Yonglong Tian Tomohiro Sonobe Ken-ichi Kawarabayashi Stefanie Jegelka GNN 267 1,944 0 09 Jun 2018