Neuro-Symbolic AI: An Emerging Class of AI Workloads and their Characterization

13 September 2021

Papers citing "Neuro-Symbolic AI: An Emerging Class of AI Workloads and their Characterization"

20 / 20 papers shown

Title
A Study on Neuro-Symbolic Artificial Intelligence: Healthcare Perspectives Delower Hossain Jake Y Chen NAI 42 1 0 23 Mar 2025
Extracting Symbolic Sequences from Visual Representations via Self-Supervised Learning Victor Sebastian Martinez Pozos Ivan Vladimir Meza Ruiz 27 0 0 06 Mar 2025
Towards Efficient Neuro-Symbolic AI: From Workload Characterization to Hardware Architecture Zishen Wan Che-Kai Liu Hanchen Yang Ritik Raj Chaojian Li ... Yingyan Celine Lin Mohamed Ibrahim Jan M. Rabaey Tushar Krishna A. Raychowdhury 23 8 0 20 Sep 2024
A Synergistic Approach In Network Intrusion Detection By Neurosymbolic AI Alice Bizzarri Chung-En Yu B. Jalaeian Fabrizio Riguzzi Nathaniel D. Bastian AAML 16 2 0 03 Jun 2024
Searching Realistic-Looking Adversarial Objects For Autonomous Driving Systems Shengxiang Sun Shenzhe Zhu AAML 38 0 0 19 May 2024
Reasoning in Transformers -- Mitigating Spurious Correlations and Reasoning Shortcuts Daniel Enström Viktor Kjellberg Moa Johansson LRM 25 3 0 17 Mar 2024
DECIDER: A Dual-System Rule-Controllable Decoding Framework for Language Generation Chen Xu Tian Lan Changlong Yu Wei Wang Jun Gao ... Qunxi Dong Kun Qian Piji Li Wei Bi Bin Hu 39 0 0 04 Mar 2024
Large Language Models Can Learn Temporal Reasoning Siheng Xiong Ali Payani Ramana Rao Kompella Faramarz Fekri LRM 27 73 0 12 Jan 2024
A Survey on Verification and Validation, Testing and Evaluations of Neurosymbolic Artificial Intelligence Justus Renkhoff Ke-ke Feng Marc Meier-Doernberg Alvaro Velasquez Houbing Herbert Song 19 8 0 06 Jan 2024
Towards Cognitive AI Systems: a Survey and Prospective on Neuro-Symbolic AI Zishen Wan Che-Kai Liu Hanchen Yang Chaojian Li Haoran You Yonggan Fu Cheng Wan Tushar Krishna Yingyan Lin A. Raychowdhury AAML 20 19 0 02 Jan 2024
Neurosymbolic AI for Reasoning on Biomedical Knowledge Graphs L. Delong Ramon Fernández Mir Zonglin Ji Fiona Niamh Coulter Smith Jacques D. Fleuriot 20 1 0 17 Jul 2023
Natural Language Commanding via Program Synthesis Apurva Gandhi Thong Q. Nguyen Huitian Jiao R. Steen Ameya Bhatawdekar 19 7 0 06 Jun 2023
Knowledge Enhanced Graph Neural Networks for Graph Completion Luisa Werner Nabil Layaïda P. Genevès Sarah Chlyah 6 3 0 27 Mar 2023
Neurosymbolic AI for Reasoning over Knowledge Graphs: A Survey L. Delong Ramon Fernández Mir Jacques D. Fleuriot NAI 17 12 0 14 Feb 2023
The Path to Autonomous Learners Hanna Abi Akl 14 1 0 04 Nov 2022
The Embeddings World and Artificial General Intelligence M. H. Chehreghani 11 1 0 14 Sep 2022
Quality Diversity Evolutionary Learning of Decision Trees Andrea Ferigo Leonardo Lucio Custode Giovanni Iacca 17 11 0 17 Aug 2022
RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing Liu Ke Udit Gupta Carole-Jean Wu B. Cho Mark Hempstead ... Dheevatsa Mudigere Maxim Naumov Martin D. Schatz M. Smelyanskiy Xiaodong Wang 34 210 0 30 Dec 2019
Methods for Interpreting and Understanding Deep Neural Networks G. Montavon Wojciech Samek K. Müller FaML 234 2,231 0 24 Jun 2017
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 254 1,893 0 10 Jan 2017