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Graph-|Q⟩⟨C|, a Graph-Based Quantum/Classical Algorithm for Efficient Electronic Structure on Hybrid Quantum/Classical Hardware Systems: Improved Quantum Circuit Depth Performance
Zhang, Juncheng Harry, Iyengar, Srinivasan S.
Published in Journal of chemical theory and computation (10.05.2022)
Published in Journal of chemical theory and computation (10.05.2022)
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Journal Article
TorchGT: A Holistic System for Large-Scale Graph Transformer Training
Zhang, Meng, Sun, Jie, Hu, Qinghao, Sun, Peng, Wang, Zeke, Wen, Yonggang, Zhang, Tianwei
Published in SC24: International Conference for High Performance Computing, Networking, Storage and Analysis (17.11.2024)
Published in SC24: International Conference for High Performance Computing, Networking, Storage and Analysis (17.11.2024)
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Conference Proceeding
DS-GL: Advancing Graph Learning via Harnessing Nature's Power within Scalable Dynamical Systems
Song, Ruibing, Wu, Chunshu, Liu, Chuan, Li, Ang, Huang, Michael, Geng, Tony Tong
Published in 2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA) (29.06.2024)
Published in 2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA) (29.06.2024)
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Conference Proceeding
A Comprehensive Evaluation of Machine Learning Algorithms for Web Application Attack Detection with Knowledge Graph Integration
Ismail, Muhusina, Alrabaee, Saed, Choo, Kim-Kwang Raymond, Ali, Luqman, Harous, Saad
Published in Mobile networks and applications (01.06.2024)
Published in Mobile networks and applications (01.06.2024)
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Journal Article
RESPECT: Reinforcement Learning based Edge Scheduling on Pipelined Coral Edge TPUs
Yin, Jiaqi, Li, Yingjie, Robinson, Daniel, Yu, Cunxi
Published in 2023 60th ACM/IEEE Design Automation Conference (DAC) (09.07.2023)
Published in 2023 60th ACM/IEEE Design Automation Conference (DAC) (09.07.2023)
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Conference Proceeding
Analysis and implementation of computer network graph based on iterative control algorithm theory
Zhang, Jinfang, Rong, Jingyi, Zhang, Chunqian, Li, Yajuan
Published in Soft computing (Berlin, Germany) (01.12.2023)
Published in Soft computing (Berlin, Germany) (01.12.2023)
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Journal Article
Challenges and Opportunities in Deep Reinforcement Learning With Graph Neural Networks: A Comprehensive Review of Algorithms and Applications
Munikoti, Sai, Agarwal, Deepesh, Das, Laya, Halappanavar, Mahantesh, Natarajan, Balasubramaniam
Published in IEEE transaction on neural networks and learning systems (01.11.2024)
Published in IEEE transaction on neural networks and learning systems (01.11.2024)
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Journal Article
A Path Following Algorithm for the Graph Matching Problem
Zaslavskiy, M., Bach, F., Vert, J.-P.
Published in IEEE transactions on pattern analysis and machine intelligence (01.12.2009)
Published in IEEE transactions on pattern analysis and machine intelligence (01.12.2009)
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Journal Article
Data Fusion and Multicue Data Matching by Diffusion Maps
Lafon, S., Keller, Y., Coifman, R.R.
Published in IEEE transactions on pattern analysis and machine intelligence (01.11.2006)
Published in IEEE transactions on pattern analysis and machine intelligence (01.11.2006)
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Journal Article