Hongkuan Zhou

University of Southern California — United States

Computer Science · Physical Sciences

7h-index684citations26works1.22yr avg
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Research Topics

Advanced Graph Neural Networks(9), Graph Theory and Algorithms(6), Topic Modeling(4), Fault Detection and Control Systems(4), Domain Adaptation and Few-Shot Learning(4)

Publications26 total

Dual-Branch Texture Transfer Super-Resolution for Terahertz Imaging
2025
AP Selection in Uplink Cell-Free Massive MIMO: An Unsupervised Heterogeneous GNN Approach
2025· 2 cited
The hydrodynamic characteristics analysis of a centrifugal pump with the impeller angular misalignment fault
Proceedings of the Institution of Mechanical Engineers Part A Journal of Power and Energy·2025· 2 cited
Review of Lower-Limb (Quasi-)Passive Exoskeletons for Human Augmentation
IEEE Access·2024· 2 citedOpen Access
TASER: Temporal Adaptive Sampling for Fast and Accurate Dynamic Graph Representation Learning
arXiv (Cornell University)·2024Open Access
Bridging Language and Action: A Survey of Language-Conditioned Robot Manipulation
arXiv (Cornell University)·2023· 4 citedOpen Access
Learning from Symmetry: Meta-Reinforcement Learning with Symmetrical Behaviors and Language Instructions
2023· 5 cited
DistTGL: Distributed Memory-Based Temporal Graph Neural Network Training
arXiv (Cornell University)·2023· 1 citedOpen Access
Causal-Trivial Attention Graph Neural Network for Fault Diagnosis of Complex Industrial Processes
IEEE Transactions on Industrial Informatics·2023· 46 cited
Language-Conditioned Imitation Learning with Base Skill Priors under Unstructured Data
arXiv (Cornell University)·2023Open Access
HTNet: Dynamic WLAN Performance Prediction using Heterogenous Temporal GNN
2023· 6 cited
HTNet: Dynamic WLAN Performance Prediction using Heterogenous Temporal GNN
arXiv (Cornell University)·2023Open Access
Penalty-Based Imitation Learning With Cross Semantics Generation Sensor Fusion for Autonomous Driving
arXiv (Cornell University)·2023Open Access
Learning from Symmetry: Meta-Reinforcement Learning with Symmetrical Behaviors and Language Instructions
arXiv (Cornell University)·2022· 1 citedOpen Access
Research on Stability Analysis and Guaranteed Performance Control of Networked Control System in Nuclear Power Plants
2022 IEEE International Conference on Mechatronics and Automation (ICMA)·2022
Active Adaptive Fault-tolerant Control and Its Application in Ship Speed/Course Coordination
2022 41st Chinese Control Conference (CCC)·2022· 1 cited
TGL
Proceedings of the VLDB Endowment·2022· 60 cited
TGL: A General Framework for Temporal GNN Training on Billion-Scale Graphs
arXiv (Cornell University)·2022· 11 citedOpen Access
Model-Architecture Co-Design for High Performance Temporal GNN Inference on FPGA
arXiv (Cornell University)·2022Open Access
Accelerating large scale real-time GNN inference using channel pruning
Proceedings of the VLDB Endowment·2021· 46 citedOpen Access
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Frequent Co-authors

Rajgopal Kannan(9), Viktor K. Prasanna(7), Hanqing Zeng(5), Ajitesh Srivastava(5), Viktor Prasanna(4), Xiangtong Yao(4), Zhenshan Bing(4), Kai Huang(4), Alois Knoll(4), George Karypis(3), Ananthram Swami(3), Zhiwu Ke(3), Vasileios Ioannidis(2), Da Zheng(2), Xiang Song(2), Genghang Zhuang(2), Kejia Chen(2), Wenting Chai(2), Mo Tao(2), Gangda Deng(2)