Guanghui Zhu

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 53

Top Topics

Lattice Boltzmann

Fault Diagnosis

Top Venues

IEEE Trans. Autom. Control.

Publications

Shen Jiang, Guanghui Zhu, Yue Wang, Chunfeng Yuan, Yihua Huang
Automatic Multi-Task Learning Framework with Neural Architecture Search in Recommendations. KDD (2024)
Zhao Liu, Xuesen Chu, Xiaojing Lv, Hongsong Meng, Hanyue Liu, Guanghui Zhu, Haohuan Fu, Guangwen Yang
SunwayLB: Enabling Extreme-Scale Lattice Boltzmann Method Based Computing Fluid Dynamics Simulations on Advanced Heterogeneous Supercomputers. IEEE Trans. Parallel Distributed Syst. 35 (2) (2024)
Guanghui Zhu, Li Yin, Yaohui Li, Zhi Wu Li, Naiqi Wu
Identification of labeled Petri nets from finite automata. Inf. Sci. 667 (2024)
Jingyan Chen, Guanghui Zhu, Chunfeng Yuan, Yihua Huang
Boosting Graph Anomaly Detection with Adaptive Message Passing. ICLR (2024)
Fengyi Wang, Guanghui Zhu, Chunfeng Yuan, Yihua Huang
LLM-enhanced Cascaded Multi-level Learning on Temporal Heterogeneous Graphs. SIGIR (2024)
Guanghui Zhu, Wang Lu, Chunfeng Yuan, Yihua Huang
AdaMCL: Adaptive Fusion Multi-View Contrastive Learning for Collaborative Filtering. SIGIR (2023)
Rong Gu, Yi Zhang, Liangliang Yin, Lingyi Song, Wenjie Huang, Chunfeng Yuan, Zhaokang Wang, Guanghui Zhu, Yihua Huang
Coral: federated query join order optimization based on deep reinforcement learning. World Wide Web (WWW) 26 (5) (2023)
Shen Jiang, Zipeng Ji, Guanghui Zhu, Chunfeng Yuan, Yihua Huang
Operation-Level Early Stopping for Robustifying Differentiable NAS. NeurIPS (2023)
Guanghui Zhu, Zhennan Zhu, Hongyang Chen, Chunfeng Yuan, Yihua Huang
HAGNN: Hybrid Aggregation for Heterogeneous Graph Neural Networks. CoRR (2023)
Guanghui Zhu, Mengyu Chen, Chunfeng Yuan, Yihua Huang
Simple and Efficient Partial Graph Adversarial Attack: A New Perspective. CoRR (2023)
Guanghui Zhu, Haojun Hou, Peiliang Wang, Chunfeng Yuan, Yihua Huang
STSD: Modeling Spatial Temporal Staticity and Dynamicity in Traffic Forecasting. ICDM (2023)
Guanghui Zhu, Zhennan Zhu, Wenjie Wang, Zhuoer Xu, Chunfeng Yuan, Yihua Huang
AutoAC: Towards Automated Attribute Completion for Heterogeneous Graph Neural Network. CoRR (2023)
Guanghui Zhu, Zhennan Zhu, Wenjie Wang, Zhuoer Xu, Chunfeng Yuan, Yihua Huang
AutoAC: Towards Automated Attribute Completion for Heterogeneous Graph Neural Network. ICDE (2023)
Jingshan Pan, Lei Xiao, Min Tian, Li Wang, Chaochao Yang, Renjiang Chen, Zenghui Ren, Anjun Liu, Guanghui Zhu
hsSpMV: A Heterogeneous and SPM-aggregated SpMV for SW26010-Pro many-core processor. CCGrid (2023)
Zhuoer Xu, Guanghui Zhu, Changhua Meng, Shiwen Cui, Zhenzhe Ying, Weiqiang Wang, Ming Gu, Yihua Huang
A2: Efficient Automated Attacker for Boosting Adversarial Training. CoRR (2022)
Jingfan Chen, Wenqi Fan, Guanghui Zhu, Xiangyu Zhao, Chunfeng Yuan, Qing Li, Yihua Huang
Knowledge-enhanced Black-box Attacks for Recommendations. CoRR (2022)
Guanghui Zhu, Haojun Hou, Jingfan Chen, Chunfeng Yuan, Yihua Huang
Transition Relation Aware Self-Attention for Session-based Recommendation. CoRR (2022)
Jianguang Han, Bingluo Gu, Guanghui Zhu, Zhiwei Liu
High-Precision Depth Domain Migration Method in Imaging of 3D Seismic Data in Coalfield. Remote. Sens. 14 (12) (2022)
Zhuoer Xu, Guanghui Zhu, Changhua Meng, Shiwen Cui, Zhenzhe Ying, Weiqiang Wang, Ming Gu, Yihua Huang
A2: Efficient Automated Attacker for Boosting Adversarial Training. NeurIPS (2022)
Guanghui Zhu, Wenjie Wang, Zhuoer Xu, Feng Cheng, Mengchuan Qiu, Chunfeng Yuan, Yihua Huang
PSP: Progressive Space Pruning for Efficient Graph Neural Architecture Search. ICDE (2022)
Jingfan Chen, Guanghui Zhu, Yifan Qi, Chunfeng Yuan, Yihua Huang
Towards Self-supervised Learning on Graphs with Heterophily. CIKM (2022)
Guanghui Zhu, Zhuoer Xu, Chunfeng Yuan, Yihua Huang
DIFER: Differentiable Automated Feature Engineering. AutoML (2022)
Jingfan Chen, Guanghui Zhu, Haojun Hou, Chunfeng Yuan, Yihua Huang
AutoGSR: Neural Architecture Search for Graph-based Session Recommendation. SIGIR (2022)
Jingfan Chen, Wenqi Fan, Guanghui Zhu, Xiangyu Zhao, Chunfeng Yuan, Qing Li, Yihua Huang
Knowledge-enhanced Black-box Attacks for Recommendations. KDD (2022)
Guanghui Zhu, Zhiwu Li, Naiqi Wu
Online verification of K-step opacity by Petri nets in centralized and decentralized structures. Autom. 145 (2022)
Guanghui Zhu, Shen Jiang, Xu Guo, Chunfeng Yuan, Yihua Huang
Evolutionary Automated Feature Engineering. PRICAI (1) (2022)
Zhuoer Xu, Guanghui Zhu, Chunfeng Yuan, Yihua Huang
One-Stage Tree: end-to-end tree builder and pruner. Mach. Learn. 111 (5) (2022)
Guanghui Zhu, Feng Cheng, Defu Lian, Chunfeng Yuan, Yihua Huang
NAS-CTR: Efficient Neural Architecture Search for Click-Through Rate Prediction. SIGIR (2022)
Zhaokang Wang, Junhong Li, Yifan Qi, Guanghui Zhu, Chunfeng Yuan, Yihua Huang
UniGPS: A Unified Programming Framework for Distributed Graph Processing. CoRR (2021)
Ziyue Ma, Guanghui Zhu, Zhiwu Li
Marking Estimation in Petri Nets Using Hierarchical Basis Reachability Graphs. IEEE Trans. Autom. Control. 66 (2) (2021)
Guanghui Zhu, Feng Cheng, Mengchuan Qiu, Zhuoer Xu, Wenjie Wang, Chunfeng Yuan, Yihua Huang
Progressive AutoSpeech: An Efficient and General Framework for Automatic Speech Classification. PAKDD (2) (2021)
Guanghui Zhu, Lei Feng, Zhiwu Li, Naiqi Wu
An Efficient Fault Diagnosis Approach Based on Integer Linear Programming for Labeled Petri Nets. IEEE Trans. Autom. Control. 66 (5) (2021)
Zhaokang Wang, Junhong Li, Yifan Qi, Guanghui Zhu, Chunfeng Yuan, Yihua Huang
UniGPS: A Unified Programming Framework for Distributed Graph Processing. ICPADS (2021)
Ziyue Ma, Guanghui Zhu, Zhiwu Li, Alessandro Giua
Computation of Admissible Marking Sets in Weighted Synchronization-Free Petri Nets by Dynamic Programming. IEEE Trans. Autom. Control. 65 (6) (2020)
Guanghui Zhu, Zhuoer Xu, Xu Guo, Chunfeng Yuan, Yihua Huang
DIFER: Differentiable Automated Feature Engineering. CoRR (2020)
Yunhui Zeng, Li Wang, Jie Zhang, Guanghui Zhu, Yuan Zhuang, Qiang Guo
Redistributing and Optimizing High-Resolution Ocean Model POP2 to Million Sunway Cores. ICA3PP (1) (2020)
Ya Wang, Guanghui Zhu, Naiqi Wu
Fault Diagnosis of Backward Conflict-Free Petri Nets by Generalized Markings. IEEE Access 8 (2020)
Jingfan Chen, Guanghui Zhu, Rong Gu, Chunfeng Yuan, Yihua Huang
Semi-supervised Embedding Learning for High-dimensional Bayesian Optimization. CoRR (2020)
Guanghui Zhu, Ruancheng Zhu
Accelerating Hyperparameter Optimization of Deep Neural Network via Progressive Multi-Fidelity Evaluation. PAKDD (1) (2020)
Ya Wang, Li Yin, Guanghui Zhu
Online Fault Diagnosis of Labeled Petri Nets Based on Reachability Graphs and Topological Sorting. IEEE Access 8 (2020)
Guanghui Zhu, Zhiwu Li, Naiqi Wu, Abdulrahman Al-Ahmari
Fault Identification of Discrete Event Systems Modeled by Petri Nets With Unobservable Transitions. IEEE Trans. Syst. Man Cybern. Syst. 49 (2) (2019)
Guanghui Zhu, Chen Guo, Le Lu, Zhi Huang, Chunfeng Yuan, Rong Gu, Yihua Huang
DGST: Efficient and scalable suffix tree construction on distributed data-parallel platforms. Parallel Comput. 87 (2019)
Guanghui Zhu, Xiaoqi Wu, Liangliang Yin, Haogang Wang, Rong Gu, Chunfeng Yuan, Yihua Huang
HyMJ: A Hybrid Structure-Aware Approach to Distributed Multi-way Join Query. ICDE (2019)
Guanghui Zhu, Qiu Hu, Rong Gu, Chunfeng Yuan, Yihua Huang
ForestLayer: Efficient training of deep forests on distributed task-parallel platforms. J. Parallel Distributed Comput. 132 (2019)
Guanghui Zhu, Qian Wang, Qiwei Tang, Rong Gu, Chunfeng Yuan, Yihua Huang
Efficient and Scalable Functional Dependency Discovery on Distributed Data-Parallel Platforms. IEEE Trans. Parallel Distributed Syst. 30 (12) (2019)
Guanghui Zhu, Ya Wang, Yajie Wang
Model Identification of Unobservable Behavior of Discrete Event Systems Using Petri Nets. J. Control. Sci. Eng. 2019 (2019)
Guanghui Zhu, Zhiwu Li, Naiqi Wu
Model-based fault identification of discrete event systems using partially observed Petri nets. Autom. 96 (2018)
Guanghui Zhu, Rui Jiang, Xing-Ming Zhao
PPIM: A protein-protein interaction database for Maize. CASE (2017)
Guanghui Zhu, Hui Yang, Xiao Chen, Jun Wu, Yong Zhang, Xing-Ming Zhao
CSTEA: a webserver for the Cell State Transition Expression Atlas. Nucleic Acids Res. 45 (Webserver-Issue) (2017)
Guanghui Zhu, Yunhui Zeng, Meng Guo
A Security Analysis Method for Supercomputing Users' Behavior. CSCloud (2017)
Guanghui Zhu, Xiaoqi Wu, Rong Gu, Chunfeng Yuan, Yihua Huang
AutoMJ: Towards Efficient Multi-way Join Query on Distributed Data-Parallel Platform. ICPADS (2017)
Feng He, Guanghui Zhu, Yin-Ying Wang, Xing-Ming Zhao, De-Shuang Huang
PCID: A Novel Approach for Predicting Disease Comorbidity by Integrating Multi-Scale Data. IEEE ACM Trans. Comput. Biol. Bioinform. 14 (3) (2017)
Guanghui Zhu, Xing-Ming Zhao, Jun Wu
A survey on biomarker identification based on molecular networks. Quant. Biol. 4 (4) (2016)
Xing-Ming Zhao, Keqin Liu, Guanghui Zhu, Feng He, Béatrice Duval, Jean-Michel Richer, De-Shuang Huang, Changjun Jiang, Jin-Kao Hao, Luonan Chen
Identifying cancer-related microRNAs based on gene expression data. Bioinform. 31 (8) (2015)