Guanghui Zhu

According to our database, Guanghui Zhu authored at least 51 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Robust portfolio selection for sparse index tracking under no short-selling and full investment constraints.

Ning Li, Guanghui Zhu

Int. J. Wavelets Multiresolution Inf. Process., May, 2024

SunwayLB: Enabling Extreme-Scale Lattice Boltzmann Method Based Computing Fluid Dynamics Simulations on Advanced Heterogeneous Supercomputers.

Zhao Liu, Xuesen Chu, Xiaojing Lv, Hongsong Meng, Hanyue Liu, Guanghui Zhu, Haohuan Fu, Guangwen Yang

IEEE Trans. Parallel Distributed Syst., February, 2024

Identification of labeled Petri nets from finite automata.

Guanghui Zhu, Li Yin, Yaohui Li, Zhi Wu Li, Naiqi Wu

Inf. Sci., 2024

LLM-enhanced Cascaded Multi-level Learning on Temporal Heterogeneous Graphs.

Fengyi Wang, Guanghui Zhu, Chunfeng Yuan, Yihua Huang

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Automatic Multi-Task Learning Framework with Neural Architecture Search in Recommendations.

Shen Jiang, Guanghui Zhu, Yue Wang, Chunfeng Yuan, Yihua Huang

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Boosting Graph Anomaly Detection with Adaptive Message Passing.

Jingyan Chen, Guanghui Zhu, Chunfeng Yuan, Yihua Huang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Coral: federated query join order optimization based on deep reinforcement learning.

Rong Gu, Yi Zhang, Liangliang Yin, Lingyi Song, Wenjie Huang, Chunfeng Yuan, Zhaokang Wang, Guanghui Zhu, Yihua Huang

World Wide Web (WWW), September, 2023

Simple and Efficient Partial Graph Adversarial Attack: A New Perspective.

Guanghui Zhu, Mengyu Chen, Chunfeng Yuan, Yihua Huang

CoRR, 2023

HAGNN: Hybrid Aggregation for Heterogeneous Graph Neural Networks.

Guanghui Zhu, Zhennan Zhu, Hongyang Chen, Chunfeng Yuan, Yihua Huang

CoRR, 2023

AdaMCL: Adaptive Fusion Multi-View Contrastive Learning for Collaborative Filtering.

Guanghui Zhu, Wang Lu, Chunfeng Yuan, Yihua Huang

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Operation-Level Early Stopping for Robustifying Differentiable NAS.

Shen Jiang, Zipeng Ji, Guanghui Zhu, Chunfeng Yuan, Yihua Huang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

STSD: Modeling Spatial Temporal Staticity and Dynamicity in Traffic Forecasting.

Guanghui Zhu, Haojun Hou, Peiliang Wang, Chunfeng Yuan, Yihua Huang

Proceedings of the IEEE International Conference on Data Mining, 2023

AutoAC: Towards Automated Attribute Completion for Heterogeneous Graph Neural Network.

Guanghui Zhu, Zhennan Zhu, Wenjie Wang, Zhuoer Xu, Chunfeng Yuan, Yihua Huang

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

hsSpMV: A Heterogeneous and SPM-aggregated SpMV for SW26010-Pro many-core processor.

Jingshan Pan, Lei Xiao, Min Tian, Li Wang, Chaochao Yang, Renjiang Chen, Zenghui Ren, Anjun Liu, Guanghui Zhu

Proceedings of the 23rd IEEE/ACM International Symposium on Cluster, 2023

2022

High-Precision Depth Domain Migration Method in Imaging of 3D Seismic Data in Coalfield.

Jianguang Han, Bingluo Gu, Guanghui Zhu, Zhiwei Liu

Remote. Sens., 2022

One-Stage Tree: end-to-end tree builder and pruner.

Zhuoer Xu, Guanghui Zhu, Chunfeng Yuan, Yihua Huang

Mach. Learn., 2022

Transition Relation Aware Self-Attention for Session-based Recommendation.

Guanghui Zhu, Haojun Hou, Jingfan Chen, Chunfeng Yuan, Yihua Huang

CoRR, 2022

Online verification of K-step opacity by Petri nets in centralized and decentralized structures.

Guanghui Zhu, Zhiwu Li, Naiqi Wu

Autom., 2022

NAS-CTR: Efficient Neural Architecture Search for Click-Through Rate Prediction.

Guanghui Zhu, Feng Cheng, Defu Lian, Chunfeng Yuan, Yihua Huang

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

AutoGSR: Neural Architecture Search for Graph-based Session Recommendation.

Jingfan Chen, Guanghui Zhu, Haojun Hou, Chunfeng Yuan, Yihua Huang

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Evolutionary Automated Feature Engineering.

Guanghui Zhu, Shen Jiang, Xu Guo, Chunfeng Yuan, Yihua Huang

Proceedings of the PRICAI 2022: Trends in Artificial Intelligence, 2022

A2: Efficient Automated Attacker for Boosting Adversarial Training.

Zhuoer Xu, Guanghui Zhu, Changhua Meng, Shiwen Cui, Zhenzhe Ying, Weiqiang Wang, Ming Gu, Yihua Huang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Knowledge-enhanced Black-box Attacks for Recommendations.

Jingfan Chen, Wenqi Fan, Guanghui Zhu, Xiangyu Zhao, Chunfeng Yuan, Qing Li, Yihua Huang

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

PSP: Progressive Space Pruning for Efficient Graph Neural Architecture Search.

Guanghui Zhu, Wenjie Wang, Zhuoer Xu, Feng Cheng, Mengchuan Qiu, Chunfeng Yuan, Yihua Huang

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Towards Self-supervised Learning on Graphs with Heterophily.

Jingfan Chen, Guanghui Zhu, Yifan Qi, Chunfeng Yuan, Yihua Huang

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

DIFER: Differentiable Automated Feature Engineering.

Guanghui Zhu, Zhuoer Xu, Chunfeng Yuan, Yihua Huang

Proceedings of the International Conference on Automated Machine Learning, 2022

2021

An Efficient Fault Diagnosis Approach Based on Integer Linear Programming for Labeled Petri Nets.

Guanghui Zhu, Lei Feng, Zhiwu Li, Naiqi Wu

IEEE Trans. Autom. Control., 2021

Marking Estimation in Petri Nets Using Hierarchical Basis Reachability Graphs.

Ziyue Ma, Guanghui Zhu, Zhiwu Li

IEEE Trans. Autom. Control., 2021

Progressive AutoSpeech: An Efficient and General Framework for Automatic Speech Classification.

Guanghui Zhu, Feng Cheng, Mengchuan Qiu, Zhuoer Xu, Wenjie Wang, Chunfeng Yuan, Yihua Huang

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

UniGPS: A Unified Programming Framework for Distributed Graph Processing.

Zhaokang Wang, Junhong Li, Yifan Qi, Guanghui Zhu, Chunfeng Yuan, Yihua Huang

Proceedings of the 27th IEEE International Conference on Parallel and Distributed Systems, 2021

2020

Computation of Admissible Marking Sets in Weighted Synchronization-Free Petri Nets by Dynamic Programming.

Ziyue Ma, Guanghui Zhu, Zhiwu Li, Alessandro Giua

IEEE Trans. Autom. Control., 2020

DIFER: Differentiable Automated Feature Engineering.

Guanghui Zhu, Zhuoer Xu, Xu Guo, Chunfeng Yuan, Yihua Huang

CoRR, 2020

Semi-supervised Embedding Learning for High-dimensional Bayesian Optimization.

Jingfan Chen, Guanghui Zhu, Rong Gu, Chunfeng Yuan, Yihua Huang

CoRR, 2020

Fault Diagnosis of Backward Conflict-Free Petri Nets by Generalized Markings.

Ya Wang, Guanghui Zhu, Naiqi Wu

IEEE Access, 2020

Online Fault Diagnosis of Labeled Petri Nets Based on Reachability Graphs and Topological Sorting.

Ya Wang, Li Yin, Guanghui Zhu

IEEE Access, 2020

Accelerating Hyperparameter Optimization of Deep Neural Network via Progressive Multi-Fidelity Evaluation.

Guanghui Zhu, Ruancheng Zhu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

Redistributing and Optimizing High-Resolution Ocean Model POP2 to Million Sunway Cores.

Yunhui Zeng, Li Wang, Jie Zhang, Guanghui Zhu, Yuan Zhuang, Qiang Guo

Proceedings of the Algorithms and Architectures for Parallel Processing, 2020

2019

Fault Identification of Discrete Event Systems Modeled by Petri Nets With Unobservable Transitions.

Guanghui Zhu, Zhiwu Li, Naiqi Wu, Abdulrahman Al-Ahmari

IEEE Trans. Syst. Man Cybern. Syst., 2019

Efficient and Scalable Functional Dependency Discovery on Distributed Data-Parallel Platforms.

Guanghui Zhu, Qian Wang, Qiwei Tang, Rong Gu, Chunfeng Yuan, Yihua Huang

IEEE Trans. Parallel Distributed Syst., 2019

DGST: Efficient and scalable suffix tree construction on distributed data-parallel platforms.

Guanghui Zhu, Chen Guo, Le Lu, Zhi Huang, Chunfeng Yuan, Rong Gu, Yihua Huang

Parallel Comput., 2019

ForestLayer: Efficient training of deep forests on distributed task-parallel platforms.

Guanghui Zhu, Qiu Hu, Rong Gu, Chunfeng Yuan, Yihua Huang

J. Parallel Distributed Comput., 2019

Model Identification of Unobservable Behavior of Discrete Event Systems Using Petri Nets.

Guanghui Zhu, Ya Wang, Yajie Wang

J. Control. Sci. Eng., 2019

HyMJ: A Hybrid Structure-Aware Approach to Distributed Multi-way Join Query.

Guanghui Zhu, Xiaoqi Wu, Liangliang Yin, Haogang Wang, Rong Gu, Chunfeng Yuan, Yihua Huang

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

2018

Model-based fault identification of discrete event systems using partially observed Petri nets.

Guanghui Zhu, Zhiwu Li, Naiqi Wu

Autom., 2018

2017

PCID: A Novel Approach for Predicting Disease Comorbidity by Integrating Multi-Scale Data.

Feng He, Guanghui Zhu, Yin-Ying Wang, Xing-Ming Zhao, De-Shuang Huang

IEEE ACM Trans. Comput. Biol. Bioinform., 2017

CSTEA: a webserver for the Cell State Transition Expression Atlas.

Guanghui Zhu, Hui Yang, Xiao Chen, Jun Wu, Yong Zhang, Xing-Ming Zhao

Nucleic Acids Res., 2017

AutoMJ: Towards Efficient Multi-way Join Query on Distributed Data-Parallel Platform.

Guanghui Zhu, Xiaoqi Wu, Rong Gu, Chunfeng Yuan, Yihua Huang

Proceedings of the 23rd IEEE International Conference on Parallel and Distributed Systems, 2017

A Security Analysis Method for Supercomputing Users' Behavior.

Guanghui Zhu, Yunhui Zeng, Meng Guo

Proceedings of the 4th IEEE International Conference on Cyber Security and Cloud Computing, 2017

PPIM: A protein-protein interaction database for Maize.

Guanghui Zhu, Rui Jiang, Xing-Ming Zhao

Proceedings of the 13th IEEE Conference on Automation Science and Engineering, 2017

2016

A survey on biomarker identification based on molecular networks.

Guanghui Zhu, Xing-Ming Zhao, Jun Wu

Quant. Biol., 2016

2015

Identifying cancer-related microRNAs based on gene expression data.

Xing-Ming Zhao, Keqin Liu, Guanghui Zhu, Feng He, Béatrice Duval, Jean-Michel Richer, De-Shuang Huang, Changjun Jiang, Jin-Kao Hao, Luonan Chen

Bioinform., 2015