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ORCIDGuanghui Zhu
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Journal Articles
- 2024
[j22]Ning Li
, Guanghui Zhu:
Robust portfolio selection for sparse index tracking under no short-selling and full investment constraints. Int. J. Wavelets Multiresolution Inf. Process. 22(3): 2350055:1-2350055:16 (2024)- [j21]Guanghui Zhu, Li Yin, Yaohui Li, Zhi Wu Li, Naiqi Wu:
Identification of labeled Petri nets from finite automata. Inf. Sci. 667: 120488 (2024) - [j20]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): 324-337 (2024) - 2023
- [j19]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): 3093-3118 (2023) - 2022
- [j18]Guanghui Zhu, Zhiwu Li, Naiqi Wu:
Online verification of K-step opacity by Petri nets in centralized and decentralized structures. Autom. 145: 110528 (2022) - [j17]Zhuoer Xu, Guanghui Zhu, Chunfeng Yuan, Yihua Huang:
One-Stage Tree: end-to-end tree builder and pruner. Mach. Learn. 111(5): 1959-1985 (2022) - [j16]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): 2850 (2022) - 2021
- [j15]Ziyue Ma, Guanghui Zhu, Zhiwu Li:
Marking Estimation in Petri Nets Using Hierarchical Basis Reachability Graphs. IEEE Trans. Autom. Control. 66(2): 810-817 (2021) - [j14]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): 2393-2398 (2021) - 2020
- [j13]Ya Wang, Guanghui Zhu, Naiqi Wu:
Fault Diagnosis of Backward Conflict-Free Petri Nets by Generalized Markings. IEEE Access 8: 154871-154880 (2020) - [j12]Ya Wang, Li Yin, Guanghui Zhu:
Online Fault Diagnosis of Labeled Petri Nets Based on Reachability Graphs and Topological Sorting. IEEE Access 8: 162363-162372 (2020) - [j11]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): 2662-2669 (2020) - 2019
- [j10]Guanghui Zhu, Ya Wang, Yajie Wang:
Model Identification of Unobservable Behavior of Discrete Event Systems Using Petri Nets. J. Control. Sci. Eng. 2019: 2895685:1-2895685:11 (2019) - [j9]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: 113-126 (2019) - [j8]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: 87-102 (2019) - [j7]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): 2663-2676 (2019) - [j6]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): 333-345 (2019) - 2018
- [j5]Guanghui Zhu, Zhiwu Li, Naiqi Wu:
Model-based fault identification of discrete event systems using partially observed Petri nets. Autom. 96: 201-212 (2018) - 2017
- [j4]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): W103-W108 (2017) - [j3]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): 678-686 (2017) - 2016
- [j2]Guanghui Zhu, Xing-Ming Zhao, Jun Wu:
A survey on biomarker identification based on molecular networks. Quant. Biol. 4(4): 310-319 (2016) - 2015
- [j1]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): 1226-1234 (2015)
Conference and Workshop Papers
- 2024
- [c24]Jingyan Chen, Guanghui Zhu, Chunfeng Yuan, Yihua Huang:
Boosting Graph Anomaly Detection with Adaptive Message Passing. ICLR 2024 - [c23]Shen Jiang, Guanghui Zhu, Yue Wang, Chunfeng Yuan, Yihua Huang:
Automatic Multi-Task Learning Framework with Neural Architecture Search in Recommendations. KDD 2024: 1290-1300 - [c22]Fengyi Wang, Guanghui Zhu, Chunfeng Yuan, Yihua Huang:
LLM-enhanced Cascaded Multi-level Learning on Temporal Heterogeneous Graphs. SIGIR 2024: 512-521 - 2023
- [c21]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: 62-70 - [c20]Guanghui Zhu, Zhennan Zhu, Wenjie Wang, Zhuoer Xu, Chunfeng Yuan, Yihua Huang:
AutoAC: Towards Automated Attribute Completion for Heterogeneous Graph Neural Network. ICDE 2023: 2808-2821 - [c19]Guanghui Zhu, Haojun Hou, Peiliang Wang, Chunfeng Yuan, Yihua Huang:
STSD: Modeling Spatial Temporal Staticity and Dynamicity in Traffic Forecasting. ICDM 2023: 1565-1570 - [c18]Shen Jiang, Zipeng Ji, Guanghui Zhu, Chunfeng Yuan, Yihua Huang:
Operation-Level Early Stopping for Robustifying Differentiable NAS. NeurIPS 2023 - [c17]Guanghui Zhu, Wang Lu, Chunfeng Yuan, Yihua Huang:
AdaMCL: Adaptive Fusion Multi-View Contrastive Learning for Collaborative Filtering. SIGIR 2023: 1076-1085 - 2022
- [c16]Guanghui Zhu, Zhuoer Xu, Chunfeng Yuan, Yihua Huang:
DIFER: Differentiable Automated Feature Engineering. AutoML 2022: 17/1-17 - [c15]Jingfan Chen, Guanghui Zhu, Yifan Qi, Chunfeng Yuan, Yihua Huang:
Towards Self-supervised Learning on Graphs with Heterophily. CIKM 2022: 201-211 - [c14]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: 2168-2181 - [c13]Jingfan Chen, Wenqi Fan, Guanghui Zhu, Xiangyu Zhao, Chunfeng Yuan, Qing Li, Yihua Huang:
Knowledge-enhanced Black-box Attacks for Recommendations. KDD 2022: 108-117 - [c12]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 - [c11]Guanghui Zhu, Shen Jiang, Xu Guo, Chunfeng Yuan, Yihua Huang:
Evolutionary Automated Feature Engineering. PRICAI (1) 2022: 574-586 - [c10]Guanghui Zhu, Feng Cheng, Defu Lian, Chunfeng Yuan, Yihua Huang:
NAS-CTR: Efficient Neural Architecture Search for Click-Through Rate Prediction. SIGIR 2022: 332-342 - [c9]Jingfan Chen, Guanghui Zhu, Haojun Hou, Chunfeng Yuan, Yihua Huang:
AutoGSR: Neural Architecture Search for Graph-based Session Recommendation. SIGIR 2022: 1694-1704 - 2021
- [c8]Zhaokang Wang, Junhong Li, Yifan Qi, Guanghui Zhu, Chunfeng Yuan, Yihua Huang:
UniGPS: A Unified Programming Framework for Distributed Graph Processing. ICPADS 2021: 114-121 - [c7]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: 168-180 - 2020
- [c6]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: 275-289 - [c5]Guanghui Zhu, Ruancheng Zhu:
Accelerating Hyperparameter Optimization of Deep Neural Network via Progressive Multi-Fidelity Evaluation. PAKDD (1) 2020: 752-763 - 2019
- [c4]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: 1726-1729 - 2017
- [c3]Guanghui Zhu, Rui Jiang, Xing-Ming Zhao:
PPIM: A protein-protein interaction database for Maize. CASE 2017: 97 - [c2]Guanghui Zhu, Yunhui Zeng, Meng Guo:
A Security Analysis Method for Supercomputing Users' Behavior. CSCloud 2017: 287-293 - [c1]Guanghui Zhu, Xiaoqi Wu, Rong Gu, Chunfeng Yuan, Yihua Huang:
AutoMJ: Towards Efficient Multi-way Join Query on Distributed Data-Parallel Platform. ICPADS 2017: 161-169
Informal and Other Publications
- 2023
- [i9]Guanghui Zhu, Zhennan Zhu, Wenjie Wang, Zhuoer Xu, Chunfeng Yuan, Yihua Huang:
AutoAC: Towards Automated Attribute Completion for Heterogeneous Graph Neural Network. CoRR abs/2301.03049 (2023) - [i8]Guanghui Zhu, Zhennan Zhu, Hongyang Chen, Chunfeng Yuan, Yihua Huang:
HAGNN: Hybrid Aggregation for Heterogeneous Graph Neural Networks. CoRR abs/2307.01636 (2023) - [i7]Guanghui Zhu, Mengyu Chen, Chunfeng Yuan, Yihua Huang:
Simple and Efficient Partial Graph Adversarial Attack: A New Perspective. CoRR abs/2308.07834 (2023) - 2022
- [i6]Guanghui Zhu, Haojun Hou, Jingfan Chen, Chunfeng Yuan, Yihua Huang:
Transition Relation Aware Self-Attention for Session-based Recommendation. CoRR abs/2203.06407 (2022) - [i5]Jingfan Chen, Wenqi Fan, Guanghui Zhu, Xiangyu Zhao, Chunfeng Yuan, Qing Li, Yihua Huang:
Knowledge-enhanced Black-box Attacks for Recommendations. CoRR abs/2207.10307 (2022) - [i4]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 abs/2210.03543 (2022) - 2021
- [i3]Zhaokang Wang, Junhong Li, Yifan Qi, Guanghui Zhu, Chunfeng Yuan, Yihua Huang:
UniGPS: A Unified Programming Framework for Distributed Graph Processing. CoRR abs/2108.01922 (2021) - 2020
- [i2]Jingfan Chen, Guanghui Zhu, Rong Gu, Chunfeng Yuan, Yihua Huang:
Semi-supervised Embedding Learning for High-dimensional Bayesian Optimization. CoRR abs/2005.14601 (2020) - [i1]Guanghui Zhu, Zhuoer Xu, Xu Guo, Chunfeng Yuan, Yihua Huang:
DIFER: Differentiable Automated Feature Engineering. CoRR abs/2010.08784 (2020)
Coauthor Index
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