Guanghui Zhu - RankMe

68 papers A* 14A 1B 3Misc 1Journal 39Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Verifiable Privacy-Preserving Federated Learning Framework Against Collusion Attacks. IEEE Trans. Mob. Comput. Yange Chen, SuYu He, Baocang Wang, Zhanshen Feng, Guanghui Zhu, Zhihong Tian
2025	—	`conf`	AffinityTune: A Prompt-Tuning Framework for Few-Shot Anomaly Detection on Graphs. KDD (2) Jingyan Chen, Guanghui Zhu, Guansong Pang, Chunfeng Yuan, Yihua Huang
2025	J	`jnl`	BOASF: A Unified Framework for Speeding up Automatic Machine Learning via Adaptive Successive Filtering. CoRR Guanghui Zhu, Xin Fang, Lei Wang, Wenzhong Chen, Rong Gu, Chunfeng Yuan, Yihua Huang
2025	J	`jnl`	Boosting Temporal Graph Learning From Perspectives of Global and Local Structures. IEEE Trans. Neural Networks Learn. Syst. Fengyi Wang, Guanghui Zhu, Hongqing Ding, Pengfei Zhang, Chunfeng Yuan, Yihua Huang
2025	Misc	`conf`	Cross-Platform Optimization and Benchmarking of the Lattice Boltzmann Method on Heterogeneous Architectures. HPSC Guanghui Zhu, Xiaojing Lv, Zhao Liu, Tao Liu, Wusheng Zhang, Yujing Fan, Hongkun Yu, Zhanyun Gao, Jiandong Shang
2025	J	`jnl`	DelvePO: Direction-Guided Self-Evolving Framework for Flexible Prompt Optimization. CoRR Tao Tao, Guanghui Zhu, Lang Guo, Hongyi Chen, Chunfeng Yuan, Yihua Huang
2025	—	`conf`	FHCF: Fully-Hyperbolic Symmetric Graph Learning for Collaborative Filtering. DASFAA (5) Guanghui Zhu, Wang Lu, Chunfeng Yuan, Yihua Huang
2025	J	`jnl`	HAGNN: Hybrid Aggregation for Heterogeneous Graph Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Guanghui Zhu, Zhennan Zhu, Hongyang Chen, Chunfeng Yuan, Yihua Huang
2025	J	`jnl`	PrunePEFT: Iterative Hybrid Pruning for Parameter-Efficient Fine-tuning of LLMs. CoRR Tongzhou Yu, Zhuhao Zhang, Guanghui Zhu, Shen Jiang, Meikang Qiu, Yihua Huang
2025	A*	`conf`	RZ-NAS: Enhancing LLM-guided Neural Architecture Search via Reflective Zero-Cost Strategy. ICML Zipeng Ji, Guanghui Zhu, Chunfeng Yuan, Yihua Huang
2024	A*	`conf`	Automatic Multi-Task Learning Framework with Neural Architecture Search in Recommendations. KDD Shen Jiang, Guanghui Zhu, Yue Wang, Chunfeng Yuan, Yihua Huang
2024	A*	`conf`	Boosting Graph Anomaly Detection with Adaptive Message Passing. ICLR Jingyan Chen, Guanghui Zhu, Chunfeng Yuan, Yihua Huang
2024	J	`jnl`	Identification of labeled Petri nets from finite automata. Inf. Sci. Guanghui Zhu, Li Yin, Yaohui Li, Zhi Wu Li, Naiqi Wu
2024	A*	`conf`	LLM-enhanced Cascaded Multi-level Learning on Temporal Heterogeneous Graphs. SIGIR Fengyi Wang, Guanghui Zhu, Chunfeng Yuan, Yihua Huang
2024	—	`conf`	Mining Long Short-Term Evolution Patterns for Temporal Knowledge Graph Reasoning. ICPR (4) Fengyi Wang, Guanghui Zhu, Haojun Hou, Chunfeng Yuan, Yihua Huang
2024	J	`jnl`	Robust portfolio selection for sparse index tracking under no short-selling and full investment constraints. Int. J. Wavelets Multiresolution Inf. Process. Ning Li, Guanghui Zhu
2024	J	`jnl`	SA-GNAS: Seed Architecture Expansion for Efficient Large-scale Graph Neural Architecture Search. CoRR Guanghui Zhu, Zipeng Ji, Jingyan Chen, Limin Wang, Chunfeng Yuan, Yihua Huang
2024	J	`jnl`	Simple and Efficient Partial Graph Adversarial Attack: A New Perspective. IEEE Trans. Knowl. Data Eng. Guanghui Zhu, Mengyu Chen, Chunfeng Yuan, Yihua Huang
2024	J	`jnl`	SunwayLB: Enabling Extreme-Scale Lattice Boltzmann Method Based Computing Fluid Dynamics Simulations on Advanced Heterogeneous Supercomputers. IEEE Trans. Parallel Distributed Syst. Zhao Liu, Xuesen Chu, Xiaojing Lv, Hongsong Meng, Hanyue Liu, Guanghui Zhu, Haohuan Fu, Guangwen Yang
2023	A*	`conf`	AdaMCL: Adaptive Fusion Multi-View Contrastive Learning for Collaborative Filtering. SIGIR Guanghui Zhu, Wang Lu, Chunfeng Yuan, Yihua Huang
2023	A*	`conf`	AutoAC: Towards Automated Attribute Completion for Heterogeneous Graph Neural Network. ICDE Guanghui Zhu, Zhennan Zhu, Wenjie Wang, Zhuoer Xu, Chunfeng Yuan, Yihua Huang
2023	J	`jnl`	AutoAC: Towards Automated Attribute Completion for Heterogeneous Graph Neural Network. CoRR Guanghui Zhu, Zhennan Zhu, Wenjie Wang, Zhuoer Xu, Chunfeng Yuan, Yihua Huang
2023	J	`jnl`	Coral: federated query join order optimization based on deep reinforcement learning. World Wide Web (WWW) Rong Gu, Yi Zhang, Liangliang Yin, Lingyi Song, Wenjie Huang, Chunfeng Yuan, Zhaokang Wang, Guanghui Zhu, Yihua Huang
2023	J	`jnl`	HAGNN: Hybrid Aggregation for Heterogeneous Graph Neural Networks. CoRR Guanghui Zhu, Zhennan Zhu, Hongyang Chen, Chunfeng Yuan, Yihua Huang
2023	A*	`conf`	Operation-Level Early Stopping for Robustifying Differentiable NAS. NeurIPS Shen Jiang, Zipeng Ji, Guanghui Zhu, Chunfeng Yuan, Yihua Huang
2023	A*	`conf`	STSD: Modeling Spatial Temporal Staticity and Dynamicity in Traffic Forecasting. ICDM Guanghui Zhu, Haojun Hou, Peiliang Wang, Chunfeng Yuan, Yihua Huang
2023	J	`jnl`	Simple and Efficient Partial Graph Adversarial Attack: A New Perspective. CoRR Guanghui Zhu, Mengyu Chen, Chunfeng Yuan, Yihua Huang
2023	B	`conf`	hsSpMV: A Heterogeneous and SPM-aggregated SpMV for SW26010-Pro many-core processor. CCGrid Jingshan Pan, Lei Xiao, Min Tian, Li Wang, Chaochao Yang, Renjiang Chen, Zenghui Ren, Anjun Liu, Guanghui Zhu
2022	A*	`conf`	A2: Efficient Automated Attacker for Boosting Adversarial Training. NeurIPS Zhuoer Xu, Guanghui Zhu, Changhua Meng, Shiwen Cui, Zhenzhe Ying, Weiqiang Wang, Ming Gu, Yihua Huang
2022	J	`jnl`	A2: Efficient Automated Attacker for Boosting Adversarial Training. CoRR Zhuoer Xu, Guanghui Zhu, Changhua Meng, Shiwen Cui, Zhenzhe Ying, Weiqiang Wang, Ming Gu, Yihua Huang
2022	A*	`conf`	AutoGSR: Neural Architecture Search for Graph-based Session Recommendation. SIGIR Jingfan Chen, Guanghui Zhu, Haojun Hou, Chunfeng Yuan, Yihua Huang
2022	—	`conf`	DIFER: Differentiable Automated Feature Engineering. AutoML Guanghui Zhu, Zhuoer Xu, Chunfeng Yuan, Yihua Huang
2022	—	`conf`	Evolutionary Automated Feature Engineering. PRICAI (1) Guanghui Zhu, Shen Jiang, Xu Guo, Chunfeng Yuan, Yihua Huang
2022	J	`jnl`	High-Precision Depth Domain Migration Method in Imaging of 3D Seismic Data in Coalfield. Remote. Sens. Jianguang Han, Bingluo Gu, Guanghui Zhu, Zhiwei Liu
2022	A*	`conf`	Knowledge-enhanced Black-box Attacks for Recommendations. KDD Jingfan Chen, Wenqi Fan, Guanghui Zhu, Xiangyu Zhao, Chunfeng Yuan, Qing Li, Yihua Huang
2022	J	`jnl`	Knowledge-enhanced Black-box Attacks for Recommendations. CoRR Jingfan Chen, Wenqi Fan, Guanghui Zhu, Xiangyu Zhao, Chunfeng Yuan, Qing Li, Yihua Huang
2022	A*	`conf`	NAS-CTR: Efficient Neural Architecture Search for Click-Through Rate Prediction. SIGIR Guanghui Zhu, Feng Cheng, Defu Lian, Chunfeng Yuan, Yihua Huang
2022	J	`jnl`	One-Stage Tree: end-to-end tree builder and pruner. Mach. Learn. Zhuoer Xu, Guanghui Zhu, Chunfeng Yuan, Yihua Huang
2022	J	`jnl`	Online verification of K-step opacity by Petri nets in centralized and decentralized structures. Autom. Guanghui Zhu, ZhiWu Li, Naiqi Wu
2022	A*	`conf`	PSP: Progressive Space Pruning for Efficient Graph Neural Architecture Search. ICDE Guanghui Zhu, Wenjie Wang, Zhuoer Xu, Feng Cheng, Mengchuan Qiu, Chunfeng Yuan, Yihua Huang
2022	A	`conf`	Towards Self-supervised Learning on Graphs with Heterophily. CIKM Jingfan Chen, Guanghui Zhu, Yifan Qi, Chunfeng Yuan, Yihua Huang
2022	J	`jnl`	Transition Relation Aware Self-Attention for Session-based Recommendation. CoRR Guanghui Zhu, Haojun Hou, Jingfan Chen, Chunfeng Yuan, Yihua Huang
2021	J	`jnl`	An Efficient Fault Diagnosis Approach Based on Integer Linear Programming for Labeled Petri Nets. IEEE Trans. Autom. Control. Guanghui Zhu, Lei Feng, ZhiWu Li, Naiqi Wu
2021	J	`jnl`	Marking Estimation in Petri Nets Using Hierarchical Basis Reachability Graphs. IEEE Trans. Autom. Control. Ziyue Ma, Guanghui Zhu, ZhiWu Li
2021	—	`conf`	Progressive AutoSpeech: An Efficient and General Framework for Automatic Speech Classification. PAKDD (2) Guanghui Zhu, Feng Cheng, Mengchuan Qiu, Zhuoer Xu, Wenjie Wang, Chunfeng Yuan, Yihua Huang
2021	B	`conf`	UniGPS: A Unified Programming Framework for Distributed Graph Processing. ICPADS Zhaokang Wang, Junhong Li, Yifan Qi, Guanghui Zhu, Chunfeng Yuan, Yihua Huang
2021	J	`jnl`	UniGPS: A Unified Programming Framework for Distributed Graph Processing. CoRR Zhaokang Wang, Junhong Li, Yifan Qi, Guanghui Zhu, Chunfeng Yuan, Yihua Huang
2020	—	`conf`	Accelerating Hyperparameter Optimization of Deep Neural Network via Progressive Multi-Fidelity Evaluation. PAKDD (1) Guanghui Zhu, Ruancheng Zhu
2020	J	`jnl`	Computation of Admissible Marking Sets in Weighted Synchronization-Free Petri Nets by Dynamic Programming. IEEE Trans. Autom. Control. Ziyue Ma, Guanghui Zhu, ZhiWu Li, Alessandro Giua
2020	J	`jnl`	DIFER: Differentiable Automated Feature Engineering. CoRR Guanghui Zhu, Zhuoer Xu, Xu Guo, Chunfeng Yuan, Yihua Huang
2020	J	`jnl`	Fault Diagnosis of Backward Conflict-Free Petri Nets by Generalized Markings. IEEE Access Ya Wang, Guanghui Zhu, Naiqi Wu
2020	J	`jnl`	Online Fault Diagnosis of Labeled Petri Nets Based on Reachability Graphs and Topological Sorting. IEEE Access Ya Wang, Li Yin, Guanghui Zhu
2020	—	`conf`	Redistributing and Optimizing High-Resolution Ocean Model POP2 to Million Sunway Cores. ICA3PP (1) Yunhui Zeng, Li Wang, Jie Zhang, Guanghui Zhu, Yuan Zhuang, Qiang Guo
2020	J	`jnl`	Semi-supervised Embedding Learning for High-dimensional Bayesian Optimization. CoRR Jingfan Chen, Guanghui Zhu, Rong Gu, Chunfeng Yuan, Yihua Huang
2019	J	`jnl`	DGST: Efficient and scalable suffix tree construction on distributed data-parallel platforms. Parallel Comput. Guanghui Zhu, Chen Guo, Le Lu, Zhi Huang, Chunfeng Yuan, Rong Gu, Yihua Huang
2019	J	`jnl`	Efficient and Scalable Functional Dependency Discovery on Distributed Data-Parallel Platforms. IEEE Trans. Parallel Distributed Syst. Guanghui Zhu, Qian Wang, Qiwei Tang, Rong Gu, Chunfeng Yuan, Yihua Huang
2019	J	`jnl`	Fault Identification of Discrete Event Systems Modeled by Petri Nets With Unobservable Transitions. IEEE Trans. Syst. Man Cybern. Syst. Guanghui Zhu, ZhiWu Li, Naiqi Wu, Abdulrahman Al-Ahmari
2019	J	`jnl`	ForestLayer: Efficient training of deep forests on distributed task-parallel platforms. J. Parallel Distributed Comput. Guanghui Zhu, Qiu Hu, Rong Gu, Chunfeng Yuan, Yihua Huang
2019	A*	`conf`	HyMJ: A Hybrid Structure-Aware Approach to Distributed Multi-way Join Query. ICDE Guanghui Zhu, Xiaoqi Wu, Liangliang Yin, Haogang Wang, Rong Gu, Chunfeng Yuan, Yihua Huang
2019	J	`jnl`	Model Identification of Unobservable Behavior of Discrete Event Systems Using Petri Nets. J. Control. Sci. Eng. Guanghui Zhu, Ya Wang, Yajie Wang
2018	J	`jnl`	Model-based fault identification of discrete event systems using partially observed Petri nets. Autom. Guanghui Zhu, ZhiWu Li, Naiqi Wu
2017	—	`conf`	A Security Analysis Method for Supercomputing Users' Behavior. CSCloud Guanghui Zhu, Yunhui Zeng, Meng Guo
2017	B	`conf`	AutoMJ: Towards Efficient Multi-way Join Query on Distributed Data-Parallel Platform. ICPADS Guanghui Zhu, Xiaoqi Wu, Rong Gu, Chunfeng Yuan, Yihua Huang
2017	J	`jnl`	CSTEA: a webserver for the Cell State Transition Expression Atlas. Nucleic Acids Res. Guanghui Zhu, Hui Yang, Xiao Chen, Jun Wu, Yong Zhang, Xing-Ming Zhao
2017	J	`jnl`	PCID: A Novel Approach for Predicting Disease Comorbidity by Integrating Multi-Scale Data. IEEE ACM Trans. Comput. Biol. Bioinform. Feng He, Guanghui Zhu, Yin-Ying Wang, Xing-Ming Zhao, De-Shuang Huang
2017	—	`conf`	PPIM: A protein-protein interaction database for Maize. CASE Guanghui Zhu, Rui Jiang, Xing-Ming Zhao
2016	J	`jnl`	A survey on biomarker identification based on molecular networks. Quant. Biol. Guanghui Zhu, Xing-Ming Zhao, Jun Wu
2015	J	`jnl`	Identifying cancer-related microRNAs based on gene expression data. Bioinform. Xing-Ming Zhao, Keqin Liu, Guanghui Zhu, Feng He, Béatrice Duval, Jean-Michel Richer, De-Shuang Huang, Changjun Jiang, Jin-Kao Hao, Luonan Chen