Shenghui Zhang

According to our database, Shenghui Zhang authored at least 14 papers between 2011 and 2025.

Collaborative distances:

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

2025

Enhanced Subgraph Learning in 2-FWL GNNs via Local Connectivity, Spectral, and Distance Encodings.

Rongqin Chen, Yan Li, Dan Wu, Fan Mo, Shenghui Zhang, Pak Lon Ip, Hoi Cheong Iam, Ye Li, Leong Hou U

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

Tokenphormer: Structure-aware Multi-token Graph Transformer for Node Classification.

Zijie Zhou, Zhaoqi Lu, Xuekai Wei, Rongqin Chen, Shenghui Zhang, Pak Lon Ip, Leong Hou U

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

A block-based heuristic search algorithm for the two-dimensional guillotine strip packing problem.

Hao Zhang, Shaowen Yao, Shenghui Zhang, Jiewu Leng, Lijun Wei, Qiang Liu

Eng. Appl. Artif. Intell., 2024

HFGNN: Efficient Graph Neural Networks Using Hub-Fringe Structures.

Pak Lon Ip, Shenghui Zhang, Xuekai Wei, Tsz Nam Chan, Leong Hou U

Proceedings of the IEEE International Conference on Data Mining, 2024

A Computation-Aware Shape Loss Function for Point Cloud Completion.

Shunran Zhang, Xiubo Zhang, Tsz Nam Chan, Shenghui Zhang, Leong Hou U

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2022

Wind speed forecast based on combined theory, multi-objective optimisation, and sub-model selection.

Tonglin Fu, Shenghui Zhang

Soft Comput., 2022

Wind speed forecasting based on model selection, fuzzy cluster, and multi-objective algorithm and wind energy simulation by Betz's theory.

Shenghui Zhang, Chen Wang, Peng Liao, Ling Xiao, Tonglin Fu

Expert Syst. Appl., 2022

Redundancy-Free Message Passing for Graph Neural Networks.

Rongqin Chen, Shenghui Zhang, Leong Hou U, Ye Li

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

2020

Application and research for electricity price forecasting system based on multi-objective optimization and sub-models selection strategy.

Tonglin Fu, Shenghui Zhang, Chen Wang

Soft Comput., 2020

Research on Safety Modeling and Analysis to the Task Process of Airborne Weather System.

Haotian Niu, Cunbao Ma, Pei Han, Siyuan Li, Qi Ma, Shenghui Zhang

Proceedings of the 20th IEEE International Conference on Software Quality, 2020

2019

Research on combined model based on multi-objective optimization and application in time series forecast.

Shenghui Zhang, Jiyang Wang, Zhen-hai Guo

Soft Comput., 2019

2017

Ground proximity warning mission system dynamic safety modeling based on SoTeRiA.

Miao Wang, Shenghui Zhang, Jie Chen

Proceedings of the 16th IEEE/ACIS International Conference on Computer and Information Science, 2017

2012

Research of Free Resource Rectangles Management on FPGA Area Based on CPTR.

Yahui Chai, Wenfeng Shen, Shenghui Zhang, Weimin Xu

Proceedings of the 12th IEEE International Conference on Computer and Information Technology, 2012

2011

ProbPS: A new model for peak selection based on quantifying the dependence of the existence of derivative peaks on primary ion intensity.

Shenghui Zhang, Yaojun Wang, Dongbo Bu, Hong Zhang, Shiwei Sun

BMC Bioinform., 2011