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2020 – today
- 2026
[j10]Jiaxu Liu
, Yixiao Qian, Pengkai Wang, Song Chen, Shengze Cai, Chao Xu:
Accelerated Decentralized Federated Learning on Heterogeneous Data. IEEE Internet Things J. 13(8): 15417-15431 (2026)- [j9]Jiaxu Liu, Pengkai Wang, Song Chen, Shengze Cai, Chao Xu:
Distributed optimization algorithm design and analysis on cooperation-competition network based on PID control. J. Frankl. Inst. 363(4): 108483 (2026) - [j8]Jiaxu Liu, Pengkai Wang, Yixiao Qian, Song Chen, Jinming Xu, Shengze Cai, Chao Xu:
Distributed Online Constrained Convex Optimization With Compressed Communication. IEEE Trans. Netw. Sci. Eng. 13: 7899-7913 (2026) - 2025
- [j7]Pengkai Wang, Song Chen, Jiaxu Liu, Shengze Cai, Chao Xu:
PIDNODEs: Neural ordinary differential equations inspired by a proportional-integral-derivative controller. Neurocomputing 614: 128769 (2025) - [j6]Pengkai Wang, Fuchao Cheng, Yuan Yao, Liang Liu, Jianwei Zhang, Abdelaziz Bouras, D. Narasimhan, Ling Qin, Shaohua Wang, Chang Liu:
Enhancing Change Detection With Edge-Guided Difference Modeling in Remote Sensing Imagery. IEEE Geosci. Remote. Sens. Lett. 22: 1-5 (2025) - [j5]Pengkai Wang, Jonghoek Kim, Mitra Ghergherehchi, Mingxuan Zhang, Estrella Montero, Luwei Liao, Zhong Yang, Hongyu Xu:
Transformer-based aerial robot tracking system in environments with wind disturbances. Robotics Auton. Syst. 193: 105104 (2025) - [j4]Yiqun Zhang, Sen Feng, Pengkai Wang, Zexi Tan, Xiaopeng Luo, Yuzhu Ji, Rong Zou, Yiu-Ming Cheung:
Learning Self-Growth Maps for Fast and Accurate Imbalanced Streaming Data Clustering. IEEE Trans. Neural Networks Learn. Syst. 36(9): 16049-16061 (2025) - [j3]Jiaxu Liu, Song Chen, Pengkai Wang, Shengze Cai, Chao Xu, Jian Chu:
Output Feedback-Based Continuous-Time Distributed PID Optimization Algorithms. IEEE Trans. Netw. Sci. Eng. 12(2): 955-969 (2025) - [c4]Pengwei Liu, Pengkai Wang, Xingyu Ren, Hangjie Yuan, Zhongkai Hao, Chao Xu, Shengze Cai, Dong Ni:
AeroGTO: An Efficient Graph-Transformer Operator for Learning Large-Scale Aerodynamics of 3D Vehicle Geometries. AAAI 2025: 18924-18932 - [i3]Pengkai Wang, Qi Zuo, Pengwei Liu, Zhijie Sang, Congkai Xie, Hongxia Yang:
InfiMed-ORBIT: Aligning LLMs on Open-Ended Complex Tasks via Rubric-Based Incremental Training. CoRR abs/2510.15859 (2025) - [i2]Pengwei Liu, Xingyu Ren, Pengkai Wang, Hangjie Yuan, Zhongkai Hao, Guanyu Chen, Chao Xu, Dong Ni, Shengze Cai:
An Efficient Graph-Transformer Operator for Learning Physical Dynamics with Manifolds Embedding. CoRR abs/2512.10227 (2025) - 2024
- [c3]Pengkai Wang, Jonghoek Kim, Husna Mutahira, Mannan Saeed Muhammad:
Autonomous Drone Control for Wireless Charging Using Power Lines. IMCOM 2024: 1-8 - [c2]Pengkai Wang, Yunfan Zhang, Yiqun Zhang, Yang Lu, Mengke Li, Yiu-ming Cheung:
Clustering by Learning the Ordinal Relationships of Qualitative Attribute Values. IJCNN 2024: 1-8 - [i1]Siming Shan, Pengkai Wang, Song Chen, Jiaxu Liu, Chao Xu, Shengze Cai:
PiRD: Physics-informed Residual Diffusion for Flow Field Reconstruction. CoRR abs/2404.08412 (2024) - 2023
- [j2]Pengkai Wang, Husna Mutahira, Jonghoek Kim, Mannan Saeed Muhammad:
ABA*-Adaptive Bidirectional A* Algorithm for Aerial Robot Path Planning. IEEE Access 11: 103521-103529 (2023) - 2020
- [c1]Dequan Gao, Ziyan Zhao, Dongxia Bai, Yin Liu, Pengkai Wang, Yiying Zhang:
A Novel Portrait Technology-Based Modeling and Alarm Tagging Method for SDH Device in Smart Grid. ICITEE 2020: 551-557
2010 – 2019
- 2018
- [j1]Binghan Liu, Zhongguang Fu, Pengkai Wang, Lu Liu, Manda Gao, Ji Liu:
Big-Data-Mining-Based Improved K-Means Algorithm for Energy Use Analysis of Coal-Fired Power Plant Units: A Case Study. Entropy 20(9): 702 (2018)
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