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G
Guodong Long
university of technology sydney
48
H-index
315
Paper Count
1.4W
Citation Count
0
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Published Papers
29
Publication Date
Publication Date
Impact Factor
Citations
Federated learning: global insights from local plant data
Trends in Plant Science
IF
20.8
2026-04-15
0
OA
AI
Mirza Shoaib; Priyanka Reddy; Guodong Long; Matthew J. Hayden; Surya Kant
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cFedLAD: A Clustered Additive LoRA Framework for Robust and Personalized Federated Learning
AI 2025: ADVANCES IN ARTIFICIAL INTELLIGENCE, PT I
IF
0
2026-01-01
0
PRE
AI
Cheng, Qi; Yan, Peng; Long, Guodong
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cFedLoRA: Clustered Aggregation for Federated LoRA
ADVANCED DATA MINING AND APPLICATIONS, ADMA 2025, PT I
IF
0
2026-01-01
0
PRE
AI
Cheng, Qi; Yan, Peng; Long, Guodong
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Adaptive Traffic Forecasting on Daily Basis: A Spatio-Temporal Context Learning Approach
IEEE Transactions on Knowledge and Data Engineering
IF
10.4
2025-08-01
0
PRE
AI
Xiaoyu Li; Yitian Zhang; Guodong Long; Yupeng Hu; Wenpeng Lu; Meng Chen; Chengqi Zhang; Yongshun Gong
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FedGE: Break the Scalability Limitation of Graph Neural Network With Federated Graph Embedding
IEEE TRANSACTIONS ON BIG DATA
IF
5.7
2024-12-01
0
PRE
AI
Chen, Fengwen; Long, Guodong
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A fine-grained self-adapting prompt learning approach for few-shot learning with pre-trained language models
KNOWLEDGE-BASED SYSTEMS
IF
7.6
2024-09-01
0
PRE
AI
Chen, Xiaojun; Liu, Ting; Fournier-Viger, Philippe; Zhang, Bowen; Long, Guodong; Zhang, Qin
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Emerging trends in federated learning: from model fusion to federated X learning
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS
IF
2.7
2024-04-02
17
OA
AI
Ji, Shaoxiong; Tan, Yue; Saravirta, Teemu; Yang, Zhiqin; Liu, Yixin; Vasankari, Lauri; Pan, Shirui; Long, Guodong; Walid, Anwar
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TraverseNet: Unifying Space and Time in Message Passing for Traffic Forecasting
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF
8.9
2024-02-01
20
OA
AI
Wu, Zonghan; Zheng, Da; Pan, Shirui; Gan, Quan; Long, Guodong; Karypis, George
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Beyond Low-Pass Filtering: Graph Convolutional Networks With Automatic Filtering
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF
10.4
2023-07-01
8
OA
AI
Wu, Zonghan; Pan, Shirui; Long, Guodong; Jiang, Jing; Zhang, Chengqi
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Many-Class Few-Shot Learning on Multi-Granularity Class Hierarchy
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF
10.4
2022-05-01
23
OA
AI
Liu, Lu; Zhou, Tianyi; Long, Guodong; Jiang, Jing; Zhang, Chengqi
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Deep neighbor-aware embedding for node clustering in attributed graphs
PATTERN RECOGNITION
IF
7.6
2022-02-01
45
PRE
AI
Wang, Chun; Pan, Shirui; Yu, Celina P.; Hu, Ruiqi; Long, Guodong; Zhang, Chengqi
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MHieR-encoder: Modelling the high-frequency changes across stocks
KNOWLEDGE-BASED SYSTEMS
IF
7.6
2021-07-01
2
PRE
AI
Fu, Zhineng; Xu, Weijun; Hu, Ruiqi; Long, Guodong; Jiang, Jing
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Exploring BCI Control in Smart Environments: Intention Recognition Via EEG Representation Enhancement Learning
ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF
4.8
2021-05-29
16
PRE
AI
Yue, Lin; Shen, Hao; Wang, Sen; Boots, Robert; Long, Guodong; Chen, Weitong; Zhao, Xiaowei
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Episodic memory governs choices: An RNN-based reinforcement learning model for decision-making task
NEURAL NETWORKS
IF
6.3
2021-02-01
18
OA
AI
Zhang, Xiaohan; Liu, Lu; Long, Guodong; Jiang, Jing; Liu, Shenquan
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A Comprehensive Survey on Graph Neural Networks
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF
8.9
2021-01-01
5.9K
OA
AI
Wu, Zonghan; Pan, Shirui; Chen, Fengwen; Long, Guodong; Zhang, Chengqi; Yu, Philip S.
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Learning Graph Embedding With Adversarial Training Methods
IEEE TRANSACTIONS ON CYBERNETICS
IF
10.5
2020-06-01
231
OA
AI
Pan, Shirui; Hu, Ruiqi; Fung, Sai-fu; Long, Guodong; Jiang, Jing; Zhang, Chengqi
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Structural response monitoring of concrete beam under flexural loading using smart carbon black/cement-based sensors
SMART MATERIALS AND STRUCTURES
IF
3.8
2020-05-04
56
PRE
AI
Dong, Wenkui; Li, Wengui; Luo, Zhiyu; Long, Guodong; Vessalas, Kirk; Sheng, Daichao
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Clustering social audiences in business information networks
PATTERN RECOGNITION
IF
7.6
2020-04-01
19
PRE
AI
Zheng, Yu; Hu, Ruiqi; Fung, Sai-fu; Yu, Celina; Long, Guodong; Guo, Ting; Pan, Shirui
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Measuring Time-Sensitive and Topic-Specific Influence in Social Networks With LSTM and Self-Attention
IEEE ACCESS
IF
3.6
2020-01-01
16
OA
AI
Zheng, Cheng; Zhang, Qin; Long, Guodong; Zhang, Chengqi; Young, Sean D.; Wang, Wei
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Cost-Sensitive Parallel Learning Framework for Insurance Intelligence Operation
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
IF
7.2
2019-12-01
16
PRE
AI
Jiang, Xinxin; Pan, Shirui; Long, Guodong; Xiong, Fei; Jiang, Jing; Zhang, Chengqi
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Research Directions
No research directions
Co-authors
Cooperation Journals
Q
Qiang Yang
H-index: 127 · Papers: 1.4K
G
George Karypis
H-index: 93 · Papers: 724
王伟
(Wei Wang)
H-index: 86 · Papers: 1.4K
X
Xindong Wu
H-index: 79 · Papers: 904
李玮
(Wengui Li)
H-index: 75 · Papers: 373
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