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Junbin Gao cover

Junbin Gao (Junbin Gao)

University of Sydney

51H-index
665Paper Count
1.1WCitation Count
Published Papers 182
Publication Date
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Relationship between data bias and model fairness in machine learning
errScientific Reports
IF3.9
err2026-09-04
err0
errOAAI
errShahadat Uddin; Huan Liang; Mohammad Ali Moni; Junbin Gao; Haohui Lu
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errSave
Exposition on Over-Squashing Problem of GNNs: Current Methods, Benchmarks and Challenges
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2026-08-19
err0
PREAI
errDai Shi; Andi Han; Lequan Lin; Yi Guo; Junbin Gao
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errSave
Adversarial Attacks Against Network Intrusion Detection Systems: Bridging the Gap Between Theoretical Vulnerabilities and Practical Constraints
errInternet of Things
IF7.6
err2026-06-08
err0
errOAAI
errMd Mehedi Hasan; Rafiqul Islam; Quazi Mamun; Md Zahidul Islam; Junbin Gao
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errSave
Human-Like Multimodal Fake News Detection via Reflective Summarization and Large--Small Model Collaboration
errIEEE Transactions on Neural Networks and Learning Systems
IF8.9
err2026-05-13
err0
PREAI
errBoyue Wang; Yihan Gao; Tengfei Liu; Junbin Gao; Guangchao Wu; Yongli Hu; Baocai Yin
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errSave
Ensemble-Based Adversarial Defense with Dynamic Model Selection for Intrusion Detection Systems
errInternet of Things
IF7.6
err2026-05-08
err0
errOAAI
errMd Mehedi Hasan; Rafiqul Islam; Quazi Mamun; Md Zahidul Islam; Junbin Gao
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errSave
Hybrid graph attention learning with pseudo-label guided adaptive evolution
errNeural Networks
IF6.3
err2026-04-23
err0
PREAI
errJinlu Wang; Yanfeng Sun; Junbin Gao; Shaofan Wang; Qi Zhang; Yachao Yang; Baocai Yin; Jipeng Guo
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errSave
Attribute--Topology Cross-Frequency Aligned Graph Neural Networks for Homophilic and Heterophilic Graphs in Node Classification
errIEEE Transactions on Neural Networks and Learning Systems
IF8.9
err2026-04-13
err0
PREAI
errYachao Yang; Yanfeng Sun; Jipeng Guo; Jinlu Wang; Shaofan Wang; Junbin Gao; Fujiao Ju; Baocai Yin
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errSave
Diffusion Denoised and Physics-regularized Inter-series Model for Long-horizon Multivariate Time-series Forecasting
errInformation Fusion
IF15.5
err2026-03-29
err0
errOAAI
errHongwei Ma; Jiayu Fang; Dai Shi; Zhiqi Shao; Junbin Gao
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errSave
Multi-faceted contrastive learning with inter-frame difference for traffic video question answering
errKnowledge-Based Systems
IF7.6
err2026-03-23
err0
PREAI
errKan Guo; Qi Zuo; Yongli Hu; Lanping Qian; Daxin Tian; Jiapu Wang; Guixian Qu; Tingzheng Jia; Junbin Gao; Baocai Yin; Jian Wu
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errSave
Representation Then Augmentation: Wide Graph Clustering Network with Multi-Order Filter Fusion and Double-Level Contrastive Learning
errIEEE/CAA Journal of Automatica Sinica
IF0
err2026-03-10
err0
PREAI
errYouqing Wang; Tianxiang Zhao; Mingliang Cui; Junbin Gao; Li Liang; Jipeng Guo
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errSave
Mix-Persona Comment Generation and Geographically Enhanced Context Retrieval for LLM Fine-Tuning in Multimodal Crisis Post Classification
errISPRS International Journal of Geo-Information
IF2.8
err2026-03-03
err0
errOAAI
errTong Bie; Yongli Hu; Yu Fu; Linjia Hao; Tengfei Liu; Kan Guo; Huajie Jiang; Junbin Gao; Yanfeng Sun; Baocai Yin
errShare
errSave
ComGRL: Comprehensive Graph Representation Learning From Local to Global Bridged by Mixup
errIEEE Transactions on Computational Social Systems
IF4.9
err2026-03-03
err0
PREAI
errJinlu Wang; Yanfeng Sun; Jiapu Wang; Junbin Gao; Shaofan Wang; Baocai Yin; Jipeng Guo
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errSave
Anchor-to-graph structural co-regularization for scalable multi-view clustering
errPattern Recognition
IF7.6
err2026-02-26
err0
PREAI
errJipeng Guo; Xiang Xu; Yu Cao; Man Cao; Mengyuan Xin; Tianxiang Zhao; Ye Su; Junbin Gao; Mingliang Cui; Youqing Wang
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errSave
Modality-Agnostic Hybrid Federated Learning via Knowledge Distillation and Reinforcement Learning-Based Aggregation
errIEEE Transactions on Circuits and Systems for Video Technology
IF11.1
err2026-02-10
err0
PREAI
errChen Wang; Yongli Hu; Huajie Jiang; Junbin Gao; Yanfeng Sun; Baocai Yin
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errSave
Multi-agent role-playing by LLMs and LMMs: An explainable open-world multi-modal crisis tweet classification method
errExpert Systems with Applications
IF7.5
err2026-01-23
err0
PREAI
errTong Bie; Yongli Hu; Yu Fu; Linjia Hao; Tengfei Liu; Huajie Jiang; Junbin Gao; Yanfeng Sun; Baocai Yin
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errSave
Unleashing Mamba’s Expressive Power: A Non-tradeoff Approach to Spatio-Temporal Forecasting
errInformation Fusion
IF15.5
err2026-01-22
err0
PREAI
errZhiqi Shao; Ze Wang; Haoning Xi; Michael G H Bell; Xusheng Yao; D. Glenn Geers; Junbin Gao
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errSave
An Empirical Analysis of Loss Functions for Deep Retinal Vessel Segmentation
errACM Transactions on Computing for Healthcare
IF0
err2026-01-01
err0
PREAI
errFatihi, Ayoub; Soomro, Toufique Ahmed; Alawneh, Tareq A.; Afifi, Ahmed J.; Bin Ubaid, Faisal; Jelinek, Herbert; Zheng, Lihong; Soomro, Shafique Ahmed; Gao, Junbin
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errSave
SVDformer: Direction-Aware Spectral Graph Embedding Learning via SVD and Transformer
errAI 2025: ADVANCES IN ARTIFICIAL INTELLIGENCE, PT I
IF0
err2026-01-01
err0
PREAI
errFang, Jiayu; Shao, Zhiqi; Choy, Boris; Gao, Junbin
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errSave
Ensemble of Similar Differential Evolution Algorithms With Algorithm Replacement at Position Without Individual Replacement
errIEEE Transactions on Emerging Topics in Computational Intelligence
IF6.5
err2025-12-16
err0
PREAI
errChuchuan Cen; Chengjun Li; Junbin Gao; Mingyuan Bai; Shengxiang Yang
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errSave
Global Stock Market Volatility Forecasting Incorporating Dynamic Graphs and All Trading Days
errJOURNAL OF FORECASTING
IF2.7
err2025-12-01
err0
PREAI
errChi, Zhengyang; Gao, Junbin; Wang, Chao
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Research Directions

machine learningdata scienceimage analysispattern recognitionBayesian learning & inferencenumerical optimizationbig data in business
Co-authors
Cooperation Journals
YAN Shuicheng cover
YAN Shuicheng (Shuicheng Yan)
H-index: 175 · Papers: 1.8K
D
Dacheng Tao
H-index: 155 · Papers: 2.1K
D
David A. Hensher
H-index: 106 · Papers: 1.2K
王
王萌 (Meng Wang)
H-index: 104 · Papers: 1.5K
洪
洪伟 (Wei Hong)
H-index: 95 · Papers: 2.1K
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