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L

Lan Du

monash university

29H-index
166Paper Count
3.7KCitation Count
Published Papers 34
Publication Date
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Automated evidence surveillance with AI-enabled pre-ranking with cutoff in living guideline maintenance: a simulation study
errJournal of Clinical Epidemiology
IF5.2
err2026-05-29
err0
errOAAI
errDarren Rajit; Steve McDonald; Lan Du; Helena Teede; Joanne Enticott
errShare
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Semi-Automated Screening in Living Guideline Maintenance: A Simulation Study of 90 Machine Learning Prioritised Screening System Configurations (Protocol)
errJournal of Clinical Epidemiology
IF5.2
err2026-03-18
err0
errOAAI
errDarren Rajit; Steve McDonald; Aya Mousa; Chau Thien Tay; Lan Du; Helena Teede; Joanne Enticott
errShare
errSave
MoleNovo: A Casanovo-Based De Novo Molecular Generation Framework
errADVANCED DATA MINING AND APPLICATIONS, ADMA 2025, PT III
IF0
err2026-01-01
err0
PREAI
errGao, Jun; Zhao, Haifeng; Zong, Guohao; Gao, Shunxiang; Zhang, Yan; Du, Lan
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errSave
Leveraging Deep AUC Maximisation for Enhanced Active Learning in Named Entity Recognition
errADVANCED DATA MINING AND APPLICATIONS, ADMA 2025, PT II
IF0
err2026-01-01
err0
PREAI
errTan, Wei; Nguyen, Dan; Li, Chen; Buntine, Wray; Zhao, Haifeng; Du, Lan
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errSave
Collaborative and Progressive Teacher-Assistant Knowledge Distillation
errPATTERN RECOGNITION AND COMPUTER VISION, PRCV 2025, PT II
IF0
err2026-01-01
err0
PREAI
errGao, Rui; Wang, Ping; Gou, Jianping; Du, Lan; Ou, Weihua
errShare
errSave
Multi-Scale Collaborative Distillation Graph Neural Networks for Session-Based Recommendation
errIEEE Transactions on Services Computing
IF5.8
err2025-11-25
err0
PREAI
errJianping Gou; Youhui Cheng; Benteng Ma; Lan Du; Xin Luo; Zhang Yi
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errSave
Deep class-weighted and class-shared dictionary learning for image classification
errExpert Systems with Applications
IF7.5
err2025-10-17
err0
PREAI
errJianping Gou; Xin He; Lan Du; Weiyong Zhang; Weihua Ou
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errSave
Probing the Prediction of High-Temperature Ignition Delay Times of Jet Fuels via Machine Learning Approaches
errResults in Engineering
IF7.9
err2025-09-23
err0
errOAAI
errQian Yao; Bi-Yao Wang; Lan Du; Jinhu Liang; Jian-Zhong Li; Ping Zeng; Zu-Xi Xia; Quan-De Wang
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errSave
Contrastive Learning-Based Multi-Level Knowledge Distillation
errCAAI Transactions on Intelligence Technology
IF7.3
err2025-07-04
err0
errOAAI
errLin Li; Jianping Gou; Weihua Ou; Wenbai Chen; Lan Du
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errSave
Automated citation searching in systematic review production: A simulation study
errRESEARCH SYNTHESIS METHODS
IF6.1
err2025-03-07
err1
PREAI
errRajit, Darren; Du, Lan; Teede, Helena
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errSave
Exploring the acceptability of a risk prediction tool for cardiometabolic risk (gestational diabetes and hypertensive disorders of pregnancy) for use in early pregnancy: A qualitative study
errMIDWIFERY
IF2.5
err2025-02-01
err0
PREAI
errLang, Sarah; Mcintosh, Jennifer G.; Enticott, Joanne; Goldstein, Rebecca; Baker, Susanne; Mcgowan, Margaret; Cooray, Shamil; Du, Lan; Reddy, Anjana; Harrison, Cheryce L.; Thong, Eleanor; De Silva, Kushan; Teede, Helena; Moran, Lisa J.; Lim, Siew
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errSave
Rebalancing network with knowledge stability for class incremental learning
errPATTERN RECOGNITION
IF7.6
err2024-09-01
err1
PREAI
errSong, Jialun; Chen, Jian; Du, Lan
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errSave
Prototype-Guided Memory Replay for Continual Learning
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-08-01
err13
errOAAI
errHo, Stella; Liu, Ming; Du, Lan; Gao, Longxiang; Xiang, Yong
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errSave
Collaborative Knowledge Distillation via Multiknowledge Transfer
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-05-01
err11
PREAI
errGou, Jianping; Sun, Liyuan; Yu, Baosheng; Du, Lan; Ramamohanarao, Kotagiri; Tao, Dacheng
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errSave
Teacher-student complementary sample contrastive distillation
errNEURAL NETWORKS
IF6.3
err2024-02-01
err2
PREAI
errBao, Zhiqiang; Huang, Zhenhua; Gou, Jianping; Du, Lan; Liu, Kang; Zhou, Jingtao; Chen, Yunwen
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errSave
Reciprocal Teacher-Student Learning via Forward and Feedback Knowledge Distillation
errIEEE TRANSACTIONS ON MULTIMEDIA
IF9.7
err2024-01-01
err12
PREAI
errGou, Jianping; Chen, Yu; Yu, Baosheng; Liu, Jinhua; Du, Lan; Wan, Shaohua; Yi, Zhang
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errSave
Reconstructed Graph Constrained Auto-Encoders for Multi-View Representation Learning
errIEEE TRANSACTIONS ON MULTIMEDIA
IF9.7
err2024-01-01
err1
PREAI
errGou, Jianping; Xie, Nannan; Yuan, Yunhao; Du, Lan; Ou, Weihua; Yi, Zhang
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errSave
HiTSKT: A hierarchical transformer model for session-aware knowledge tracing
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-01-01
err4
errOAAI
errKe, Fucai; Wang, Weiqing; Tan, Weicong; Du, Lan; Jin, Yuan; Huang, Yujin; Yin, Hongzhi
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errSave
Difference-Aware Distillation for Semantic Segmentation
errIEEE TRANSACTIONS ON MULTIMEDIA
IF9.7
err2024-01-01
err0
PREAI
errGou, Jianping; Zhou, Xiabin; Du, Lan; Zhan, Yibing; Chen, Wu; Yi, Zhang
errShare
errSave
Comparison of machine learning and conventional logistic regression-based prediction models for gestational diabetes in an ethnically diverse population; the Monash GDM Machine learning model
errINTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
IF4.1
err2023-11-01
err21
errOAAI
errBelsti, Yitayeh; Moran, Lisa; Du, Lan; Mousa, Aya; De Silva, Kushan; Enticott, Joanne; Teede, Helena
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
D
Dacheng Tao
H-index: 155 · Papers: 2.0K
章典 cover
章典 (David Zhang)
H-index: 134 · Papers: 1.8K
H
Helena Teede
H-index: 103 · Papers: 942
S
Stephen J. Wood
H-index: 101 · Papers: 754
L
Lisa Moran
H-index: 80 · Papers: 478
View more