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2020 – today
- 2025
[j1]Honghui Du, Binyao Guo, QiZhi He
:
Differentiable neural-integrated meshfree method for forward and inverse modeling of finite strain hyperelasticity. Eng. Comput. 41(3): 1597-1617 (2025)- [c13]Jie Chen, Honghui Du, Dairui Liu, Siteng Ma, Brian MacNamee, Ruihai Dong:
ActiViz: Understanding Sample Selection in Active Learning through Boundary Visualization. CIKM 2025: 270-279 - [c12]Zheng Ju, Honghui Du, Elias Z. Tragos, Neil Hurley, Aonghus Lawlor:
DiffGR: A Discrete Diffusion-Based Model for Personalised Recommendation by Reconstructing User-Item Bipartite Graphs. ECIR (3) 2025: 246-254 - [c11]Honghui Du, Leandro L. Minku, Aonghus Lawlor, Huiyu Zhou:
Multi-Label Transfer Learning in Non-Stationary Data Streams. ICDM 2025: 218-227 - [c10]Siteng Ma, Honghui Du, Prateek Mathur, Brendan S. Kelly, Ronan P. Killeen, Aonghus Lawlor, Ruihai Dong:
Is Complete Labeling Necessary? Understanding Active Learning in Longitudinal Medical Imaging. IJCNN 2025: 1-8 - [c9]Siteng Ma, Honghui Du, Dairui Liu, Kathleen M. Curran, Aonghus Lawlor, Ruihai Dong:
Spatial Aggregation for Semi-supervised Active Learning in 3D Medical Image Segmentation. MICCAI (8) 2025: 497-507 - [i11]Siteng Ma, Honghui Du, Yu An, Jing Wang, Qinqin Wang, Haochang Wu, Aonghus Lawlor, Ruihai Dong:
Deep Learning Approaches for Medical Imaging Under Varying Degrees of Label Availability: A Comprehensive Survey. CoRR abs/2504.11588 (2025) - [i10]Honghui Du, QiZhi He:
JAX-MPM: A Learning-Augmented Differentiable Meshfree Framework for GPU-Accelerated Lagrangian Simulation and Geophysical Inverse Modeling. CoRR abs/2507.04192 (2025) - [i9]Honghui Du, Leandro L. Minku, Huiyu Zhou:
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments. CoRR abs/2509.08176 (2025) - [i8]Honghui Du, Leandro L. Minku, Aonghus Lawlor, Huiyu Zhou:
Multi-Label Transfer Learning in Non-Stationary Data Streams. CoRR abs/2509.08181 (2025) - [i7]Siteng Ma, Honghui Du, Prateek Mathur, Brendan S. Kelly, Ronan P. Killeen, Aonghus Lawlor, Ruihai Dong:
Is Complete Labeling Necessary? Understanding Active Learning in Longitudinal Medical Imaging. CoRR abs/2511.18007 (2025) - 2024
- [c8]Diarmuid O'Reilly-Morgan, Elias Z. Tragos, Erika Duriakova, Honghui Du, Neil Hurley, Aonghus Lawlor:
Entity Matching with Large Language Models as Weak and Strong Labellers. ADBIS (Short Papers) 2024: 58-67 - [c7]Dairui Liu, Boming Yang, Honghui Du, Derek Greene, Neil Hurley, Aonghus Lawlor, Ruihai Dong, Irene Li:
RecPrompt: A Self-tuning Prompting Framework for News Recommendation Using Large Language Models. CIKM 2024: 3902-3906 - [c6]Mark Tynan, Evan Byrne, Carlo Finnegan, Maxim Zack Istasse, Ivan Kalgashkin, Honghui Du, Fatemeh Golpayegani:
CAPTAIN CARBON: Using Gamification to Influence Students Choice for Sustainable Transport. ITSC 2024: 2826-2831 - [c5]Siteng Ma, Honghui Du, Kathleen M. Curran, Aonghus Lawlor, Ruihai Dong:
Adaptive Curriculum Query Strategy for Active Learning in Medical Image Classification. MICCAI (11) 2024: 48-57 - [c4]Zheng Ju, Honghui Du, Elias Z. Tragos, Neil Hurley, Aonghus Lawlor:
Exploring Coresets for Efficient Training and Consistent Evaluation of Recommender Systems. RecSys 2024: 1152-1157 - [i6]Honghui Du, Binyao Guo, QiZhi He:
Differentiable Neural-Integrated Meshfree Method for Forward and Inverse Modeling of Finite Strain Hyperelasticity. CoRR abs/2407.11183 (2024) - [i5]Dairui Liu, Honghui Du, Boming Yang, Neil Hurley, Aonghus Lawlor, Irene Li, Derek Greene, Ruihai Dong:
Transformers4NewsRec: A Transformer-based News Recommendation Framework. CoRR abs/2410.13125 (2024) - 2023
- [c3]Haiwen Du, Zheng Ju, Yu An, Honghui Du, Dongjie Zhu, Zhaoshuo Tian, Aonghus Lawlor, Ruihai Dong:
Can We Transfer Noise Patterns? A Multi-environment Spectrum Analysis Model Using Generated Cases. ICONIP (15) 2023: 125-139 - [i4]Haiwen Du, Zheng Ju, Yu An, Honghui Du, Dongjie Zhu, Zhaoshuo Tian, Aonghus Lawlor, Ruihai Dong:
Can We Transfer Noise Patterns? A Multi-environment Spectrum Analysis Model Using Generated Cases. CoRR abs/2308.01138 (2023) - [i3]Honghui Du, QiZhi He:
Neural-Integrated Meshfree (NIM) Method: A differentiable programming-based hybrid solver for computational mechanics. CoRR abs/2311.12915 (2023) - [i2]Dairui Liu, Boming Yang, Honghui Du, Derek Greene, Aonghus Lawlor, Ruihai Dong, Irene Li:
RecPrompt: A Prompt Tuning Framework for News Recommendation Using Large Language Models. CoRR abs/2312.10463 (2023) - 2020
- [c2]Honghui Du, Leandro L. Minku, Huiyu Zhou:
MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments. ICDM 2020: 122-131
2010 – 2019
- 2019
- [c1]Honghui Du, Leandro L. Minku, Huiyu Zhou:
Multi-Source Transfer Learning for Non-Stationary Environments. IJCNN 2019: 1-8 - [i1]Honghui Du, Leandro L. Minku, Huiyu Zhou:
Multi-Source Transfer Learning for Non-Stationary Environments. CoRR abs/1901.02052 (2019)
Coauthor Index
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