JAX-MPM: a learning-augmented differentiable meshfree framework for GPU-accelerated Lagrangian simulation and geophysical inverse modeling.

Honghui Du

Honghui Du QiZhi He JAX-MPM: a learning-augmented differentiable meshfree framework for GPU-accelerated Lagrangian simulation and geophysical inverse modeling. 2026 June 85 42 Eng. Comput. 3 https://doi.org/10.1007/s00366-026-02320-6 db/journals/ewc/ewc42.html#DuH26 streams/journals/ewc

Honghui Du Binyao Guo QiZhi He Differentiable neural-integrated meshfree method for forward and inverse modeling of finite strain hyperelasticity. 1597-1617 2025 June 41 Eng. Comput. 3 https://doi.org/10.1007/s00366-024-02090-z db/journals/ewc/ewc41.html#DuGH25 streams/journals/ewc

Jie Chen Honghui Du Dairui Liu Siteng Ma Brian MacNamee Ruihai Dong ActiViz: Understanding Sample Selection in Active Learning through Boundary Visualization. 270-279 2025 CIKM https://doi.org/10.1145/3746252.3761279 conf/cikm/2025 db/conf/cikm/cikm2025.html#ChenDLMMD25 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. 246-254 2025 ECIR (3) https://doi.org/10.1007/978-3-031-88714-7_23 conf/ecir/2025-3 db/conf/ecir/ecir2025-3.html#JuDTHL25 streams/conf/ecir Honghui Du Leandro L. Minku Aonghus Lawlor Huiyu Zhou 0001 Multi-Label Transfer Learning in Non-Stationary Data Streams. ICDM 2025 218-227 conf/icdm/2025 https://doi.org/10.1109/ICDM65498.2025.00029 db/conf/icdm/icdm2025.html#DuMLZ25 streams/conf/icdm 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. 1-8 2025 IJCNN https://doi.org/10.1109/IJCNN64981.2025.11229353 conf/ijcnn/2025 db/conf/ijcnn/ijcnn2025.html#MaDMKKLD25 streams/conf/ijcnn 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. 497-507 2025 MICCAI (8) https://doi.org/10.1007/978-3-032-04984-1_48 conf/miccai/2025-8 db/conf/miccai/miccai2025-8.html#MaDLCLD25 streams/conf/miccai

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. 2025 April abs/2504.11588 CoRR https://doi.org/10.48550/arXiv.2504.11588 db/journals/corr/corr2504.html#abs-2504-11588 streams/journals/corr

Honghui Du QiZhi He JAX-MPM: A Learning-Augmented Differentiable Meshfree Framework for GPU-Accelerated Lagrangian Simulation and Geophysical Inverse Modeling. 2025 July abs/2507.04192 CoRR https://doi.org/10.48550/arXiv.2507.04192 db/journals/corr/corr2507.html#abs-2507-04192 streams/journals/corr

Honghui Du Leandro L. Minku Huiyu Zhou 0001 MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments. 2025 September abs/2509.08176 CoRR https://doi.org/10.48550/arXiv.2509.08176 db/journals/corr/corr2509.html#abs-2509-08176 streams/journals/corr

Honghui Du Leandro L. Minku Aonghus Lawlor Huiyu Zhou 0001 Multi-Label Transfer Learning in Non-Stationary Data Streams. 2025 September abs/2509.08181 CoRR https://doi.org/10.48550/arXiv.2509.08181 db/journals/corr/corr2509.html#abs-2509-08181 streams/journals/corr

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. 2025 November abs/2511.18007 CoRR https://doi.org/10.48550/arXiv.2511.18007 db/journals/corr/corr2511.html#abs-2511-18007 streams/journals/corr

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. 58-67 2024 ADBIS (Short Papers) https://doi.org/10.1007/978-3-031-70421-5_6 conf/adbis/2024short db/conf/adbis/adbis2024short.html#OReilly-MorganT24 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. 3902-3906 2024 CIKM https://doi.org/10.1145/3627673.3679987 https://www.wikidata.org/entity/Q130858954 conf/cikm/2024 db/conf/cikm/cikm2024.html#LiuYDGHLDL24 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. 2826-2831 2024 ITSC https://doi.org/10.1109/ITSC58415.2024.10919995 conf/itsc/2024 db/conf/itsc/itsc2024.html#TynanBFIKDG24 Siteng Ma Honghui Du Kathleen M. Curran Aonghus Lawlor Ruihai Dong Adaptive Curriculum Query Strategy for Active Learning in Medical Image Classification. 48-57 2024 MICCAI (11) https://doi.org/10.1007/978-3-031-72120-5_5 conf/miccai/2024-11 db/conf/miccai/miccai2024-11.html#MaDCLD24 streams/conf/miccai Zheng Ju Honghui Du Elias Z. Tragos Neil Hurley Aonghus Lawlor Exploring Coresets for Efficient Training and Consistent Evaluation of Recommender Systems. 1152-1157 2024 RecSys https://doi.org/10.1145/3640457.3691716 conf/recsys/2024 db/conf/recsys/recsys2024.html#JuDTHL24

Honghui Du Binyao Guo QiZhi He Differentiable Neural-Integrated Meshfree Method for Forward and Inverse Modeling of Finite Strain Hyperelasticity. 2024 abs/2407.11183 CoRR https://doi.org/10.48550/arXiv.2407.11183 db/journals/corr/corr2407.html#abs-2407-11183 streams/journals/corr

Dairui Liu Honghui Du Boming Yang Neil Hurley Aonghus Lawlor Irene Li Derek Greene Ruihai Dong Transformers4NewsRec: A Transformer-based News Recommendation Framework. 2024 abs/2410.13125 CoRR https://doi.org/10.48550/arXiv.2410.13125 db/journals/corr/corr2410.html#abs-2410-13125 streams/journals/corr

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. 125-139 2023 ICONIP (15) https://doi.org/10.1007/978-981-99-8184-7_10 conf/iconip/2023-15 db/conf/iconip/iconip2023-15.html#DuJADZTLD23

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. 2023 abs/2308.01138 CoRR https://doi.org/10.48550/arXiv.2308.01138 db/journals/corr/corr2308.html#abs-2308-01138

Honghui Du QiZhi He Neural-Integrated Meshfree (NIM) Method: A differentiable programming-based hybrid solver for computational mechanics. 2023 abs/2311.12915 CoRR https://doi.org/10.48550/arXiv.2311.12915 db/journals/corr/corr2311.html#abs-2311-12915

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. 2023 abs/2312.10463 CoRR https://doi.org/10.48550/arXiv.2312.10463 db/journals/corr/corr2312.html#abs-2312-10463

Honghui Du Leandro L. Minku Huiyu Zhou 0001 MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments. 122-131 2020 ICDM https://doi.org/10.1109/ICDM50108.2020.00021 conf/icdm/2020 db/conf/icdm/icdm2020.html#DuM020 Honghui Du Leandro L. Minku Huiyu Zhou 0001 Multi-Source Transfer Learning for Non-Stationary Environments. 1-8 2019 IJCNN https://doi.org/10.1109/IJCNN.2019.8852024 conf/ijcnn/2019 db/conf/ijcnn/ijcnn2019.html#DuMZ19

Honghui Du Leandro L. Minku Huiyu Zhou 0001 Multi-Source Transfer Learning for Non-Stationary Environments. 2019 abs/1901.02052 CoRR http://arxiv.org/abs/1901.02052 db/journals/corr/corr1901.html#abs-1901-02052

Yu An Evan Byrne Jie Chen Kathleen M. Curran Ruihai Dong Haiwen Du Erika Duriakova Carlo Finnegan Fatemeh Golpayegani Derek Greene Binyao Guo QiZhi He Neil J. HurleyNeil Hurley Maxim Zack Istasse Zheng Ju Ivan Kalgashkin Brendan S. Kelly Ronan P. Killeen Aonghus Lawlor Irene Li Dairui Liu Siteng Ma Prateek Mathur Leandro L. Minku Brian Mac NameeBrian MacNamee Diarmuid O'Reilly-Morgan Zhaoshuo Tian Elias Z. Tragos Mark Tynan Jing Wang Qinqin Wang Haochang Wu Boming Yang Huiyu Zhou 0001 Dongjie Zhu