Kun Hu

Orcid: 0000-0002-6891-8059

Affiliations:
  • Edith Cowan University, Perth, WA, Australia


According to our database1, Kun Hu authored at least 67 papers between 2018 and 2026.

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Timeline

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Bibliography

2026
PhenoYieldNet: Learning Crop-Aware Phenological Responses for Multi-Crop Yield Prediction.
CoRR, May, 2026

Stable Attention Response for Reliable Precipitation Nowcasting.
CoRR, May, 2026

EPIR: An Efficient Patch Tokenization, Integration and Representation Framework for Micro-expression Recognition.
CoRR, April, 2026

OrthoEraser: Coupled-Neuron Orthogonal Projection for Concept Erasure.
CoRR, March, 2026

Charting Empirical Laws for LLM Fine-Tuning in Scientific Multi-Discipline Learning.
CoRR, February, 2026

PSAG: Projection-based Stabilized Attribution Guidance for Online Continual Learning.
Trans. Mach. Learn. Res., 2026

Keyframe selection from motion capture data with dual-agent reinforcement learning.
Pattern Recognit., 2026

KANMultiSign: Multi-scale sequence-based pose animation from sign language notation with Kolmogorov-Arnold networks.
Neurocomputing, 2026

DuoCast: Duo-Probabilistic Diffusion for Precipitation Nowcasting.
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Pb4U-GNet: Resolution-Adaptive Garment Simulation via Propagation-before-Update Graph Network.
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

TWINFUZZ: Dual-Model Fuzzing for Robustness Generalization in Deep Learning.
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025
Music source separation via hybrid waveform and spectrogram based generative adversarial network.
Multim. Tools Appl., September, 2025

Fuzzing: Randomness? Reasoning! Efficient Directed Fuzzing via Large Language Models.
CoRR, July, 2025

F2Net: A Frequency-Fused Network for Ultra-High Resolution Remote Sensing Segmentation.
CoRR, June, 2025

Learning Fine-Grained Geometry for Sparse-View Splatting via Cascade Depth Loss.
CoRR, May, 2025

Extended Short- and Long-Range Mesh Learning for Fast and Generalized Garment Simulation.
CoRR, April, 2025

Graph traverse reference network for sign language corpus retrieval in the wild.
Neurocomputing, 2025

MirrorDiff: Learning Mirror Diffusion for Image Captioning via Regeneration.
Proceedings of the 2025 International Conference on Multimedia Retrieval, 2025

PTSR: A Unified Patch Tokenization, Selection and Representation Framework for Efficient Micro-expression Recognition.
Proceedings of the 2025 International Conference on Multimedia Retrieval, 2025

Extended Short- and Long-Range Mesh Learning for Fast and Generalised Garment Simulation.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

PUMPS: Skeleton-Agnostic Point-Based Universal Motion Pre-Training for Synthesis in Human Motion Tasks.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

B-VLLM: A Vision Large Language Model with Balanced Spatio-Temporal Tokens.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Text2Sign Diffusion: A Generative Approach for Gloss-Free Sign Language Production.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2025

DC-PCN: Point Cloud Completion Network with Dual-Codebook Guided Quantization.
Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

RI-MAE: Rotation-Invariant Masked AutoEncoders for Self-Supervised Point Cloud Representation Learning.
Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024
Higher Order Polynomial Transformer for Fine-Grained Freezing of Gait Detection.
IEEE Trans. Neural Networks Learn. Syst., September, 2024

Soft Multiprototype Clustering Algorithm via Two-Layer Semi-NMF.
IEEE Trans. Fuzzy Syst., April, 2024

TLDW: Extreme Multimodal Summarization of News Videos.
IEEE Trans. Circuits Syst. Video Technol., March, 2024

Siamese Biattention Pooling Network for Change Detection in Remote Sensing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

DuoCast: Duo-Probabilistic Meteorology-Aware Model for Extended Precipitation Nowcasting.
CoRR, 2024

T2QRM: Text-Driven Quadruped Robot Motion Generation.
Proceedings of the 6th ACM International Conference on Multimedia in Asia, 2024

CFRL: Coarse-Fine Decoupled Representation Learning For Long-Tailed Recognition.
Proceedings of the 6th ACM International Conference on Multimedia in Asia, 2024

SITransformer: Shared Information-Guided Transformer for Extreme Multimodal Summarization.
Proceedings of the 6th ACM International Conference on Multimedia in Asia, 2024

Bridging the Gap: Sketch-Aware Interpolation Network for High-Quality Animation Sketch Inbetweening.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

MCHM '24: The 1st International Workshop on Multimedia Computing for Health and Medicine.
Proceedings of the 1st International Workshop on Multimedia Computing for Health and Medicine, 2024

Radio Frequency Signal based Human Silhouette Segmentation: A Sequential Diffusion Approach.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Identity-Consistent Diffusion Network for Grading Knee Osteoarthritis Progression in Radiographic Imaging.
Proceedings of the Computer Vision - ECCV 2024, 2024

Motion Keyframe Interpolation for Any Human Skeleton via Temporally Consistent Point Cloud Sampling and Reconstruction.
Proceedings of the Computer Vision - ECCV 2024, 2024

SurgicalSAM: Efficient Class Promptable Surgical Instrument Segmentation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Autoregressive Omni-Aware Outpainting for Open-Vocabulary 360-Degree Image Generation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Terrain Diffusion Network: Climatic-Aware Terrain Generation with Geological Sketch Guidance.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Federated Unsupervised Cluster-Contrastive learning for person Re-identification: A coarse-to-fine approach.
Comput. Vis. Image Underst., December, 2023

Multi-Level Adversarial Spatio-Temporal Learning for Footstep Pressure Based FoG Detection.
IEEE J. Biomed. Health Informatics, August, 2023

Graph Fusion Network-Based Multimodal Learning for Freezing of Gait Detection.
IEEE Trans. Neural Networks Learn. Syst., March, 2023

Region Assisted Sketch Colorization.
IEEE Trans. Image Process., 2023

Part to Whole: Collaborative Prompting for Surgical Instrument Segmentation.
CoRR, 2023

Bridging the Gap: Fine-to-Coarse Sketch Interpolation Network for High-Quality Animation Sketch Inbetweening.
CoRR, 2023

Robust Knowledge Adaptation for Federated Unsupervised Person ReID.
CoRR, 2023

TopicCAT: Unsupervised Topic-Guided Co-Attention Transformer for Extreme Multimodal Summarisation.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Robust Audio Anti-Spoofing with Fusion-Reconstruction Learning on Multi-Order Spectrograms.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Material-Aware Self-Supervised Network for Dynamic 3D Garment Simulation.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Self-Supervised Multimodal Fusion Network for Knee Osteoarthritis Severity Grading.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

Continuous Intermediate Token Learning with Implicit Motion Manifold for Keyframe Based Motion Interpolation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Multi-Scale Control Signal-Aware Transformer for Motion Synthesis without Phase.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Adversarial Evolving Neural Network for Longitudinal Knee Osteoarthritis Prediction.
IEEE Trans. Medical Imaging, 2022

TLDW: Extreme Multimodal Summarisation of News Videos.
CoRR, 2022

Sign Language Translation with Hierarchical Spatio-Temporal Graph Neural Network.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

OTExtSum: Extractive Text Summarisation with Optimal Transport.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

2021
Sign Language Translation with Hierarchical Spatio-TemporalGraph Neural Network.
CoRR, 2021

Deep Learning Techniques for In-Crop Weed Identification: A Review.
CoRR, 2021

Keyframe Extraction from Motion Capture Sequences with Graph based Deep Reinforcement Learning.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Topic-Guided Local-Global Graph Neural Network For Image Captioning.
Proceedings of the 2021 IEEE International Conference on Multimedia & Expo Workshops, 2021

2020
Vision-Based Freezing of Gait Detection With Anatomic Directed Graph Representation.
IEEE J. Biomed. Health Informatics, 2020

Graph Sequence Recurrent Neural Network for Vision-Based Freezing of Gait Detection.
IEEE Trans. Image Process., 2020

Graph weeds net: A graph-based deep learning method for weed recognition.
Comput. Electron. Agric., 2020

Speaker-Aware Monaural Speech Separation.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

2018
Vision-Based Freezing of Gait Detection with Anatomic Patch Based Representation.
Proceedings of the Computer Vision - ACCV 2018, 2018


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