Haimin Zhang

Orcid: 0000-0002-0021-3634

Affiliations:
  • University of Technology Sydney, School of Electrical and Data Engineering, Australia (PhD 2019)


According to our database1, Haimin Zhang authored at least 35 papers between 2016 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2025
Passive Human Tracking With WiFi Point Clouds.
IEEE Internet Things J., March, 2025

Mitigating Knowledge Discrepancies among Multiple Datasets for Task-agnostic Unified Face Alignment.
CoRR, March, 2025

Genetic-Evolutionary Graph Neural Networks: A Paradigm for Improved Graph Representation Learning.
Trans. Mach. Learn. Res., 2025

2024
Unsupervised Part Discovery via Dual Representation Alignment.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Learning Graph Representations Through Learning and Propagating Edge Features.
IEEE Trans. Neural Networks Learn. Syst., June, 2024

Vital Sign Monitoring in Dynamic Environment via mmWave Radar and Camera Fusion.
IEEE Trans. Mob. Comput., May, 2024

SSFG: Stochastically Scaling Features and Gradients for Regularizing Graph Convolutional Networks.
IEEE Trans. Neural Networks Learn. Syst., February, 2024

Towards High-Quality Photorealistic Image Style Transfer.
IEEE Trans. Multim., 2024

Center-bridged Interaction Fusion for hyperspectral and LiDAR classification.
Neurocomputing, 2024

Beyond KAN: Introducing KarSein for Adaptive High-Order Feature Interaction Modeling in CTR Prediction.
CoRR, 2024

Differential Encoding for Improved Representation Learning over Graphs.
CoRR, 2024

ERAGent: Enhancing Retrieval-Augmented Language Models with Improved Accuracy, Efficiency, and Personalization.
CoRR, 2024

Conditional Local Feature Encoding for Graph Neural Networks.
CoRR, 2024

Neighbour-level Message Interaction Encoding for Improved Representation Learning on Graphs.
CoRR, 2024

RandAlign: A Parameter-Free Method for Regularizing Graph Convolutional Networks.
CoRR, 2024

A Learnable Agent Collaboration Network Framework for Personalized Multimodal AI Search Engine.
Proceedings of the 2nd International Workshop on Deep Multimodal Generation and Retrieval, 2024

Enhancing Retrieval and Managing Retrieval: A Four-Module Synergy for Improved Quality and Efficiency in RAG Systems.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023
Robust Face Alignment via Inherent Relation Learning and Uncertainty Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Recognition of Emotions in User-Generated Videos through Frame-Level Adaptation and Emotion Intensity Learning.
IEEE Trans. Multim., 2023

Multiscale Emotion Representation Learning for Affective Image Recognition.
IEEE Trans. Multim., 2023

Multimodal Hyperspectral Image Classification via Interconnected Fusion.
CoRR, 2023

2022
An efficient multitask neural network for face alignment, head pose estimation and face tracking.
Expert Syst. Appl., 2022

2021
Weakly Supervised Emotion Intensity Prediction for Recomi/tmi40.htmlgnition of Emotions in Images.
IEEE Trans. Multim., 2021

Graph neural networks with multiple kernel ensemble attention.
Knowl. Based Syst., 2021

GEME: Dual-stream multi-task GEnder-based micro-expression recognition.
Neurocomputing, 2021

SSFG: Stochastically Scaling Features and Gradients for Regularizing Graph Convolution Networks.
CoRR, 2021

2020
Improving the generalization performance of deep networks by dual pattern learning with adversarial adaptation.
Knowl. Based Syst., 2020

2019
Multi-level region-based Convolutional Neural Network for image emotion classification.
Neurocomputing, 2019

Improving Micro-expression Recognition Accuracy Using Twofold Feature Extraction.
Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

2018
Recognition of Emotions in User-Generated Videos With Kernelized Features.
IEEE Trans. Multim., 2018

Dual Pattern Learning Networks by Empirical Dual Prediction Risk Minimization.
CoRR, 2018

LSTM-based Flight Trajectory Prediction.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2016
Modelling Temporal Information Using Discrete Fourier Transform for Video Classification.
CoRR, 2016

Modelling Temporal Information Using Discrete Fourier Transform for Recognizing Emotions in User-generated Videos.
CoRR, 2016

Modeling temporal information using discrete fourier transform for recognizing emotions in user-generated videos.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016


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