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Li Zhang

University of London

Senate House

Malet Street

London, WC1E 7HU

United Kingdom

SCHOLARLY PAPERS

5

DOWNLOADS

205

TOTAL CITATIONS

0

Scholarly Papers (5)

1.

Deep Learning-Based Emotion Recognition using Facial Expressions and Physiological Signals: A Review

Number of pages: 41 Posted: 27 Sep 2025
affiliation not provided to SSRN, Deakin University, affiliation not provided to SSRN, Sohar University, affiliation not provided to SSRN, affiliation not provided to SSRN, University of London, affiliation not provided to SSRN, Deakin University, Swinburne University of Technology and Deakin University
Downloads 101 (730,864)

Abstract:

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deep learning- emotion recognition - physiological signals-emotion induction dataset - emotion stimuli - facial expressions

MEG(FE)1: A First-Generation Mixed Emotion Synthetic Dataset Generation using a Controlled Image Fusion Model and Detection using DNN

Number of pages: 41 Posted: 17 Oct 2025
Northumbria University, Northumbria University, Northumbria University, University of London and Northumbria University
Downloads 22 (1,473,203)

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Keywords: Facial Emotion Recognition (FER), Mixed Emotion Recognition, MixedEmotion Dataset Benchmarking, Image Fusion Techniques, Deep Neural Networks (DNN), Attention Mechanism, Feature Extraction and Fusion

MEG(FE)1: A First-Generation Mixed Emotion Synthetic Dataset Generation using a Controlled Image Fusion Model and Detection using DNN

Number of pages: 41 Posted: 05 Nov 2025
Northumbria University, Northumbria University, Northumbria University, University of London and Northumbria University
Downloads 21 (1,500,232)

Abstract:

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Keywords: Facial Emotion Recognition (FER), Mixed Emotion Recognition, MixedEmotion Dataset Benchmarking, Image Fusion Techniques, Deep Neural Networks (DNN), Attention Mechanism, Feature Extraction and Fusion

3.

TSD-Rec: Metric Semantic Noise Enhanced Diffusion Based Contrastive Learning with Topology Prior for Multi-Behavior Recommendation

Number of pages: 46 Posted: 09 Feb 2026
Hubei University of Technology, Hubei University of Technology, Nanjing University of Posts and Telecommunications, Hubei University of Technology, University of London and Hubei University of Technology
Downloads 24 (1,411,822)

Abstract:

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Multi-behavior recommendation Diffusion model Contrastive learning Topology-aware Graph neural networks

4.

SLAM System Front-end Framework Based on Edge-enhanced Feature Extraction and Matching for Autonomous Underwater Vehicle

Number of pages: 15 Posted: 28 Jan 2026
Hohai University, Hohai University, University of London and Hohai University
Downloads 23 (1,436,435)

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Feature extraction, Front-end of SLAM, Feature matching, Stereo-inertial sensors, Multi-modal feature fusion

5.

Sparse Neural Circuit Policies for Underwater Vehicle Trajectory Tracking in Complex Environments

Number of pages: 37 Posted: 29 May 2026
Hohai University, Hohai University, University of London and Hohai University
Downloads 14 (1,541,665)

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