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Employment (1)

Lancaster University: N/A, GB

Employment
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Lancaster University - Pure

Education and qualifications (2)

Newcastle University: Newcastle upon Tyne, GB

2018-11-30 to 2023-02-28 | Doctor of Philosophy (School of Engineering)
Education
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Yi Li

Newcastle University: Newcastle upon Tyne, GB

2017-09-24 to 2018-08-19 | Master of Science (School of Engineering)
Education
Source: Self-asserted source
Yi Li

Works (17)

Self-supervised Representation Learning for Adversarial Attack Detection

2025 | Book chapter
DOI: 10.1007/978-3-031-73027-6_14
Contributors: Yi Li; Plamen Angelov; Neeraj Suri
Source: check_circle
Crossref

Adversarial Attack Detection via Fuzzy Predictions

IEEE Transactions on Fuzzy Systems
2024 | Journal article
DOI: 10.1109/TFUZZ.2024.3473768
Contributors: Yi Li; Plamen Angelov; Neeraj Suri
Source: check_circle
Crossref

CrossViewDiff: A Cross-View Diffusion Model for Satellite-to-Ground Image Synthesis

2024 | Book chapter
DOI: 10.1007/978-3-031-72338-4_20
Contributors: Yuankun Chen; Dazhong Rong; Yi Li
Source: check_circle
Crossref

Federated Adversarial Learning for Robust Autonomous Landing Runway Detection

Lecture Notes in Computer Science
2024 | Book chapter
DOI: 10.1007/978-3-031-72347-6_11
Part of ISBN: 9783031723469
Part of ISBN: 9783031723476
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Yi Li; Plamen Angelov; Zhengxin Yu; Alvaro Lopez Pellicer; Neeraj Suri
Source: Self-asserted source
Yi Li

Rethinking Self-supervised Learning for Cross-domain Adversarial Sample Recovery

2024 International Joint Conference on Neural Networks (IJCNN)
2024-06-30 | Conference paper
DOI: 10.1109/ijcnn60899.2024.10650687
Contributors: Yi Li; Plamen Angelov; Neeraj Suri
Source: Self-asserted source
Yi Li

UNICAD: A Unified Approach for Attack Detection, Noise Reduction and Novel Class Identification

2024 International Joint Conference on Neural Networks (IJCNN)
2024-06-30 | Conference paper
DOI: 10.1109/ijcnn60899.2024.10651159
Contributors: Alvaro Lopez Pellicer; Kittipos Giatgong; Yi Li; Neeraj Suri; Plamen Angelov
Source: Self-asserted source
Yi Li

PUDD: Towards Robust Multi-modal Prototype-based Deepfake Detection

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
2024-06-21 | Conference paper
DOI: 10.48550/ARXIV.2406.15921
Contributors: Alvaro Lopez Pellcier; Yi Li; Plamen Angelov
Source: Self-asserted source
Yi Li

U-Shaped Transformer With Frequency-Band Aware Attention for Speech Enhancement

IEEE/ACM Transactions on Audio, Speech, and Language Processing
2023 | Journal article
DOI: 10.1109/TASLP.2023.3265839
Contributors: Yi Li; Yang Sun; Wenwu Wang; Syed Mohsen Naqvi
Source: check_circle
Crossref

Fuzzy Detectors Against Adversarial Attacks

2023 IEEE Symposium Series on Computational Intelligence (SSCI)
2023-12-05 | Conference poster
DOI: 10.1109/ssci52147.2023.10372061
Contributors: Yi Li; Plamen Angelov; Neeraj Suri
Source: Self-asserted source
Yi Li

Joint Learning with Shared Latent Space for Self-Supervised Monaural Speech Enhancement

2023 Sensor Signal Processing for Defence Conference (SSPD)
2023-09 | Conference paper
DOI: 10.1109/sspd57945.2023.10257034
Contributors: Yi Li; Yang Sun; Wenwu Wang; Syed Mohsen Naqvi
Source: Self-asserted source
Yi Li

Domain Generalization and Feature Fusion for Cross-domain Imperceptible Adversarial Attack Detection

2023 International Joint Conference on Neural Networks (IJCNN)
2023-06-18 | Conference paper
DOI: 10.1109/ijcnn54540.2023.10191267
Contributors: Yi Li; Plamen Angelov; Neeraj Suri
Source: Self-asserted source
Yi Li

Self-Supervised Learning and Multi-Task Pre-Training Based Single-Channel Acoustic Denoising

2022 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI)
2022-09-20 | Conference paper
DOI: 10.1109/mfi55806.2022.9913855
Contributors: Yi Li; Yang Sun; Syed Mohsen Naqvi
Source: Self-asserted source
Yi Li

Domain Adaptation and Autoencoder-Based Unsupervised Speech Enhancement

IEEE Transactions on Artificial Intelligence
2022-02 | Journal article
DOI: 10.1109/TAI.2021.3119927
Contributors: Yi Li; Yang Sun; Kirill Horoshenkov; Syed Mohsen Naqvi
Source: check_circle
Crossref

Single‐channel dereverberation and denoising based on lower band trained SA‐LSTMs

IET Signal Processing
2020-12 | Journal article
DOI: 10.1049/iet-spr.2020.0134
Part of ISSN: 1751-9675
Part of ISSN: 1751-9683
Contributors: Yi Li; Yang Sun; Syed Mohsen Naqvi
Source: Self-asserted source
Yi Li

PSD and Signal Approximation-LSTM Based Speech Enhancement

2019 13th International Conference on Signal Processing and Communication Systems (ICSPCS)
2019-12 | Conference paper
DOI: 10.1109/icspcs47537.2019.9008731
Contributors: Yi Li; Yang Sun; Syed Mohsen Naqvi
Source: Self-asserted source
Yi Li

Monaural Source Separation Based on Sequentially Trained LSTMs in Real Room Environments

2019 27th European Signal Processing Conference (EUSIPCO)
2019-09 | Conference paper
DOI: 10.23919/eusipco.2019.8902640
Contributors: Yi Li; Yang Sun; Syed Mohsen Naqvi
Source: Self-asserted source
Yi Li

Sequentially Trained DNNs Based Monaural Source Separation in Real Room Environments

2019 Sensor Signal Processing for Defence Conference (SSPD)
2019-05 | Conference paper
DOI: 10.1109/sspd.2019.8751658
Contributors: Yi Li; Yang Sun; Syed Mohsen Naqvi
Source: Self-asserted source
Yi Li
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