Journal Articles
Shi, H,
Shi, X, Dogan, S (2025)
MSFPLC: Trend-aware multiscale stack fusion Packet Loss Concealment for linear prediction-based speech codecs,
IEEE Transactions on Audio, Speech and Language Processing, ISSN: 1063-6676.
Gabayre, S, Illeperuma, M, De-Silva, V,
Shi, X, Saveliev, S (2025)
Advancements in neuromorphic computing for bio-inspired artificial vision: A review,
Neurocomputing, 653(2025), 131221, ISSN: 0925-2312. DOI:
10.1016/j.neucom.2025.131221.
Hong, YA,
Shi, X, Dogan, S (2025)
A systematic review of virtual reality technology and human memory augmentation,
International Journal of Human–Computer Interaction, pp.1-41, ISSN: 1044-7318. DOI:
10.1080/10447318.2025.2530080.
Haron, A, Li, L, Shuang, J, Lin, C, Mansoubi, M,
Shi, X, Horn, D, Reeves, N, Bowling, F, Bradbury, K, Eccles, A, Dogan, S, Dawes, H, Cooper, G, Weightman, A (2025)
In-shoe plantar temperature, normal and shear stress relationships during gait and rest periods for people living with and without diabetes,
Scientific Reports, 15(1), 8804, ISSN: 2045-2322. DOI:
10.1038/s41598-025-91934-9.
Chen, Y,
Shi, X, De-Silva, V, Dogan, S (2024)
Steady-state visual evoked potential-based brain–computer interface system for enhanced human activity monitoring and assessment,
Sensors, 24(21), 7084, DOI:
10.3390/s24217084.
Artaud, C, De-Silva, V, Pina, R,
Shi, X (2024)
Generating neural architectures from parameter spaces for multi-agent reinforcement learning,
Pattern Recognition Letters, ISSN: 0167-8655. DOI:
10.1016/j.patrec.2024.07.013.
Shi, H,
Shi, X, Dogan, S (2024)
Speech inpainting based on multi-layer long short-term memory networks,
Future Internet, 16(2), 63, DOI:
10.3390/fi16020063.
Tibebu, H, De-Silva, V, Artaud, C, Moreira-Pina, R,
Shi, X (2022)
Towards interpretable camera and LiDAR data fusion for autonomous ground vehicles localisation,
Sensors, 22(20), 8021, DOI:
10.3390/s22208021.
Alsaghir, E,
Shi, X, De-Silva, V, Kondoz, A (2022)
Understanding dilated mathematical relationship between image features and the convolutional neural network’s learnt parameters,
Entropy, 24(1), 132, DOI:
10.3390/e24010132.
Shi, X, De-Silva, V, Aslan, Y, Ekmekcioglu, E, Kondoz, A (2021)
Evaluating the learning procedure of CNNs through a sequence of prognostic tests utilising information theoretical measures,
Entropy, 24(1), 67, DOI:
10.3390/e24010067.
Rahulamathavan, Y, Dogan, S,
Shi, X, Lu, R, Rajarajan, M, Kondoz, A (2020)
Scalar product lattice computation for efficient privacy-preserving systems,
IEEE Internet of Things Journal, 8(3), pp.1417-1427, ISSN: 2327-4662. DOI:
10.1109/JIOT.2020.3014686.
Riaz, A,
Shi, X, Kondoz, A (2020)
Adaptive Blind Moving Source Separation Based on Intensity Vector Statistics,
Speech Communication, ISSN: 0167-6393. DOI:
10.1016/j.specom.2019.08.001.
Inder, K, De-Silva, V,
Shi, X (2019)
Learning control policies of driverless vehicles from UAV video streams in complex urban environments,
Remote Sensing, 11(23), 2723, ISSN: 2072-4292. DOI:
10.3390/rs11232723.
Elfitri, I,
Shi, X, Kondoz, A (2014)
Analysis by synthesis spatial audio coding,
IET Signal Processing, 8(1), pp.30-38, ISSN: 1751-9675. DOI:
10.1049/iet-spr.2013.0015.
Conferences
Artaud, C, Pina, R, De-Silva, V,
Shi, X (2025)
Investigating transferability in multi-agent reinforcement learning. In
2025 IEEE 49th Annual Computers, Software, and Applications Conference (COMPSAC); 2025 IEEE 49th Annual Computers, Software, and Applications Conference (COMPSAC), Toronto, ON, Canada, pp.1583-1588, ISBN: 9798331574345. DOI:
10.1109/compsac65507.2025.00212.
Gabayre, S, De-Silva, V,
Shi, X (2025)
Efficient speech denoising via frequency-domain reservoir computing. In
2025 25th International Conference on Digital Signal Processing; 2025 25th International Conference on Digital Signal Processing (DSP), Pylos, Greece,ISBN: 9798331512132. DOI:
10.1109/DSP65409.2025.11075216.
Farooq, M, De-Silva, V, Rahulamathavan, Y,
Shi, X (2025)
Sentiment steering in large language models via activation vector manipulation. In
2025 25th International Conference on Digital Signal Processing; 2025 25th International Conference on Digital Signal Processing, Costa Navarino, Messinia, Greece,ISBN: 9798331512132. DOI:
10.1109/DSP65409.2025.11075111.
Farooq, M, De Silva, V, Rahulamathavan, R,
Shi, X (2025) Sentiment Steering in Large Language Models Via
Activation Vector Manipulation. In
2025 25th International Conference on Digital Signal Processing, Costa Navarino, Messinia, Greece.
Shi, H,
Shi, X, Dogan, S, Alzubi, S, Huang, T, Zhang, Y (2025)
Benchmarking Audio Deepfake Detection robustness in real-world communication scenarios. In
33rd European Signal Processing Conference (EUSIPCO 2025), Palermo, Italy.
Farooq, M, De-Silva, V,
Shi, X (2024)
An attention-based ensemble model for emotion recognition in conversation. In
IEEE ICPRS 2024 - 14th International Conference on Pattern Recognition Systems; 2024 14th International Conference on Pattern Recognition Systems (ICPRS), London, UK,ISBN: 9798350375657. DOI:
10.1109/ICPRS62101.2024.10677839.
Mu, Z,
Shi, X, Dogan, S (2024)
Information system security reinforcement with WGAN-GP for detection of zero-day attacks. In
2024 7th International Conference on Artificial Intelligence and Big Data (ICAIBD), Chengdu, China,ISBN: 9798350385106. DOI:
10.1109/ICAIBD62003.2024.10604482.
Chen, Y,
Shi, X, De-Silva, V (2024)
Intelligent Autonomous Driving Assistance system based on Brain Computer Interface. In
International Conference on Global Aeronautical Engineering and Satellite Technology 2024 (GAST'24); 2024 International Conference on Global Aeronautical Engineering and Satellite Technology (GAST), Marrakesh, Morocco,ISBN: 9798350371598. DOI:
10.1109/GAST60528.2024.10520784.
Ogundipe, MF and
Shi, X (2024)
Detecting cyber threats and enhancing security in IOT devices: A federated learning approach. In
International Conference on Global Aeronautical Engineering and Satellite Technology 2024 (GAST'24); 2024 International Conference on Global Aeronautical Engineering and Satellite Technology (GAST), Marrakesh, Morocco,ISBN: 9798350371598. DOI:
10.1109/GAST60528.2024.10520759.
Artaud, C, Moreira-Pina, R,
Shi, X, De-Silva, V (2023)
Policy generation from latent embeddings for reinforcement learning. In Bennour, A, Bouridane, A, Chaari, L (ed)
The International Conference on Intelligent Systems & Pattern Recognition; Intelligent Systems and Pattern Recognition, Hammamet, Tunisia,ISBN: 9783031463372. DOI:
10.1007/978-3-031-46338-9_12.
Alsaghir, E,
Shi, X, De-Silva, V (2023)
A model selection algorithm for complex CNN systems based on feature-weights relation. In
2023 IEEE IAS Global Conference on Emerging Technologies; 2023 IEEE IAS Global Conference on Emerging Technologies (GlobConET), London, UK,ISBN: 9798350331790. DOI:
10.1109/GlobConET56651.2023.10150024.
Farooq, M, De-Silva, V, Tibebu, H,
Shi, X (2023)
Conversational emotion detection and elicitation: a preliminary study. In
2023 IEEE IAS Global Conference on Emerging Technologies (GlobConET); 2023 IEEE IAS Global Conference on Emerging Technologies (GlobConET), London, United Kingdom,ISBN: 9798350331790. DOI:
10.1109/GlobConET56651.2023.10149922.
Gabayre, S,
Shi, X, Dogan, S, Rahulamathavan, Y, Weightman, A, Cooper, G (2023)
ConTraGAN - A conditional transformer-based generative adversarial network for zero-day network attack analysis and detection. In Yurish, SY (ed)
5th International Conference on Advances in Signal Processing and Artificial Intelligence (ASPAI 2023); Proceedings of the 5th International Conference on Advances in Signal Processing and Artificial Intelligence, Tenerife (Canary Islands), Spain, pp.64-69, ISBN: 9788409485611.
De Silva, V, Roche, J,
Shi, X, Kondoz, A (2018)
IoT driven ambient intelligence architecture for indoor intelligent mobility. In
The 3rd IEEE Cyber Science and Technology Congress, Athens, Greece,ISBN: 9781538675182. DOI:
10.1109/DASC/PiCom/DataCom/CyberSciTec.2018.00090.
Lim, H, Kim, C, Ekmekcioglu, E, Dogan, S, Hill, AP, Kondoz, A,
Shi, X (2014)
An approach to immersive audio rendering with wave field synthesis for 3D multimedia content. In
IEEE International Conference on Image Processing (ICIP), Paris, France, pp.76-80, ISBN: 9781479957514. DOI:
10.1109/ICIP.2014.7025014.
De Silva, V,
Shi, X, Evans, B, Trufero, JP, Peters, G (2013) Designing a QoE aware intelligent home gateway for future smart homes. In
, 2013 Future Network and Mobile Summit Futurenetworksummit 2013.
Chungeun Kim, Kondoz, A, Xiyu Shi, (2013)
Investigation into spatial audio quality of experience in the presence of accompanying video cues with spatial mismatch. In
2013 IEEE Globecom Workshops (GC Wkshps), pp.1192-1197, DOI:
10.1109/glocomw.2013.6825155.
De Silva, V, Ekmekcioglu, E, Dogan, S, Kondoz, A, Akman, A, Blanco, FP, Politis, I, Marques, H,
Shi, X (2013)
Immersive 3D media delivery for collaborating users over multiple networks. In
Digital Signal Processing (DSP), 2013 18th International Conference on, pp.1-7, ISBN: 9781467358071. DOI:
10.1109/ICDSP.2013.6622761.
