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Number of items: 37.

2026

Xue, Shaoying, Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951, Li, Xiaoxu, Cao, Jie and Ma, Zhanyu(2026)Attention-enhanced cross-modality alignment for adapting vision-language models. Machine Learning, 115, 33. (doi: 10.1007/s10994-025-06952-5)

Liu, Chang, Ma, Xin, Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951, Zhang, Yuxiang and Dong, Yanni(2026)COMO: Cross-mamba interaction and offset-guided fusion for multimodal object detection. Information Fusion, 125, 103414. (doi: 10.1016/j.inffus.2025.103414)

Zhang, Zhimin, Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951, Li, Xiaoxu, Ma, Zhanyu and Xue, Jing-Hao(2026)Class-aware cross-attention helps prompt learning with limited samples. IEEE Transactions on Multimedia, (Accepted for Publication)

2025

Li, Xiaoxu, Xue, Shaoying, Xie, Jiyang, Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951, Ma, Zhanyu and Xue, Jing-Hao(2025)Interactive triplet attention for few-shot fine-grained image classification. Neurocomputing, 655, 131377. (doi: 10.1016/j.neucom.2025.131377)

Cheng, Fangqi, Ray, Surajit ORCID logoORCID: https://orcid.org/0000-0003-3965-8136 and Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951(2025)Data-Efficient Fine-Tuning of Vision-Language Models for Diagnosis of Alzheimer’s Disease. In: 6th International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2025), London, UK, 19-21 November 2025, (Accepted for Publication)

Zhang, Xuan, Chin, Sinchee, Xue, Jing-Hao, Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951 and Yang, Wenming(2025)DARL: Mitigating Gradient Conflicts in Long-Tailed Out-of-Distribution Learning. In: 33rd ACM International Conference on Multimedia, Dublin, Ireland, 27-31 October 2025, pp. 6868-6877. ISBN 9798400720352(doi: 10.1145/3746027.3755127)

Li, Qizhang, Guo, Yiwen, Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951, Zuo, Wangmeng and Chen, Hao(2025)Improving transferability of adversarial examples via Bayesian attacks. IEEE Transactions on Circuits and Systems for Video Technology, (doi: 10.1109/TCSVT.2025.3609284) (Early Online Publication)

Wang, Xiaoke, Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951, Zhu, Rui and Xue, Jing-Hao(2025)PUAL: a classifier on trifurcate positive-unlabelled data. Neurocomputing, 637, 130080. (doi: 10.1016/j.neucom.2025.130080)

Li, Xiaoxu, Ding, Shuo, Xie, Jiyang, Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951, Ma, Zhanyu and Xue, Jing-Hao(2025)CDN4: A cross-view Deep Nearest Neighbor Neural Network for fine-grained few-shot classification. Pattern Recognition, 163, 111466. (doi: 10.1016/j.patcog.2025.111466)

Colombo, Pietro, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951, O'Donnell, Ruth ORCID logoORCID: https://orcid.org/0000-0002-3538-7511 and Maranzano, Paolo(2025)Warped multifidelity Gaussian processes for data fusion of skewed environmental data. Journal of the Royal Statistical Society: Series C (Applied Statistics), 74(3), pp. 844-865. (doi: 10.1093/jrsssc/qlaf003)

Dong, Yanni, Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951 and Du, Qian (Eds.) (2025)Artificial Intelligence-Driven Methods for Remote Sensing Target and Object Detection II. MDPI. ISBN 9783725836055

Dong, Yanni, Zhu, Bei, Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951 and Ma, Xin(2025)Deep metric learning based on Brownian covariance representation for few-shot hyperspectral image classification. IEEE Transactions on Geoscience and Remote Sensing, (doi: 10.1109/TGRS.2025.3549633) (Early Online Publication)

Wang, C. et al. (2025)Denoising reuse: exploiting inter-frame motion consistency for efficient video generation. IEEE Transactions on Circuits and Systems for Video Technology, (doi: 10.1109/TCSVT.2025.3548728) (Early Online Publication)

Dong, Yanni, Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951 and Du, Qian (Eds.) (2025)Artificial Intelligence-Driven Methods for Remote Sensing Target and Object Detection. MDPI. ISBN 9783725832316

Dong, Yanni, Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951 and Du, Qian (Eds.) (2025)Artificial Intelligence-Driven Methods for Remote Sensing Target and Object Detection II. Remote Sensing. 17(3) [Edited Journal]

2024

Dong, F. et al. (2024)Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge. In: 38th Annual Conference on Neural Information Processing Systems (NeurIPS 2024), Vancouver, Canada, 9-15 December 2024, ISBN 9798331314385

Li, Xiaoxu, Li, Zhen, Xie, Jiyang, Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951, Xue, Jing-Hao and Ma, Zhanyu(2024)Self-reconstruction network for fine-grained few-shot classification. Pattern Recognition, 153, 110485. (doi: 10.1016/j.patcog.2024.110485)

Di Campli San Vito, P. et al. (2024)RadioMe: Adaptive Radio with Music Intervention and Reminder System for People with Dementia in Their Own Home. In: Augmented Humans 2024, Melbourne, Australia, 4-6 April 2024, ISBN 9798400709807(doi: 10.1145/3652920.3653055)

Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951, Guo, Yiwen, Dong, Mingzhi and Xue, Jing-Hao(2024)Towards certified robustness of distance metric learning. IEEE Transactions on Neural Networks and Learning Systems, 35(3), pp. 3834-3844. (doi: 10.1109/TNNLS.2022.3199902) (PMID:36112549)

Dong, Yanni, Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951 and Du, Qian (Eds.) (2024)Artificial Intelligence-Driven Methods for Remote Sensing Target and Object Detection. Remote Sensing. [Edited Journal]

2023

Cheng, Fangqi and Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951(2023)Self-Supervised Cross-Encoder for Diagnosis of Alzheimer's Disease. 37th annual conference on Neural Information Processing Systems, New Orleans, Louisiana, USA, 10-16 Dec 2023. (Accepted for Publication)

Di Campli San Vito, Patrizia ORCID logoORCID: https://orcid.org/0000-0002-2499-8464, Shakeri, Gözel, Ross, James, Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951 and Brewster, Stephen ORCID logoORCID: https://orcid.org/0000-0001-9720-3899(2023)Development of a Real-Time Stress Detection System for Older Adults with Heart Rate Data. In: 16th International Conference on PErvasive Technologies Related to Assistive Environments (PETRA '23), Corfu, Greece, 5-7 Jul 2023, ISBN 9798400700699(doi: 10.1145/3594806.3594817)

Colombo, Pietro, Miller, Claire ORCID logoORCID: https://orcid.org/0000-0002-1857-4454, O'Donnell, Ruth ORCID logoORCID: https://orcid.org/0000-0002-3538-7511 and Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951(2023)A Multifidelity Framework for Wind Speed Data. In: 37th International Workshop on Statistical Modelling (IWSM), Dortmund, Germany, 16-21 Jul 2023, ISBN 9783947323425

Di Campli San Vito, P. et al. (2023)RadioMe: Adaptive Radio to Support People with Mild Dementia in Their Own Home. In: Second International Conference on Hybrid Human-Artificial Intelligence (HHAI 2023), Munich, Germany, 26-30 June 2023, pp. 413-415. ISBN 9781643683942(doi: 10.3233/FAIA230114)

Li, Xiaoxu, Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951, Ma, Zhanyu and Xue, Jing-Hao(2023)Deep metric learning for few-shot image classification: a review of recent developments. Pattern Recognition, 138, 109381. (doi: 10.1016/j.patcog.2023.109381)

Chen, Y. et al. (2023)Over-parameterized Model Optimization with Polyak-Łojasiewicz Condition. In: 11th International Conference on Learning Representations (ICLR 2023), Kigali, Rwanda, 1-5 May 2023,

Shi, Y. et al. (2023)Train Faster, Perform Better: Modular Adaptive Training in Over-Parameterized Models. In: 37th Annual Conference on Neural Information Processing Systems (NeurIPS 2023), New Orleans, Louisiana, USA, 10-16 Dec 2023,

2022

Li, Zhen, Wang, Lang, Ding, Shuo, Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951 and Li, Xiaoxu(2022)Few-Shot Classification With Feature Reconstruction Bias. In: 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Chiang Mai, Thailand, 7-10 November 2022, pp. 526-532. ISBN 9781665486620(doi: 10.23919/APSIPAASC55919.2022.9980086)

Song, Qi, Peng, Zebin, Ji, Luchen, Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951 and Li, Xiaoxu(2022)Dual Prototypical Network for Robust Few-shot Image Classification. In: 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Chiang Mai, Thailand, 7-10 November 2022, pp. 533-537. ISBN 9781665486620(doi: 10.23919/APSIPAASC55919.2022.9979898)

Lu, Yutian, Wang, Bo, Zhao, Yingying, Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951, Li, Lizhe, Dong, Mingzhi, Lv, Qin, Zhou, Fujian, Gu, Ning and Shang, Li(2022)Physics-informed surrogate modeling for hydro-fracture geometry prediction based on deep learning. Energy, 253, 124139. (doi: 10.1016/j.energy.2022.124139)

2021

Li, Xiaoxu, Yu, Liyun, Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951, Ma, Zhanyu, Xue, Jing-Hao, Cao, Jie and Guo, Jun(2021)ReMarNet: conjoint relation and margin learning for small-sample image classification. IEEE Transactions on Circuits and Systems for Video Technology, 31(4), pp. 1569-1579. (doi: 10.1109/TCSVT.2020.3005807)

Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951, Dong, Mingzhi, Guo, Yiwen and Xue, Jing-Hao(2021)Metric Learning for Categorical and Ambiguous Features: An Adversarial Approach. In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2020), 14-18 Sep 2020, pp. 223-238. ISBN 9783030676605(doi: 10.1007/978-3-030-67661-2_14)

2020

Li, Xiaoxu, Yan, Jintao, Wu, Jijie, Liu, Yuxin, Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951 and Ma, Zhanyu(2020)Anti-Noise Relation Network for Few-shot Learning. In: 2020 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Auckland, New Zealand, 07-10 Dec 2020, pp. 1719-1724. ISBN 9789881476883

Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951, Dong, Mingzhi, Wang, Ziyu, Gao, Lianru, Zhang, Lefei and Xue, Jing-Hao(2020)Data-augmented matched subspace detector for hyperspectral subpixel target detection. Pattern Recognition, 106, 107464. (doi: 10.1016/j.patcog.2020.107464)

Dong, Mingzhi, Wang, Yujiang, Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951 and Xue, Jing-Hao(2020)Learning local metrics and influential regions for classification. IEEE Transactions on Pattern Analysis and Machine Intelligence, 42(6), pp. 1522-1529. (doi: 10.1109/TPAMI.2019.2914899)

Dong, Mingzhi, Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951, Zhu, Rui, Wang, Yujiang and Xue, Jing-Hao(2020)Generalization Bound of Gradient Descent for Non-Convex Metric Learning. In: 34th Conference on Neural Information Processing Systems (NeurIPS 2020), 06-12 Dec 2020,

2019

Yang, Xiaochen ORCID logoORCID: https://orcid.org/0000-0002-9299-5951, Zhang, Lefei, Gao, Lianru and Xue, Jing-Hao(2019)MSDH: matched subspace detector with heterogeneous noise. Pattern Recognition Letters, 125, pp. 701-707. (doi: 10.1016/j.patrec.2019.07.014)

This list was generated on Tue Feb 17 02:20:38 2026 GMT.