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2026 Journal Article On learning denoisable student logitsChen, Diqi, Li, Yang, Liu, Jiajun, Kusy, Brano, Zhou, Jun and Gao, Yongsheng (2026). On learning denoisable student logits. Pattern Recognition, 179 113684, 113684-179. doi: 10.1016/j.patcog.2026.113684 |
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2026 Journal Article Video-Seer: a hierarchical scene selection and multi-view analysis approach for zero-shot video question answeringHuang, Chenglei, Zhu, Jia, Li, Zilong, Guo, Hanghui, Liu, Jiajun, De Meo, Pasquale and Shi, Weijie (2026). Video-Seer: a hierarchical scene selection and multi-view analysis approach for zero-shot video question answering. IEEE Transactions on Multimedia. doi: 10.1109/TMM.2026.3673555 |
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2026 Journal Article Seagrass species classification using random forest and U-Net models on multiple satellite images taken at various times and placesThammasanya, Thunchanok, Chotikarn, Ponlachart, Liu, Jiajun, Kaewthongrach, Rungnapa, Moukomla, Sitthisak, Pongpiachan, Siwatt, Aobpaet, Anuphao, Vannametee, Ekkamol, Niammuad, Damrongrit, Charuchittipan, Doojdao, Choomkong, Apichat, Chidburee, Polpreecha, Chanket, Urawan, Bamroongrugsa, Noparat, Somboonsuke, Buncha and Sinutok, Sutinee (2026). Seagrass species classification using random forest and U-Net models on multiple satellite images taken at various times and places. International Journal of Remote Sensing, 1-20. doi: 10.1080/01431161.2026.2636792 |
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2026 Journal Article Understanding the Effects of Projectors in Knowledge DistillationChen, Yudong, Wang, Sen, Liu, Jiajun, Xu, Xuwei, Hoog, Frank de, Kusy, Brano and Huang, Zi (2026). Understanding the Effects of Projectors in Knowledge Distillation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1-16. doi: 10.1109/tpami.2026.3677028 |
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2026 Journal Article DFedDG2: Distribution Guided Gossip Based Generalizable and Communication Efficient Decentralized Federated LearningPal, Biprodip, Funiak, Stano, Liu, Jiajun, Moghadam, Peyman, Islam, Md. Saiful and Liew, Alan Wee-Chung (2026). DFedDG2: Distribution Guided Gossip Based Generalizable and Communication Efficient Decentralized Federated Learning. IEEE Internet of Things Journal, 1-1. doi: 10.1109/jiot.2026.3667408 |
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2025 Journal Article SATE: efficient knowledge distillation with implicit student-aware teacher ensemblesChen, Diqi, Li, Yang, Liu, Jiajun, Zhou, Jun and Gao, Yongsheng (2025). SATE: efficient knowledge distillation with implicit student-aware teacher ensembles. Pattern Recognition, 172 112355, 112355. doi: 10.1016/j.patcog.2025.112355 |
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2024 Journal Article Optimized Edge Node Allocation Considering User Delay Tolerance for Cost ReductionZhang, Xiaoyu, Huang, Shixun, Dong, Hai, Bao, Zhifeng, Liu, Jiajun and Yi, Xun (2024). Optimized Edge Node Allocation Considering User Delay Tolerance for Cost Reduction. IEEE Transactions on Services Computing, 17 (6), 4055-4068. doi: 10.1109/tsc.2024.3486174 |
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2022 Journal Article AP-GAN: Adversarial patch attack on content-based image retrieval systemsZhao, Guoping, Zhang, Mingyu, Liu, Jiajun, Li, Yaxian and Wen, Ji-Rong (2022). AP-GAN: Adversarial patch attack on content-based image retrieval systems. GeoInformatica, 26 (2), 347-377. doi: 10.1007/s10707-020-00418-7 |
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2021 Journal Article Pyramid regional graph representation learning for content-based video retrievalZhao, Guoping, Zhang, Mingyu, Li, Yaxian, Liu, Jiajun, Zhang, Bingqing and Wen, Ji-Rong (2021). Pyramid regional graph representation learning for content-based video retrieval. Information Processing and Management, 58 (3) 102488, 3. doi: 10.1016/j.ipm.2020.102488 |
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2021 Journal Article Guided Generative Adversarial Neural Network for Representation Learning and Audio Generation Using Fewer Labelled Audio DataHaque, Kazi Nazmul, Rana, Rajib, Liu, Jiajun, Hansen, John, Cummins, Nicholas, Busso, Carlos and Schuller, Bjorn (2021). Guided Generative Adversarial Neural Network for Representation Learning and Audio Generation Using Fewer Labelled Audio Data. IEEE/ACM Transactions on Audio Speech and Language Processing, 29 9492807, 2575-2590. doi: 10.1109/TASLP.2021.3098764 |
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2020 Journal Article Geosocial Co-ClusteringKim, Jungeun, Lee, Jae-Gil, Lee, Byung Suk and Liu, Jiajun (2020). Geosocial Co-Clustering. ACM Transactions on Intelligent Systems and Technology, 11 (4) 3391708, 4. doi: 10.1145/3391708 |
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2020 Journal Article Energy- And Mobility-Aware Scheduling for Perpetual Trajectory TrackingSommer, Philipp, Geissdoerfer, Kai, Jurdak, Raja, Kusy, Branislav, Liu, Jiajun, Zhao, Kun, Mckeown, Adam and Westcott, David (2020). Energy- And Mobility-Aware Scheduling for Perpetual Trajectory Tracking. IEEE Transactions on Mobile Computing, 19 (3) 8634931, 566-580. doi: 10.1109/TMC.2019.2895336 |
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2020 Journal Article Real-time Interactive Analysis on Big Data 大数据实时交互式分析Yuan, Zhe, Wen, Ji-Rong, Wei, Zhe-Wei, Liu, Jia-Jun, Yao, Bin and Zheng, Kai (2020). Real-time Interactive Analysis on Big Data 大数据实时交互式分析. Ruan Jian Xue Bao/Journal of Software, 31 (1), 162-182. doi: 10.13328/j.cnki.jos.005886 |
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2018 Journal Article A deep cascade of neural networks for image inpainting, deblurring and denoisingZhao, Guoping, Liu, Jiajun, Jiang, Jiacheng and Wang, Weiying (2018). A deep cascade of neural networks for image inpainting, deblurring and denoising. Multimedia Tools and Applications, 77 (22), 29589-29604. doi: 10.1007/s11042-017-5320-7 |
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2018 Journal Article Nationalism on Weibo: Towards a Multifaceted Understanding of Chinese NationalismZhang, Yinxian, Liu, Jiajun and Wen, Ji-Rong (2018). Nationalism on Weibo: Towards a Multifaceted Understanding of Chinese Nationalism. China Quarterly, 235, 758-783. doi: 10.1017/S0305741018000863 |
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2017 Journal Article Learning in high-dimensional multimedia data: the state of the artGao, Lianli, Song, Jingkuan, Liu, Xingyi, Shao, Junming, Liu, Jiajun and Shao, Jie (2017). Learning in high-dimensional multimedia data: the state of the art. Multimedia Systems, 23 (3), 303-313. doi: 10.1007/s00530-015-0494-1 |
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2016 Journal Article Prediction-based Unobstructed Route PlanningShang, Shuo, Guo, Danhuai, Liu, Jiajun and Wen, Ji-Rong (2016). Prediction-based Unobstructed Route Planning. Neurocomputing, 213, 147-154. doi: 10.1016/j.neucom.2016.02.085 |
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2016 Journal Article From the lab into the wild: Design and deployment methods for multi-modal tracking platformsSommer, Philipp, Kusy, Branislav, Jurdak, Raja, Kottege, Navinda, Liu, Jiajun, Zhao, Kun, McKeown, Adam and Westcott, David (2016). From the lab into the wild: Design and deployment methods for multi-modal tracking platforms. Pervasive and Mobile Computing, 30, 1-17. doi: 10.1016/j.pmcj.2015.09.003 |
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2016 Journal Article A Novel Framework for Online Amnesic Trajectory Compression in Resource-Constrained EnvironmentsLiu, Jiajun, Zhao, Kun, Sommer, Philipp, Shang, Shuo, Kusy, Brano, Lee, Jae-Gil and Jurdak, Raja (2016). A Novel Framework for Online Amnesic Trajectory Compression in Resource-Constrained Environments. IEEE Transactions on Knowledge and Data Engineering, 28 (11) 7542198, 2827-2841. doi: 10.1109/TKDE.2016.2598171 |
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2015 Journal Article Understanding human mobility from TwitterJurdak, Raja, Zhao, Kun, Liu, Jiajun, AbouJaoude, Maurice, Cameron, Mark and Newth, David (2015). Understanding human mobility from Twitter. PLoS ONE, 10 (7) e0131469. doi: 10.1371/journal.pone.0131469 |
