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2026 Journal Article Beyond standard views: enhancing quarantine true fruit fly identification with a multi-angle deep learning approach (Diptera, Tephritidae)Li, Zitao, Jiang, Fan, Wu, Zhuojie, Yu, Xin, Yang, Ding, Cheng, Daifeng and Li, Xuankun (2026). Beyond standard views: enhancing quarantine true fruit fly identification with a multi-angle deep learning approach (Diptera, Tephritidae). Royal Society Open Science, 13 (8) rsos261109. doi: 10.1098/rsos.261109 |
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2026 Journal Article Thinking outside the frame: viewpoint-aware spatial reasoning in large multimodal modelsKe, Yan, Shiri, Fatemeh, Zhang, Hu and Yu, Xin (2026). Thinking outside the frame: viewpoint-aware spatial reasoning in large multimodal models. Visual Intelligence, 4 (1) 21, 1. doi: 10.1007/s44267-026-00126-0 |
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2026 Journal Article TBCNet: Twin-branch collaborative network for hyperspectral anomaly detectionZhao, Dong, You, Mingtao, Xiang, Pei, Hu, Jianling, Asano, Yuta, Yu, Xin, Hsu, Chih-Chung, Zhou, Huixin and Ren, Jinchang (2026). TBCNet: Twin-branch collaborative network for hyperspectral anomaly detection. Pattern Recognition, 180 114647, 114647-180. doi: 10.1016/j.patcog.2026.114647 |
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2026 Journal Article Tephritid26: A standardized, multi-angle image dataset of quarantine-significant true fruit flies for deep learning-based identificationLi, Zitao, Wang, Xingkai, Wu, Zhuojie, Yong, Mengyuan, De Meyer, Marc, Bourtzis, Kostas, Wei, Bingbing, Zheng, Tianyu, Zeng, Qian, Mo, Jin, Liu, Ruosi, Susanto, Agus, Liu, Weiqi, Guo, Wenchao, Ding, Xinhua, Huang, Xiaolei, Yang, Ding, Cheng, Daifeng, Yu, Xin, Jiang, Fan and Li, Xuankun (2026). Tephritid26: A standardized, multi-angle image dataset of quarantine-significant true fruit flies for deep learning-based identification. Scientific Data. doi: 10.1038/s41597-026-07713-2 |
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2026 Journal Article UAV-based multispectral object tracking with positive-negative prompt mining networkTeng, Xiang, Zhao, Dong, Xiang, Pei, Yu, Xin, Li, Zhuanfeng, Hsu, Chih-Chung, Yang, Tianfang, Zhou, Huixin and Ren, Jinchang (2026). UAV-based multispectral object tracking with positive-negative prompt mining network. IEEE Transactions on Geoscience and Remote Sensing, 64 5515418, 1-18. doi: 10.1109/tgrs.2026.3698119 |
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2026 Journal Article Safe and reliable diffusion models via subspace projectionChen, Huiqiang, Zhu, Tianqing, Wang, Linlin, Yu, Xin, Gao, Longxiang and Zhou, Wanlei (2026). Safe and reliable diffusion models via subspace projection. IEEE Transactions on Dependable and Secure Computing, 23 (4), 9272-9285. doi: 10.1109/TDSC.2026.3692493 |
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2026 Journal Article DFBSNet: dual frequency-domain branch fusion and selection network for hyperspectral anomaly detectionYao, Yiming, Wang, Qing, Zhao, Dong, You, Mingtao, Xiang, Pei, Asano, Yuta, Yu, Xin, Wang, Chao, Zhou, Huixin and Ren, Jinchang (2026). DFBSNet: dual frequency-domain branch fusion and selection network for hyperspectral anomaly detection. Pattern Recognition, 180 113967, 1-13. doi: 10.1016/j.patcog.2026.113967 |
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2026 Journal Article Compression-oriented video super-resolutionWang, Shuyun, Liu, Yanbin, Lu, Ming, Wu, Zhuojie, Tian, Senmao, Guo, Yandong and Yu, Xin (2026). Compression-oriented video super-resolution. IEEE Transactions on Image Processing, 35, 4040-4050. doi: 10.1109/tip.2026.3682128 |
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2026 Journal Article Cluster-aware prompt ensemble learning for few-shot vision-language model adaptationChen, Zhi, Yu, Xin, Tao, Xiaohui, Li, Yan and Huang, Zi (2026). Cluster-aware prompt ensemble learning for few-shot vision-language model adaptation. Pattern Recognition, 172 (C) 112596. doi: 10.1016/j.patcog.2025.112596 |
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2026 Journal Article Mobile Auslan: A multimodal dialogue-centered sign language learning systemSheng, Hongwei, Shen, Xin, Du, Heming and Yu, Xin (2026). Mobile Auslan: A multimodal dialogue-centered sign language learning system. Computer Vision and Image Understanding, 265 104646, 1-18. doi: 10.1016/j.cviu.2026.104646 |
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2026 Journal Article Distributed zero-shot learning for visual recognitionChen, Zhi, Luo, Yadan, Huang, Zi, Li, Jingjing, Wang, Sen and Yu, Xin (2026). Distributed zero-shot learning for visual recognition. IEEE Transactions on Multimedia, 28, 7451-7463. doi: 10.1109/TMM.2026.3673561 |
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2026 Journal Article PrefaceLiu, Miaomiao, Yu, Xin, Xu, Chang and Song, Yiliao (2026). Preface. Lecture Notes in Computer Science, 16370 LNAI, v-vi. |
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2025 Journal Article Hyperspectral video object tracking with cross-modal spectral complementary and memory prompt networkJiang, Wenhao, Zhao, Dong, Wang, Chen, Yu, Xin, Arun, Pattathal V., Asano, Yuta, Xiang, Pei and Zhou, Huixin (2025). Hyperspectral video object tracking with cross-modal spectral complementary and memory prompt network. Knowledge-Based Systems, 330 (Part B) 114595, 1-16. doi: 10.1016/j.knosys.2025.114595 |
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2025 Journal Article Analytical survey of learning with low-resource data: from analysis to investigationCao, Xiaofeng, Xu, Mingwei, Yu, Xin, Yao, Jiangchao, Ye, Wei, Huang, Shengjun, Zhang, Minling, Tsang, Ivor, Ong, Yew-Soon, Kwok, James T. and Shen, Heng Tao (2025). Analytical survey of learning with low-resource data: from analysis to investigation. ACM Computing Surveys, 58 (6) 3773075, 1-47. doi: 10.1145/3773075 |
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2025 Journal Article ICE: interactive 3D game character facial editing via dialogueWu, Haoqian, Zhao, Minda, Hu, Zhipeng, Fan, Changjie, Li, Lincheng, Chen, Weijie, Zhao, Rui and Yu, Xin (2025). ICE: interactive 3D game character facial editing via dialogue. IEEE Transactions on Multimedia, 27, 3210-4223. doi: 10.1109/tmm.2025.3557611 |
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2025 Journal Article DreamCar: leveraging car-specific prior for in-the-wild 3D car reconstructionDu, Xiaobiao, Sun, Haiyang, Lu, Ming, Zhu, Tianqing and Yu, Xin (2025). DreamCar: leveraging car-specific prior for in-the-wild 3D car reconstruction. IEEE Robotics and Automation Letters, 10 (2), 1840-1847. doi: 10.1109/lra.2024.3523231 |
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2025 Journal Article TalkCLIP: talking head generation with text-guided expressive speaking stylesMa, Yifeng, Wang, Suzhen, Ding, Yu, Ma, Bowen, Lv, Tangjie, Fan, Changjie, Hu, Zhipeng, Deng, Zhidong and Yu, Xin (2025). TalkCLIP: talking head generation with text-guided expressive speaking styles. IEEE Transactions on Multimedia, 27, 6335-6346. doi: 10.1109/tmm.2025.3581808 |
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2024 Journal Article M3 A: A multimodal misinformation dataset for media authenticity analysisXu, Qingzheng, Chen, Huiqiang, Du, Heming, Zhang, Hu, Łukasik, Szymon, Zhu, Tianqing and Yu, Xin (2024). M3 A: A multimodal misinformation dataset for media authenticity analysis. Computer Vision and Image Understanding, 249 104205, 104205. doi: 10.1016/j.cviu.2024.104205 |
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2024 Journal Article Ethics-aware face recognition aided by synthetic face imagesDu, Xiaobiao, Yu, Xin, Liu, Jinhui, Dai, Beifen and Xu, Feng (2024). Ethics-aware face recognition aided by synthetic face images. Neurocomputing, 600 128129, 128129. doi: 10.1016/j.neucom.2024.128129 |
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2024 Journal Article Proactive image manipulation detection via deep semi-fragile watermarkZhao, Yuan, Liu, Bo, Zhu, Tianqing, Ding, Ming, Yu, Xin and Zhou, Wanlei (2024). Proactive image manipulation detection via deep semi-fragile watermark. Neurocomputing, 585 127593. doi: 10.1016/j.neucom.2024.127593 |
