|
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 |
|
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 |
|
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 |
|
2026 Conference Publication SynthIR: The First Workshop on Synthetic Content in Information Retrieval EcosystemsLiu, Ping, Zheng, Zhedong, Culpepper, Shane and Yu, Xin (2026). SynthIR: The First Workshop on Synthetic Content in Information Retrieval Ecosystems. New York, NY, USA: ACM. doi: 10.1145/3805712.3808655 |
|
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 |
|
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 |
|
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 |
|
2026 Conference Publication Mebm: exploring the synergy of mixture of experts in background mattingWang, Yiru, Lu, Ming, Tian, Senmao, Yu, Xin and Zhang, Shunli (2026). Mebm: exploring the synergy of mixture of experts in background matting. ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Barcelona, Spain, 3-8 May 2026. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/icassp55912.2026.11464270 |
|
2026 Conference Publication Content-Aware Model Slimming for Image Super-Resolution with Large InputTian, Senmao, Hong, Gangyi, Wang, Shuyun, Yu, Xin and Zhang, Shunli (2026). Content-Aware Model Slimming for Image Super-Resolution with Large Input. IEEE. doi: 10.1109/icassp55912.2026.11461944 |
|
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 |
|
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 |
|
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 |
|
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 |
|
2026 Conference Publication Augment to segment: tackling pixel-level imbalance in wheat disease and pest segmentationWei, Tianqi, Yu, Xin, Chen, Zhi, Chapman, Scott and Huang, Zi (2026). Augment to segment: tackling pixel-level imbalance in wheat disease and pest segmentation. 36th Australasian Database Conference, Sydney, NSW Australia and Bali, Indonesia, 4-6 December 2025. Singapore: Springer Singapore. doi: 10.1007/978-981-95-6196-4_3 |
|
2026 Conference Publication Dynamic orchestration of multi-agent system for real-world multi-image agricultural VQAKe, Yan, Yu, Xin, Du, Heming, Chapman, Scott and Huang, Helen (2026). Dynamic orchestration of multi-agent system for real-world multi-image agricultural VQA. 36th Australasian Database Conference, Sydney, NSW Australia and Bali, Indonesia, 4-6 December 2025. Singapore: Springer Singapore. doi: 10.1007/978-981-95-6196-4_11 |
|
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 |
|
2026 Book Chapter High-resolution and multimodal optogenetic fMRI of brain dynamicsHe, Yi, Yuan, Jianyu, Liang, Mingyao, Xie, Zeping and Yu, Xin (2026). High-resolution and multimodal optogenetic fMRI of brain dynamics. Neuromethods. (pp. 3-18) New York, NY: Springer US. doi: 10.1007/978-1-0716-5178-0_1 |
|
2026 Edited Outputs Image and Graphics : 13th International Conference, ICIG 2025, Xuzhou, China, October 31 – November 2, 2025, Proceedings, Part IILin, Zhouchen, Wang, Liang, Jiang, Yugang, Wang, Xuesong, Liao, Shengcai, Shan, Shiguang, Liu, Risheng, Dong, Jing and Yu, Xin eds. (2026). Image and Graphics : 13th International Conference, ICIG 2025, Xuzhou, China, October 31 – November 2, 2025, Proceedings, Part II. Image and Graphics 13th International Conference, ICIG 2025, Xuzhou, Jiangsu, China, 31 October – 2 November 2025. Heidelberg, Germany: Springer. doi: 10.1007/978-981-95-3393-0 |
|
2026 Journal Article PrefaceLiu, Miaomiao, Yu, Xin, Xu, Chang and Song, Yiliao (2026). Preface. Lecture Notes in Computer Science, 16370 LNAI, v-vi. |
|
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 |
