科研成果

Shijie Zhang, Weiqing Min, Guorui Sheng, Tao Yao, Shuqiang Jiang. Learning from the Unambiguous: Selective Relation Distillation for Asymmetric Fine-Grained Retrieval. IEEE Transactions on Circuits and Systems for Video Technology, 2026.
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Junsong Wang, Weiqing Min, Guorui Sheng, Tao Yao, Lili Wang, Shuqiang Jiang. RFHNet: Relational and Frequency-Aware Hashing Network for Large-Scale Fine-Grained Food Image Retrieval. Proceedings of the 2026 International Conference on Multimedia Retrieval, 2026.
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Xiangyi Zhu, Yancun Yang, Pindan Cao, Guorui Sheng, Bruce Denby. Lightweight Food Localization and Recognition via Multi-Branch Feature Learning and Enhanced Aggregation. IEEE Journal of Biomedical and Health Informatics, 2026.
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Shenglong Wang, Guorui Sheng, Hongfei Yan, Weiqing Min, Shuqiang Jiang. A comparative study of vision–language models for food ingredient recognition and nutrient estimation. Current Research in Food Science, 2026.
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Chengxu Liu, Bingqian Lv, Shangzihan Wang, Haowen Meng, Guorui Sheng. Focus more, compute less: Lightweight fruit and vegetable recognition with focus token vision transformer. Applied Soft Computing, 2026.
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Xinlong Wang, Weiqing Min, Shoulong Liu, Guorui Sheng, Shuqiang Jiang. SyMFood: Synergistic Multi-Modal Prompting for Fine-Grained Zero-Shot Food Detection. IEEE Transactions on Circuits and Systems for Video Technology, 2026.
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Pindan Cao, Weiqing Min, Guorui Sheng, Yongqiang Song, Tao Yao, Lili Wang, Shuqiang Jiang. FoodHash: Context-Aware Proxy Interaction and Fusion for Food Image Retrieval. ACM Trans. Multimedia Comput. Commun. Appl., 2026.
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Shenglong Wang, Guorui Sheng. Hybrid Decoding with Co-Occurrence Awareness for Fine-Grained Food Image Segmentation. Foods, 2026.
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Xiangyi Zhu, Wenli Zhang, Yingnan Sheng, Congrui Lv, Guorui Sheng, Weiqing Min, Shuqiang Jiang. DPFA-net: a lightweight hybrid neural network with dual path feature aggregation for food image recognition. Multimedia Systems, 2026.
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Shijie Zhang, Weiqing Min, Fangyuan Yao, Guorui Sheng, Shuqiang Jiang. Cross-Layer and Selective Distillation for Asymmetric Image Retrieval. Pattern Recognition and Computer Vision, 2026.
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Xinlong Wang, Weiqing Min, Guorui Sheng, Jingru Song, Yancun Yang, Tao Yao, Shuqiang Jiang. LLM-Informed Global-Local Contextualization for Zero-Shot Food Detection. Pattern Recognition, 2025.
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Junsong Wang, Yihan Wang, Bolin Yang, Guorui Sheng, Lili Wang. SAHNet: A Spectral-Aware Hashing Network for Large-Scale Fine-Grained Food Image Retrieval. Proceedings of the 18th International Symposium on Visual Information Communication and Interaction, 2025.
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Chengxu Liu, Weiqing Min, Jingru Song, Yancun Yang, Guorui Sheng, Tao Yao, Lili Wang, Shuqiang Jiang. Channel Grouping Vision Transformer for Lightweight Fruit and Vegetable Recognition. Expert Systems with Applications, 2025.
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Yancun Yang, Weiqing Min, Jingru Song, Guorui Sheng, Lili Wang, Shuqiang Jiang. Lightweight Food Recognition via Aggregation Block and Feature Encoding. ACM Transactions on Multimedia Computing, Communications and Applications, 2024.
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宋静茹, 闵巍庆, 周鹏飞, 饶全瑞, 盛国瑞, 杨延村, 王丽丽, 蒋树强. 基于Transformer的零样本食品图像检测. 食品工业科技, 2024.
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Guorui Sheng, Weiqing Min, Tao Yao, Jingru Song, Yancun Yang, Lili Wang, Shuqiang Jiang. Lightweight Food Image Recognition With Global Shuffle Convolution. IEEE Transactions on AgriFood Electronics, 2024.
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曹品丹, 闵巍庆, 宋佳骏, 盛国瑞, 杨延村, 王丽丽, 蒋树强. 基于增强Vision Transformer的哈希食品图像检索. 食品科学, 2024.
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Guorui Sheng, Weiqing Min, Xiangyi Zhu, Liang Xu, Qingshuo Sun, Yancun Yang, Lili Wang, Shuqiang Jiang. A lightweight hybrid model with location-preserving vit for efficient food recognition. Nutrients, 2024.
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Guorui Sheng, Shuqi Sun, Chengxu Liu, Yancun Yang. Food recognition via an efficient neural network with transformer grouping. International Journal of Intelligent Systems, 2022.
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