Publications

Journal Articles

[6] Yijin Wei and Jingchao Fan, "Chat-rgie: precision extraction of rice germplasm data using large language models and prompt engineering," Journal of Big Data, vol. 12, no. 1, pp. 202, 2025. [pdf]

[5] Yijin Wei, Yanqing Chen, Xiudong Wang, and Jingchao Fan, "Information Extraction from Chinese Wheat Varieties Journal Based on Large Language Model," Frontiers of Data and Computing, vol. 7, no. 1, pp. 175–185, Feb. 2025. [pdf]

[4] Yijin Wei and Jingchao Fan, "An Agricultural Science and Technology Policy Classification Model Based on Improved BERT-BiGRU-Attention," Frontiers of Data and Computing, vol. 6, no. 6, pp. 53–61, Dec. 2024. [pdf]

[3] Yijin Wei, Youqiang Ren, Hui Zhao, Jingchao Fan, Wei Fang, and Shen Yan, "Construction of a Knowledge Graph for Selection and Breeding Research of New Potato Varieties in China Based on GraphRAG," Journal of Plant Genetic Resources, vol. 26, no. 6, pp. 1229–1241, Nov. 2024. [pdf]

[2] Yijin Wei and Jingchao Fan, "An Agricultural Policy Question Answering System Based on ChatGLM2-6B," Frontiers of Data and Computing, vol. 6, no. 4, pp. 116–127, Aug. 2024. [pdf]

[1] Yijin Wei, Xiaoli Wang, Haoxian Li, Lin Hu, Jingchao Fan, and Shangyin Cao, "Ploidy Analysis Set of National Indigenous Varieties of Deciduous Fruit Trees Resources in 2012–2017" Journal of Agricultural Big Data, vol. 5, no. 1, pp. 34–39, Mar. 2023. [pdf]

International Conferences

[9] Yijin Wei, Yawen Zou, Yaoting Huang, Chunzhi Gu, Miao Cheng, Sai Sun, Chia-Huei Tseng, and Chao Zhang, "Learning Body Emotion Recognition under Asymmetric Multimodal Supervision," in International Workshop on Advanced Image Technology (IWAIT), 2027. [Student Award Candidate]

[8] Shun Maeda, Chunzhi Gu, Wenqi Cai, Yijin Wei, and Chao Zhang, "Probabilistic Spatio-Temporal Jigsaw Learning for Human Action Anomaly Detection," in The 32nd International Workshop on Frontiers of Computer Vision (IW-FCV 2026), 2026.

[7] Akari Inaba, Koji Shimizu, Junya Yamauchi, Yijin Wei, Koichiro Kamide and Chao Zhang, "Improving Non-Pedestrian Human Detection in UAV Images via Synthetic Composition," in 2026 IEEE 15th Global Conference on Consumer Electronics (GCCE 2026), 2026.

[6] Yaoting Huang, Wenqi Cai, Yijin Wei, Katsuya Hotta, Chunzhi Gu, Haoran Xie and Chao Zhang, "TriP-AD: Logical Anomaly Detection under Vision-Induced Distractions via Tri-Path Normality Scoring," in 23rd Pacific Rim International Conference on Artificial Intelligence (PRICAI 2026), 2026.

[5] Sosuke Suzuki, Yijin Wei, Koichiro Kamide, Ran Dong, Haoran Xie and Chao Zhang, "Learning Emotion from Motion: Kinetic Multi-Stream Skeleton Modeling with Metadata-Conditioned Weak Label Distributions," in 2026 14th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), 2026.

[4] Yijin Wei, Yawen Zou, Koichiro Kamide, Chunzhi Gu, Hangli Ge, and Chao Zhang, "Human Action Recognition via Dataset Condensation," in NICOGRAPH International, 2026. [Short Paper Award]

[3] Zi Wang, Katsuya Hotta, Yawen Zou, Koichiro Kamide, Yijin Wei, Chao Zhang, Jun Yu, "VT-3DAD: Cross-Category 3D Anomaly Detection via Visual-Text Normal Space Alignment," in 19th International Conference on Machine Vision (ICMV 2026), 2026. [pdf]

[2] Shun Maeda, Yijin Wei, Koichiro Kamide, Shogo Tokai, Chunzhi Gu, and Chao Zhang, "Topology-Aware Multi-Scale Learning for Skeleton-Based Human Action Anomaly Detection," in NICOGRAPH International, 2026.

[1] Kousuke Yamamoto, Koichiro Kamide, Yijin Wei, Chunzhi Gu, and Chao Zhang, "Human Action Anomaly Detection via Spatial-Temporal Transformer Network," in NICOGRAPH International, 2026.

Domestic Conference Papers (Japan)

[2] 上出 耕一郎, 鄒 亜文, 韋 一金, 張 潮, "Alpha-CLIPを用いた言語指示に基づく把持検出に関する検討," in 2026 IEE-Japan Industry Applications Society Conference (JIASC 2026), 2026.

[1] 韋 一金, 明石 卓也, 堀田 克哉, 張 潮, "機械学習を用いたモーションキャプチャデータに基づく感情センシングの検討," in 2026 IEE-Japan Industry Applications Society Conference (JIASC 2026), 2026.

Preprints

[3] Yijin Wei, Yawen Zou, Wenqi Cai, Guang Li, Hangli Ge, Katsuya Hotta, Chunzhi Gu, Chao Zhang, "ProMoDD: Dataset Distillation for 3D Human Motion via Prototype-Conditioned Diffusion Models," arXiv preprint arXiv:2610.16134, 2026. [pdf]

[2] Hiroto Nakata, Yawen Zou, Shunsuke Sakai, Shun Maeda, Chunzhi Gu, Yijin Wei, Shangce Gao, Chao Zhang, "VID-AD: A Dataset for Image-Level Logical Anomaly Detection under Vision-Induced Distraction," arXiv preprint arXiv:2603.13964, 2026. [pdf]

[1] Jianjian Qin, Chao Zhang, Chunzhi Gu, Zi Wang, Jun Yu, Yijin Wei, Hui Xiao, Xin Yu "Multi-Scale Distillation for RGB-D Anomaly Detection on the PD-REAL Dataset," arXiv preprint arXiv:2311.04095, 2026. [pdf]