Publications

Xiangjian Jiang, Nikola Simidjievski, Mateja Jamnik (2026). TabStruct: Measuring Structural Fidelity of Tabular Data. ICLR 2026.

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Xiangjian Jiang, Nikola Simidjievski, Mateja Jamnik (2025). How Well Does Your Tabular Generator Learn the Structure of Tabular Data?. ICLR 2025 Workshop.

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Andrei Margeloiu, Xiangjian Jiang, Nikola Simidjievski, Mateja Jamnik (2024). TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models. NeurIPS 2024.

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Xiangjian Jiang, Andrei Margeloiu, Nikola Simidjievski, Mateja Jamnik (2024). ProtoGate: Prototype-based Neural Networks with Global-to-local Feature Selection for Tabular Biomedical Data. ICML 2024.

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Xiangjian Jiang, Yanyi Pu (2023). Exploring Time Granularity on Temporal Graphs for Dynamic Link Prediction in Real-world Networks. NeurIPS 2023 Workshop.

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Xiangjian Jiang, Andrei Margeloiu, Nikola Simidjievski, Mateja Jamnik (2023). Prototype-based Neural Networks for Tabular Biomedical Data. ICML 2023 Workshop.

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Xiangjian Jiang, Xuecheng Nie, Zitian Wang, Luoqi Liu, Si Liu (2022). Multi-view Human Body Mesh Translator.

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Bonan Li, Yinhan Hu, Xuecheng Nie, Congying Han, Xiangjian Jiang, Tiande Guo, Luoqi Liu (2022). DropKey for Vision Transformer. CVPR 2023.

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Renshuai Tao, Yanlu Wei, Xiangjian Jiang, Hainan Li, Haotong Qin, Jiakai Wang, Yuqing Ma, Libo Zhang, Xianglong Liu (2021). Towards real-world X-ray security inspection: A high-quality benchmark and lateral inhibition module for prohibited items detection. ICCV 2021.

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