2026

ICLR
TabStruct: Measuring Structural Fidelity of Tabular Data
TabStruct: Measuring Structural Fidelity of Tabular Data

Xiangjian Jiang, Nikola Simidjievski, Mateja Jamnik

The Fourteenth International Conference on Learning Representations 2026

Oral (Top 1.18%)

[Paper] [Code] [Project]

TabStruct: Measuring Structural Fidelity of Tabular Data

Xiangjian Jiang, Nikola Simidjievski, Mateja Jamnik

The Fourteenth International Conference on Learning Representations 2026

Oral (Top 1.18%)

[Paper] [Code] [Project]

2025

ICLR
How Well Does Your Tabular Generator Learn the Structure of Tabular Data?
How Well Does Your Tabular Generator Learn the Structure of Tabular Data?

Xiangjian Jiang, Nikola Simidjievski, Mateja Jamnik

ICLR 2025 Workshop on Deep Generative Model in Machine Learning Theory, Principle and Efficacy 2025

[Paper] [Code] [Project]

How Well Does Your Tabular Generator Learn the Structure of Tabular Data?

Xiangjian Jiang, Nikola Simidjievski, Mateja Jamnik

ICLR 2025 Workshop on Deep Generative Model in Machine Learning Theory, Principle and Efficacy 2025

[Paper] [Code] [Project]

2024

NeurIPS
TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models
TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models

Andrei Margeloiu*, Xiangjian Jiang*, Nikola Simidjievski, Mateja Jamnik (* equal contribution)

The Thirty-Eighth Annual Conference on Neural Information Processing Systems 2024

[Paper] [Code] [Poster] [Project] [Slides] [Video]

TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models

Andrei Margeloiu*, Xiangjian Jiang*, Nikola Simidjievski, Mateja Jamnik (* equal contribution)

The Thirty-Eighth Annual Conference on Neural Information Processing Systems 2024

[Paper] [Code] [Poster] [Project] [Slides] [Video]

ICML
ProtoGate: Prototype-based Neural Networks with Global-to-local Feature Selection for Tabular Biomedical Data
ProtoGate: Prototype-based Neural Networks with Global-to-local Feature Selection for Tabular Biomedical Data

Xiangjian Jiang, Andrei Margeloiu, Nikola Simidjievski, Mateja Jamnik

The Forty-First International Conference on Machine Learning 2024

[Paper] [Code] [Poster] [Project] [Slides] [Video]

ProtoGate: Prototype-based Neural Networks with Global-to-local Feature Selection for Tabular Biomedical Data

Xiangjian Jiang, Andrei Margeloiu, Nikola Simidjievski, Mateja Jamnik

The Forty-First International Conference on Machine Learning 2024

[Paper] [Code] [Poster] [Project] [Slides] [Video]

2023

NeurIPS
Exploring Time Granularity on Temporal Graphs for Dynamic Link Prediction in Real-world Networks
Exploring Time Granularity on Temporal Graphs for Dynamic Link Prediction in Real-world Networks

Xiangjian Jiang, Yanyi Pu

NeurIPS 2023 Workshop on Temporal Graph Learning 2023

[Paper] [Code] [Dataset]

Exploring Time Granularity on Temporal Graphs for Dynamic Link Prediction in Real-world Networks

Xiangjian Jiang, Yanyi Pu

NeurIPS 2023 Workshop on Temporal Graph Learning 2023

[Paper] [Code] [Dataset]

CVPR
DropKey for Vision Transformer
DropKey for Vision Transformer

Bonan Li, Yinhan Hu, Xuecheng Nie, Congying Han, Xiangjian Jiang, Tiande Guo, Luoqi Liu

Computer Vision and Pattern Recognition Conference 2023

[Paper]

DropKey for Vision Transformer

Bonan Li, Yinhan Hu, Xuecheng Nie, Congying Han, Xiangjian Jiang, Tiande Guo, Luoqi Liu

Computer Vision and Pattern Recognition Conference 2023

[Paper]

ICML
Prototype-based Neural Networks for Tabular Biomedical Data
Prototype-based Neural Networks for Tabular Biomedical Data

Xiangjian Jiang, Andrei Margeloiu, Nikola Simidjievski, Mateja Jamnik

ICML Workshop on Interpretable Machine Learning in Healthcare 2023

[Paper] [Code] [Project]

Prototype-based Neural Networks for Tabular Biomedical Data

Xiangjian Jiang, Andrei Margeloiu, Nikola Simidjievski, Mateja Jamnik

ICML Workshop on Interpretable Machine Learning in Healthcare 2023

[Paper] [Code] [Project]

2022

preprint
Multi-view Human Body Mesh Translator
Multi-view Human Body Mesh Translator

Xiangjian Jiang*, Xuecheng Nie*, Zitian Wang, Luoqi Liu, Si Liu (* equal contribution)

arXiv preprint 2022

Work done while interning at MT Lab

[Paper]

Multi-view Human Body Mesh Translator

Xiangjian Jiang*, Xuecheng Nie*, Zitian Wang, Luoqi Liu, Si Liu (* equal contribution)

arXiv preprint 2022

Work done while interning at MT Lab

[Paper]

2021

ICCV
Towards Real-world X-ray Security Inspection: A High-quality Benchmark and Lateral Inhibition Module for Prohibited Items Detection
Towards Real-world X-ray Security Inspection: A High-quality Benchmark and Lateral Inhibition Module for Prohibited Items Detection

Renshuai Tao, Yanlu Wei, Xiangjian Jiang, Hainan Li, Haotong Qin, Jiakai Wang, Yuqing Ma, Libo Zhang, Xianglong Liu

International Conference on Computer Vision 2021

[Paper] [Code] [Dataset]

Towards Real-world X-ray Security Inspection: A High-quality Benchmark and Lateral Inhibition Module for Prohibited Items Detection

Renshuai Tao, Yanlu Wei, Xiangjian Jiang, Hainan Li, Haotong Qin, Jiakai Wang, Yuqing Ma, Libo Zhang, Xianglong Liu

International Conference on Computer Vision 2021

[Paper] [Code] [Dataset]