Lincen Yang

According to our database, Lincen Yang authored at least 13 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

MM-OptBench: A Solver-Grounded Benchmark for Multimodal Optimization Modeling.

Zhong Li, Qi Huang, Yuxuan Zhu, Mohammad Mohammadi Amiri, Niki van Stein, Thomas Bäck, Matthijs van Leeuwen, Zaiwen Wen, Lincen Yang

CoRR, May, 2026

Efficient Flow Matching for Sparse-View CT Reconstruction.

Jiayang Shi, Lincen Yang, Zhong Li, Tristan van Leeuwen, Daniël Maria Pelt, Kees Joost Batenburg

CoRR, March, 2026

Interpretable machine learning for identifying ICU readmission risk in subgroups with probabilistic rules.

Lincen Yang, Siri Lise van der Meijden, M. Sesmu Arbous, Matthijs van Leeuwen

J. Am. Medical Informatics Assoc., 2026

Rules, Not Rankings: Interpretable AI for Processor Microarchitecture Design Analysis.

Abdoulaye Gamatié, Lincen Yang, Paulo Pimenta

IEEE Comput. Archit. Lett., 2026

Learning Subgroups with Maximum Treatment Effects Without Causal Heuristics.

Lincen Yang, Zhong Li, Matthijs van Leeuwen, Saber Salehkaleybar

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Diffusion Models for Tabular Data: Challenges, Current Progress, and Future Directions.

Zhong Li, Qi Huang, Lincen Yang, Jiayang Shi, Zhao Yang, Niki van Stein, Thomas Bäck, Matthijs van Leeuwen

CoRR, February, 2025

Scalable, Explainable and Provably Robust Anomaly Detection with One-Step Flow Matching.

Zhong Li, Qi Huang, Yuxuan Zhu, Lincen Yang, Mohammad Mohammadi Amiri, Niki van Stein, Matthijs van Leeuwen

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Probabilistic Truly Unordered Rule Sets.

Lincen Yang, Matthijs van Leeuwen

CoRR, 2024

Conditional Density Estimation with Histogram Trees.

Lincen Yang, Matthijs van Leeuwen

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Unsupervised discretization by two-dimensional MDL-based histogram.

Lincen Yang, Mitra Baratchi, Matthijs van Leeuwen

Mach. Learn., July, 2023

2022

Truly Unordered Probabilistic Rule Sets for Multi-class Classification.

Lincen Yang, Matthijs van Leeuwen

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Histogram-based Probabilistic Rule Lists for Numeric Targets (short paper).

Lincen Yang, Tim Opdam, Matthijs van Leeuwen

Proceedings of the 20th anniversary Workshop on Knowledge Discovery in Inductive Databases co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2022 (ECMLPKDD 2022), 2022

2021

Estimating Conditional Mutual Information for Discrete-Continuous Mixtures using Multi-Dimensional Adaptive Histograms.

Alexander Marx, Lincen Yang, Matthijs van Leeuwen

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021