Selected Publications

A selected set of papers that best represents my research agenda. A complete publication list is available on Google Scholar.

SparseD: Sparse Attention for Diffusion Language Models

International Conference on Learning Representations (ICLR), 2026

Zeqing Wang, Gongfan Fang, Xinyin Ma, Xingyi Yang^*, Xinchao Wang^* (^*Corresponding Author)

Paper Code

OminiControl: Minimal and Universal Control for Diffusion Transformer

IEEE/CVF International Conference on Computer Vision (ICCV), (Highlight), 2025

Zhenxiong Tan, Songhua Liu, Xingyi Yang, Qiaochu Xue, and Xinchao Wang

Paper Code Demo

Kolmogorov-Arnold Transformer

International Conference on Learning Representations (ICLR), 2025

Xingyi Yang, Xinchao Wang

arXiv Code

Mixture of Experts Made Intrinsically Interpretable

International Conference on Machine Learning (ICML), 2025

Xingyi Yang, Constantin Venhoff, Ashkan Khakzar ,Christian Schroeder de Witt ,Puneet K. Dokania, Adel Bibi, Philip Torr

Paper

Diffusion Probabilistic Model Made Slim

Conference on Computer Vision and Pattern Recognition (CVPR), 2023

Xingyi Yang, Daquan Zhou, Jiashi Feng, Xinchao Wang

arXiv

Deep Model Reassembly

Neural Information Processing Systems (NeurIPS), (Paper Award Nomination), 2022

Xingyi Yang, Daquan Zhou, Songhua Liu, Jingwen Ye, Xinchao Wang

Paper arXiv Code Project Video