Reducing musical noise in blind source separation by time-domain sparse filters and split bregman method. - Wenye Ma; Meng Yu 003; Jack Xin; Stanley J. Osher (INTERSPEECH, 2010)

Convexity and fast speech extraction by split bregman method. - Meng Yu 003; Wenye Ma; Jack Xin; Stanley J. Osher (INTERSPEECH, 2010)

An L1-based variational model for Retinex theory and its application to medical images. - Wenye Ma; Jean-Michel Morel; Stanley J. Osher; Aichi Chien (CVPR, 2011)

Multi-Channel l1 Regularized Convex Speech Enhancement Model and Fast Computation by the Split Bregman Method. - Meng Yu 003; Wenye Ma; Jack Xin; Stanley J. Osher (IEEE Trans. Speech Audio Process., 2012)

Online Adaptive Asymmetric Active Learning for Budgeted Imbalanced Data. - Yifan Zhang 004; Peilin Zhao; Jiezhang Cao; Wenye Ma; Junzhou Huang; Qingyao Wu; Mingkui Tan (KDD, 2018)

Fast Single Image Reflection Suppression via Convex Optimization. - Yang Yang 093; Wenye Ma; Yin Zheng; Jian-Feng Cai 001; Weiyu Xu (CVPR, 2019)

RaFM: Rank-Aware Factorization Machines. - Xiaoshuang Chen; Yin Zheng; Jiaxing Wang; Wenye Ma; Junzhou Huang (ICML, 2019)

Projective Quadratic Regression for Online Learning. - Wenye Ma (AAAI, 2020)

AdnFM: An Attentive DenseNet based Factorization Machine for CTR Prediction. - Kai Wang; Chunxu Shen; Wenye Ma (CoRR, 2020)

A Generalized Locally Linear Factorization Machine with Supervised Variational Encoding. - Xiaoshuang Chen; Yin Zheng; Peilin Zhao; Zhuxi Jiang; Wenye Ma; Junzhou Huang (IEEE Trans. Knowl. Data Eng., 2020)

Rank the Episodes: A Simple Approach for Exploration in Procedurally-Generated Environments. - Daochen Zha; Wenye Ma; Lei Yuan; Xia Hu 001; Ji Liu (ICLR, 2021)

DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning. - Daochen Zha; Jingru Xie; Wenye Ma; Sheng Zhang; Xiangru Lian; Xia Hu 001; Ji Liu (ICML, 2021)

AdnFM: An Attentive DenseNet based Factorization Machine for Click-Through-Rate Prediction. - Kai Wang; Chunxu Shen; Chaoyun Zhang; Wenye Ma (ICCDE, 2022)

YuE: Scaling Open Foundation Models for Long-Form Music Generation. - Ruibin Yuan; Hanfeng Lin; Shuyue Guo; Ge Zhang 009; Jiahao Pan; Yongyi Zang; Haohe Liu; Yiming Liang; Wenye Ma; Xingjian Du; Xinrun Du; Zhen Ye; et al. (CoRR, 2025)

REGen: Multimodal Retrieval-Embedded Generation for Long-to-Short Video Editing. - Weihan Xu; Yimeng Ma; Jingyue Huang; Yang Li; Wenye Ma; Taylor Berg-Kirkpatrick; Julian J. McAuley; Paul Pu Liang; Hao-Wen Dong (CoRR, 2025)

MusiXQA: Advancing Visual Music Understanding in Multimodal Large Language Models. - Jian Chen; Wenye Ma; Penghang Liu; Wei Wang; Tengwei Song; Ming Li; Chenguang Wang; Ruiyi Zhang; Changyou Chen (CoRR, 2025)