Robust RLS via the nonconvex sparsity prompting penalties of outlier components. - Longshuai Xiao; Ming Wu 005; Jun Yang 004; Jing Tian (ChinaSIP, 2015)

A new efficient filtered-x affine projection sign algorithm for active control of impulsive noise. - Longshuai Xiao; Ming Wu 005; Jun Yang 004 (Signal Process., 2016)

Deep Neural Network-Based Generalized Sidelobe Canceller for Robust Multi-Channel Speech Recognition. - Guanjun Li; Shan Liang; Shuai Nie; Wenju Liu; Zhanlei Yang; Longshuai Xiao (INTERSPEECH, 2020)

Microphone Array Post-Filter for Target Speech Enhancement Without a Prior Information of Point Interferers. - Guanjun Li; Shan Liang; Shuai Nie; Wenju Liu; Zhanlei Yang; Longshuai Xiao (INTERSPEECH, 2020)

Masking-based Neural Beamformer for Multichannel Speech Enhancement. - Shuai Nie; Shan Liang; Zhanlei Yang; Longshuai Xiao; Wenju Liu; Jianhua Tao 001 (ISCSLP, 2022)

USED: Universal Speaker Extraction and Diarization. - Junyi Ao; Mehmet Sinan Yildirim; Meng Ge; Shuai Wang 016; Ruijie Tao; Yanmin Qian; Liqun Deng; Longshuai Xiao; Haizhou Li 001 (CoRR, 2023)

LLaSE-G1: Incentivizing Generalization Capability for LLaMA-based Speech Enhancement. - Boyi Kang; Xinfa Zhu; Zihan Zhang; Zhen Ye; Mingshuai Liu; Ziqian Wang; Yike Zhu; Guobin Ma; Jun Chen; Longshuai Xiao; Chao Weng; Wei Xue; et al. (ACL (1), 2025)

LLaSE-G1: Incentivizing Generalization Capability for LLaMA-based Speech Enhancement. - Boyi Kang; Xinfa Zhu; Zihan Zhang; Zhen Ye; Mingshuai Liu; Ziqian Wang; Yike Zhu; Guobin Ma; Jun Chen; Longshuai Xiao; Chao Weng; Wei Xue 002; et al. (CoRR, 2025)