Multi-chain Fudan-CCDC model for COVID-19 - a revisit to Singapore's case. - Hanshuang Pan; Nian Shao; Yue Yan; Xinyue Luo; Shufen Wang; Ling Ye; Jin Cheng 003; Wenbin Chen 006 (Quant. Biol., 2020)

RCT: Random consistency training for semi-supervised sound event detection. - Nian Shao; Erfan Loweimi; Xiaofei Li (INTERSPEECH, 2022)

Mixhead: Breaking the low-rank bottleneck in multi-head attention language models. - Zhong Zhang 004; Nian Shao; Chongming Gao; Rui Miao; Qinli Yang; Junming Shao (Knowl. Based Syst., 2022)

Self-supervised Audio Teacher-Student Transformer for Both Clip-level and Frame-level Tasks. - Xian Li; Nian Shao; Xiaofei Li (CoRR, 2023)

Convergence Analysis of Newton-Schur Method for Symmetric Elliptic Eigenvalue Problem. - Nian Shao; Wenbin Chen 006 (SIAM J. Numer. Anal., 2023)

A locally optimal preconditioned Newton-Schur method for symmetric elliptic eigenvalue problems. - Wenbin Chen 006; Nian Shao; Xuejun Xu (Math. Comput., 2023)

Frame-Wise Streaming end-to-end Speaker Diarization with Non-Autoregressive Self-Attention-Based Attractors. - Di Liang; Nian Shao; Xiaofei Li (ICASSP, 2024)

Fine-Tune the Pretrained ATST Model for Sound Event Detection. - Nian Shao; Xian Li; Xiaofei Li (ICASSP, 2024)

RealMAN: A Real-Recorded and Annotated Microphone Array Dataset for Dynamic Speech Enhancement and Localization. - Bing Yang; Changsheng Quan; Yabo Wang; Pengyu Wang; Yujie Yang; Ying Fang; Nian Shao; Hui Bu; Xin Xu; Xiaofei Li (NeurIPS, 2024)

A randomized small-block Lanczos method for large-scale null space computations. - Daniel Kressner; Nian Shao (CoRR, 2024)

A preconditioned inverse iteration with an improved convergence guarantee. - Foivos Alimisis; Daniel Kressner; Nian Shao; Bart Vandereycken (CoRR, 2024)

Self-Supervised Audio Teacher-Student Transformer for Both Clip-Level and Frame-Level Tasks. - Xian Li; Nian Shao; Xiaofei Li 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

EPIC: A Provable Accelerated Eigensolver Based on Preconditioning and Implicit Convexity. - Nian Shao; Wenbin Chen 006; Zhaojun Bai (SIAM J. Matrix Anal. Appl., 2025)

CleanMel: Mel-Spectrogram Enhancement for Improving Both Speech Quality and ASR. - Nian Shao; Rui Zhou; Pengyu Wang; Xian Li; Ying Fang; Yujie Yang; Xiaofei Li (CoRR, 2025)

Riemannian acceleration with preconditioning for symmetric eigenvalue problems. - Nian Shao; Wenbin Chen 006 (Numerische Mathematik, 2025)

A structural bound for cluster robustness of randomized small-block Lanczos. - Nian Shao (CoRR, 2025)