AISHELL-1: An open-source Mandarin speech corpus and a speech recognition baseline. - Hui Bu; Jiayu Du; Xingyu Na; Bengu Wu; Hao Zheng (O-COCOSDA, 2017)

AISHELL-2: Transforming Mandarin ASR Research Into Industrial Scale. - Jiayu Du; Xingyu Na; Xuechen Liu; Hui Bu (CoRR, 2018)

GigaSpeech: An Evolving, Multi-Domain ASR Corpus with 10, 000 Hours of Transcribed Audio. - Guoguo Chen; Shuzhou Chai; Guan-Bo Wang; Jiayu Du; Wei-Qiang Zhang; Chao Weng; Dan Su 002; Daniel Povey; Jan Trmal; Junbo Zhang; Mingjie Jin; Sanjeev Khudanpur; et al. (Interspeech, 2021)

GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10, 000 Hours of Transcribed Audio. - Guoguo Chen; Shuzhou Chai; Guanbo Wang; Jiayu Du; Wei-Qiang Zhang; Chao Weng; Dan Su 002; Daniel Povey; Jan Trmal; Junbo Zhang; Mingjie Jin; Sanjeev Khudanpur; et al. (CoRR, 2021)

Research on Secret Sharing for Cyberspace Mimic Defense. - Shu Han; Wei Guo 018; Jiayu Du; Fan Zhang 044; Hongle Lei; Qiulong Yang (ICCCS, 2023)

GAMBD: Generating adversarial malware against MalConv. - Kun Li; Wei Guo 018; Fan Zhang 044; Jiayu Du (Comput. Secur., 2023)

Generate Usable Adversarial Examples via Simulating Additional Light Sources. - Chen Xi; Guo Wei; Zhang Fan; Jiayu Du (Neural Process. Lett., 2023)

SpeechColab Leaderboard: An Open-Source Platform for Automatic Speech Recognition Evaluation. - Jiayu Du; Jinpeng Li; Guoguo Chen; Wei-Qiang Zhang (CoRR, 2024)

Harnessing dynamic heterogeneous redundancy to empower deep learning safety and security. - Fan Zhang 044; Xi Chen; Wei Huang 035; Jiangxing Wu; Zijie Zhang 007; Chenyu Zhou; Jianpeng Li; Ziwen Peng; Wei Guo; Guangze Yang; Xinyuan Miao; Ruiyang Huang; et al. (Secur. Saf., 2024)

Correction: Adversarial defence by learning differentiated feature representation in deep ensemble. - Xi Chen 112; Wei Huang 035; Wei Guo 018; Fan Zhang 044; Jiayu Du; Zhizhong Zhou (Mach. Vis. Appl., 2024)

Adversarial defence by learning differentiated feature representation in deep ensemble. - Xi Chen 112; Huang Wei; Wei Guo 018; Fan Zhang 044; Jiayu Du; Zhizhong Zhou (Mach. Vis. Appl., 2024)

SpeechColab leaderboard: An open-source platform for automatic speech recognition evaluation. - Jiayu Du; Jinpeng Li; Guoguo Chen; Weiqiang Zhang 001 (Comput. Speech Lang., 2025)

PTME: A Regular Expression Matching Engine Based on Speculation and Enumerative Computation on FPGA. - Mingqian Sun; Guangwei Xie; Fan Zhang 044; Wei Guo 018; Xitian Fan; Tianyang Li; Li Chen; Jiayu Du (ACM Trans. Reconfigurable Technol. Syst., 2025)

FPGA-Based Large-Scale Sorting with Optimized Bandwidth Utilization. - Mingqian Sun; Guangwei Xie; Fan Zhang 044; Wei Guo 018; Xitian Fan; Li Chen; Jiayu Du (ACM Trans. Reconfigurable Technol. Syst., 2025)

Enhancing configuration security with heterogeneous read points. - Xianglong Kong; Qiyu Liu; Wei Huang; Jiayu Du; Hongfa Li; Wen Ji; Fan Zhang (J. Cloud Comput., 2025)