Barzilai-Borwein Step Size for Stochastic Gradient Descent. - Conghui Tan; Shiqian Ma; Yu-Hong Dai; Yuqiu Qian (NIPS, 2016)

Stochastic Primal-Dual Method for Empirical Risk Minimization with O(1) Per-Iteration Complexity. - Conghui Tan; Tong Zhang 001; Shiqian Ma; Ji Liu (NeurIPS, 2018)

DSANLS: Accelerating Distributed Nonnegative Matrix Factorization via Sketching. - Yuqiu Qian; Conghui Tan; Nikos Mamoulis; David W. Cheung (WSDM, 2018)

Central Server Free Federated Learning over Single-sided Trust Social Networks. - Chaoyang He 001; Conghui Tan; Hanlin Tang; Shuang Qiu; Ji Liu 002 (CoRR, 2019)

Federated Acoustic Model Optimization for Automatic Speech Recognition. - Conghui Tan; Di Jiang; Huaxiao Mo; Jinhua Peng; Yongxin Tong; Weiwei Zhao; Chaotao Chen; Rongzhong Lian; Yuanfeng Song; Qian Xu 005 (DASFAA (3), 2020)

A De Novo Divide-and-Merge Paradigm for Acoustic Model Optimization in Automatic Speech Recognition. - Conghui Tan; Di Jiang; Jinhua Peng; Xueyang Wu 001; Qian Xu 005; Qiang Yang 001 (IJCAI, 2020)

Accelerated dual-averaging primal-dual method for composite convex minimization. - Conghui Tan; Yuqiu Qian; Shiqian Ma; Tong Zhang 001 (Optim. Methods Softw., 2020)

Memetic Federated Learning for Biomedical Natural Language Processing. - Xinya Zhou; Conghui Tan; Di Jiang; Bosen Zhang; Si Li 001; Yajing Xu; Qian Xu 005; Sheng Gao 001 (NLPCC (2), 2021)

A GDPR-compliant Ecosystem for Speech Recognition with Transfer, Federated, and Evolutionary Learning. - Di Jiang; Conghui Tan; Jinhua Peng; Chaotao Chen; Xueyang Wu 001; Weiwei Zhao; Yuanfeng Song; Yongxin Tong; Chang Liu 069; Qian Xu 005; Qiang Yang 001; Li Deng (ACM Trans. Intell. Syst. Technol., 2021)

A Platform for Deploying the TFE Ecosystem of Automatic Speech Recognition. - Yuanfeng Song; Rongzhong Lian; Yixin Chen; Di Jiang; Xuefang Zhao; Conghui Tan; Qian Xu 005; Raymond Chi-Wing Wong (ACM Multimedia, 2022)

Fast and Secure Distributed Nonnegative Matrix Factorization. - Yuqiu Qian; Conghui Tan; Danhao Ding; Hui Li 057; Nikos Mamoulis (IEEE Trans. Knowl. Data Eng., 2022)

Heterogeneous Latent Topic Discovery for Semantic Text Mining. - Yawen Li 001; Di Jiang; Rongzhong Lian; Xueyang Wu 001; Conghui Tan; Yi Xu 013; Zhiyang Su (IEEE Trans. Knowl. Data Eng., 2023)

Acoustic Model Optimization over Multiple Data Sources: Merging and Valuation. - Victor Junqiu Wei; Weicheng Wang; Di Jiang; Conghui Tan; Rongzhong Lian (CoRR, 2024)

Neural Moderation of ASMR Erotica Content in Social Networks. - Yixin Chen; Di Jiang; Conghui Tan; Yuanfeng Song; Chen Jason Zhang; Lei Chen 002 (IEEE Trans. Knowl. Data Eng., 2024)