Semi-supervised protein subcellular localization. - Qian Xu 005; Derek Hao Hu; Hong Xue 001; Weichuan Yu; Qiang Yang 001 (BMC Bioinform., 2009)

SimpleTrPPI: A simple method for transferring knowledge between interaction networks for PPI prediction. - Qian Xu 005; Derek Hao Hu; Qiang Yang 001; Hong Xue 001 (BIBM Workshops, 2010)

Protein-protein interaction prediction via Collective Matrix Factorization. - Qian Xu 005; Evan Wei Xiang; Qiang Yang 001 (BIBM, 2010)

Predicting chemical activities from structures by attributed molecular graph classification. - Qian Xu 005; Derek Hao Hu; Hong Xue 001; Qiang Yang 001 (CIBCB, 2010)

Multi-task learning for cross-platform siRNA efficacy prediction: an in-silico study. - Qi Liu 019; Qian Xu 005; Vincent Wenchen Zheng; Hong Xue 001; Zhi-Wei Cao; Qiang Yang 001 (BMC Bioinform., 2010)

Multi-platform gene-expression mining and marker gene analysis. - Qian Xu 005; Hong Xue 001; Qiang Yang 001 (Int. J. Data Min. Bioinform., 2011)

A Survey of Transfer and Multitask Learning in Bioinformatics. - Qian Xu 005; Qiang Yang 001 (J. Comput. Sci. Eng., 2011)

Multitask Learning for Protein Subcellular Location Prediction. - Qian Xu 005; Sinno Jialin Pan; Hannah Hong Xue; Qiang Yang 001 (IEEE ACM Trans. Comput. Biol. Bioinform., 2011)

SMS Spam Detection Using Noncontent Features. - Qian Xu 005; Evan Wei Xiang; Qiang Yang 001; Jiachun Du; Jieping Zhong (IEEE Intell. Syst., 2012)

Federated Topic Modeling. - Di Jiang; Yuanfeng Song; Yongxin Tong; Xueyang Wu 001; Weiwei Zhao; Qian Xu 005; Qiang Yang 001 (CIKM, 2019)

Chameleon: A Language Model Adaptation Toolkit for Automatic Speech Recognition of Conversational Speech. - Yuanfeng Song; Di Jiang; Weiwei Zhao; Qian Xu 005; Raymond Chi-Wing Wong; Qiang Yang 001 (EMNLP/IJCNLP (3), 2019)

Topic-Aware Dialogue Speech Recognition with Transfer Learning. - Yuanfeng Song; Di Jiang; Xueyang Wu 001; Qian Xu 005; Raymond Chi-Wing Wong; Qiang Yang 001 (INTERSPEECH, 2019)

Federated Reinforcement Learning. - Hankz Hankui Zhuo; Wenfeng Feng 001; Qian Xu 005; Qiang Yang 001; Yufeng Lin (CoRR, 2019)

L2RS: A Learning-to-Rescore Mechanism for Automatic Speech Recognition. - Yuanfeng Song; Di Jiang; Xuefang Zhao; Qian Xu 005; Raymond Chi-Wing Wong; Lixin Fan; Qiang Yang 001 (CoRR, 2019)

Understanding User Perceptions of Robot's Delay, Voice Quality-Speed Trade-off and GUI during Conversation. - Zhenhui Peng; Kaixiang Mo; Xiaogang Zhu; Junlin Chen; Zhijun Chen; Qian Xu 005; Xiaojuan Ma (CHI Extended Abstracts, 2020)

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)

GoldenRetriever: A Speech Recognition System Powered by Modern Information Retrieval. - Yuanfeng Song; Di Jiang; Xiaoling Huang; Yawen Li 001; Qian Xu 005; Raymond Chi-Wing Wong; Qiang Yang 001 (ACM Multimedia, 2020)

Graph Random Neural Networks for Semi-Supervised Learning on Graphs. - Wenzheng Feng; Jie Zhang 078; Yuxiao Dong; Yu Han 001; Huanbo Luan; Qian Xu 005; Qiang Yang 001; Evgeny Kharlamov; Jie Tang 001 (NeurIPS, 2020)

Graph Random Neural Network. - Wenzheng Feng; Jie Zhang 078; Yuxiao Dong; Yu Han 001; Huanbo Luan; Qian Xu 005; Qiang Yang 001; Jie Tang 001 (CoRR, 2020)

A Health-friendly Speaker Verification System Supporting Mask Wearing. - Chaotao Chen; Di Jiang; Jinhua Peng; Rongzhong Lian; Chen Jason Zhang; Qian Xu 005; Lixin Fan; Qiang Yang 001 (AAAI, 2021)

L2RS: A Learning-to-Rescore Mechanism for Hybrid Speech Recognition. - Yuanfeng Song; Di Jiang; Xuefang Zhao; Qian Xu 005; Raymond Chi-Wing Wong; Lixin Fan; Qiang Yang 001 (ACM Multimedia, 2021)

SmartMeeting: Automatic Meeting Transcription and Summarization for In-Person Conversations. - Yuanfeng Song; Di Jiang; Xuefang Zhao; Xiaoling Huang; Qian Xu 005; Raymond Chi-Wing Wong; Qiang Yang 001 (ACM Multimedia, 2021)

SmartSales: An AI-Powered Telemarketing Coaching System in FinTech. - Yuanfeng Song; Xuefang Zhao; Di Jiang; Xiaoling Huang; Weiwei Zhao; Qian Xu 005; Raymond Chi-Wing Wong; Qiang Yang 001 (ACM Multimedia, 2021)

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)

SecureBoost+ : A High Performance Gradient Boosting Tree Framework for Large Scale Vertical Federated Learning. - Weijing Chen; Guoqiang Ma; Tao Fan 002; Yan Kang 001; Qian Xu 005; Qiang Yang 001 (CoRR, 2021)

FATE: An Industrial Grade Platform for Collaborative Learning With Data Protection. - Yang Liu 165; Tao Fan 002; Tianjian Chen; Qian Xu 005; Qiang Yang 001 (J. Mach. Learn. Res., 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)

Industrial Federated Topic Modeling. - Di Jiang; Yongxin Tong; Yuanfeng Song; Xueyang Wu 001; Weiwei Zhao; Jinhua Peng; Rongzhong Lian; Qian Xu 005; Qiang Yang 001 (ACM Trans. Intell. Syst. Technol., 2021)

Contribution-Aware Federated Learning for Smart Healthcare. - Zelei Liu; Yuanyuan Chen; Yansong Zhao; Han Yu 001; Yang Liu 165; Renyi Bao; Jinpeng Jiang; Zaiqing Nie; Qian Xu 005; Qiang Yang 001 (AAAI, 2022)

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)

WrapperFL: A Model Agnostic Plug-in for Industrial Federated Learning. - Xueyang Wu 001; Shengqi Tan; Qian Xu 005; Qiang Yang 001 (CoRR, 2022)

An Efficient Industrial Federated Learning Framework for AIoT: A Face Recognition Application. - Youlong Ding; Xueyang Wu 001; Zhitao Li 005; Zeheng Wu; Shengqi Tan; Qian Xu 005; Weike Pan; Qiang Yang 001 (CoRR, 2022)

FedNP: Towards Non-IID Federated Learning via Federated Neural Propagation. - Xueyang Wu 001; Hengguan Huang; Youlong Ding; Hao Wang 014; Ye Wang 007; Qian Xu 005 (AAAI, 2023)

Enhance Mono-modal Sentiment Classification with Federated Cross-modal Transfer. - Xueyang Wu 001; Di Jiang; Yuanfeng Song; Qian Xu 005; Qiang Yang 001 (IEEE Data Eng. Bull., 2023)

CAreFL: Enhancing smart healthcare with Contribution-Aware Federated Learning. - Zelei Liu; Yuanyuan Chen; Yansong Zhao; Han Yu 001; Yang Liu 165; Renyi Bao; Jinpeng Jiang; Zaiqing Nie; Qian Xu 005; Qiang Yang 001 (AI Mag., 2023)

FedCORE: Federated Learning for Cross-Organization Recommendation Ecosystem. - Zhitao Li 005; Xueyang Wu 001; Weike Pan; Youlong Ding; Zeheng Wu; Shengqi Tan; Qian Xu 005; Qiang Yang 001; Zhong Ming 001 (IEEE Trans. Knowl. Data Eng., 2024)