Qiang Yang

Research interests

Publications

• A Survey on Evaluation of Large Language Models

  ACM Transactions on Intelligent Systems and Technology · 2024 · https://doi.org/10.1145/3641289

• Realizing the Metaverse with Edge Intelligence: A Match Made in Heaven

  IEEE Wireless Communications · 2022 · https://doi.org/10.1109/mwc.018.2100716

• A Full Dive Into Realizing the Edge-Enabled Metaverse: Visions, Enabling Technologies, and Challenges

  IEEE Communications Surveys & Tutorials · 2022 · 10.1109/comst.2022.3221119

• A Survey on Multi-Task Learning

  IEEE Transactions on Knowledge and Data Engineering · 2021 · 10.1109/tkde.2021.3070203

• A Secure Federated Transfer Learning Framework

  IEEE Intelligent Systems · 2020 · 10.1109/mis.2020.2988525

• Federated Learning in Mobile Edge Networks: A Comprehensive Survey

  IEEE Communications Surveys & Tutorials · 2020 · https://doi.org/10.1109/comst.2020.2986024

• Hierarchical Incentive Mechanism Design for Federated Machine Learning in Mobile Networks

  IEEE Internet of Things Journal · 2020 · https://doi.org/10.1109/jiot.2020.2985694

• Federated Machine Learning

  ACM Transactions on Intelligent Systems and Technology · 2019 · https://doi.org/10.1145/3298981

• Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting

  Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · https://doi.org/10.1609/aaai.v33i01.33013656

• Federated Machine Learning: Concept and Applications

  arXiv (Cornell University) · 2019 · 10.48550/arxiv.1902.04885

• A Survey on Multi-Task Learning

  arXiv (Cornell University) · 2017 · 10.48550/arxiv.1707.08114

• An overview of multi-task learning

  National Science Review · 2017 · 10.1093/nsr/nwx105

• Proceedings of the 24th International Conference on Artificial Intelligence

  International Conference on Artificial Intelligence · 2015

• Cross-domain sentiment classification via spectral feature alignment

  Journal · 2010 · 10.1145/1772690.1772767

• Collaborative location and activity recommendations with GPS history data

  Journal · 2010 · 10.1145/1772690.1772795

• A Survey on Transfer Learning

  IEEE Transactions on Knowledge and Data Engineering · 2009 · https://doi.org/10.1109/tkde.2009.191

• One-Class Collaborative Filtering

  Journal · 2008 · 10.1109/icdm.2008.16

• Transfer learning via dimensionality reduction

  Rare & Special e-Zone (The Hong Kong University of Science and Technology) · 2008

• Boosting for transfer learning

  Journal · 2007 · 10.1145/1273496.1273521

• Top 10 algorithms in data mining

  Knowledge and Information Systems · 2007 · https://doi.org/10.1007/s10115-007-0114-2

• 10 CHALLENGING PROBLEMS IN DATA MINING RESEARCH

  International Journal of Information Technology & Decision Making · 2006 · 10.1142/s0219622006002258

• Graph Embedding and Extensions: A General Framework for Dimensionality Reduction

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2006 · https://doi.org/10.1109/tpami.2007.250598

• Scalable collaborative filtering using cluster-based smoothing

  Journal · 2005 · 10.1145/1076034.1076056

Current projects

No projects listed.