Research Programmes
Books
- Goebel, R., Yu, H., Faltings, B., Fan, L. & Xiong, Z. (Eds.). (2023). Trustworthy Federated Learning. Lecture Notes in Artificial Intelligence, vol. 13448, p. 158. Springer, Cham.
- 杨强、黄安埠、刘洋、陈天健 《联邦学习实战》 电子工业出版社, p. 340 (2021).
- Yang, Q., Fan, L. & Yu, H. (Eds.). (2020). Federated Learning: Privacy and Incentive. Lecture Notes in Computer Science, vol. 12500, p. 282. Springer, Cham. (Google Scholar)
- 杨强、刘洋、程勇、 康炎、陈天健、于涵 《联邦学习》 电子工业出版社, p. 208 (2020).
- Yang, Q., Liu, Y., Cheng, Y., Kang, Y., Chen, T. & Yu, H. (2020). Federated Learning. Synthesis Lectures on Artificial Intelligence and Machine Learning. Springer, Cham, p. 189.
Upcoming Special Issues/Sessions
- Special Session on Trustworthy Federated Learning for Multimedia, the 2025 International Conference on Multimedia and Expo (ICME'25), Nantes, France, 2025.
- Special Issue on Trustworthy Federated Learning, IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023.
Workshops
- FL-AsiaCCS'25, Hanoi, Vietnam
- FL@FM-TheWebConf'25, Sydney, Australia
- FL@FM-NeurIPS'24, Vancouver, BC, Canada
- FL@FM-AJCAI'24, Melbourne, Australia
- FL@FM-IJCAI'24, Jeju Island, South Korea
- FL@FM-ICME'24, Niagara Falls, ON, Canada
- FL@FM-TheWebConf'24, Singapore
- FL@FM-Singapore'24, Singapore
- Flower AI Summit 2024, London, UK
- FL@FM-NeurIPS'23, New Orleans, LA, USA
- 2nd MBZUAI Workshop on Collaborative Learning: Empowering Sustainable Futures, Abu Dhabi, UAE
- FL@FM-AJCAI'23, Brisbane, Australia
- FL-IJCAI'23, Macau
- FL-KDD'23, Long Beach, CA, USA
- FL-ICML'23, Honolulu, HI, USA
- FLIRT-SIGIR'23, Taipei, Taiwan
- FLSys'23, Miami, FL, USA
- FLW@TheWebConf'23, Austin, TX, USA
- AI Technology School, 2022, Singapore
- FL-NeurIPS'22, New Orleans, LA, USA
- 1st MBZUAI Workshop on Collaborative Learning: From Theory to Practice, Abu Dhabi, UAE
- Canadian AI Federated Learning Workshop 2022, Toronto, ON, Canada
- FL-IJCAI'22, Vienna, Austria
- FL-AAAI-22, Vancouver, BC, Canada (Virtual)
- FL-NeurIPS'21 (Virtual)
- The Federated Learning Workshop, 2021, Paris, France (Hybrid)
- PDFL-EMNLP'21, Bilbao, Spain (Virtual)
- FTL-IJCAI'21, Montreal, QB, Canada (Virtual)
- DeepIPR-IJCAI'21, Montreal, QB, Canada (Virtual)
- FL-ICML'21 (Virtual)
- RSEML-AAAI-21 (Virtual)
- NeurIPS-SpicyFL'20, Vancouver, BC, Canada (Virtual)
- FL-IJCAI'20, Yokohama, Japan (Virtual)
- FL-ICML'20, Vienna, Austria (Virtual)
- FL-IBM'20, New York, NY, USA
- FL-NeurIPS'19, Vancouver, BC, Canada
- FL-IJCAI'19, Macau
- FL-Google'19, Seattle, WA, USA
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