Invited Talks

- 2024 -

1. H. Yu, “Building Multi-Foundation Agent Systems through Trustworthy Auction-based Federated Learning”, International Workshop on Federated Learning and Foundation Models for Multi-Media (FL@FM-ICME'24), Niagara Falls, ON, Canada, 2024.

2. H. Yu, “Towards Trustworthy Federated Learning”, The 1st Workshop on Decentralised Search and Recommendation (DeSeRe’24), the 2024 Web Conference (TheWebConf’24), Singapore, 2024.

3. H. Yu, “Building Ethics into Technical AI Frames”, IEEE Education Week, 2024.

4. H. Yu, “Towards Personalized Federated Learning”, WeBank, Shenzhen, China, 2024.

5. H. Yu, “Towards Personalized Federated Learning”, TrustML Workshop, The University of British Columbia, Vancouver, BC, Canada, 2024.

- 2023 -

6. H. Yu, “Towards Auction-based Federated Learning”, invited talk at the 2nd MBZUAI Workshop on Collaborative Learning: Empowering Sustainable Futures, Abu Dhabi, UAE, 2023.

7. H. Yu, “Towards Auction-based Federated Learning”, invited talk at the Winter School on Trustworthy Federated Learning, Hangzhou, China, 2023.

8. H. Yu, “Towards Trustworthy Federated Learning”, invited talk at the Workshop on Social Trust in AI in East Asian Countries and in the UK, Singapore, 2023.

9. H. Yu, "Towards Trustworthy Federated Learning”, invited talk at the World Customs Organization (WCO) Technology Conference and Exhibition, Hanoi, Vietnam, 2023.

10. H. Yu, "Towards Trustworthy Federated Learning”, invited talk at the Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China, 2023.

11. H. Yu, "Towards Trustworthy Federated Learning”, invited talk at Beihang University, Beijing, China, 2023.

12. H. Yu, "Towards Trustworthy Federated Learning”, keynote talk at the 6th International Conference on Crowd Science and Engineering (ICCSE'23), Singapore, 2023.

13. H. Yu, "Towards Trustworthy Federated Learning”, invited talk at University of Technology Sydney, Australia, 2023.

14. H. Yu, "Contribution and Fairness-Aware Federated Learning”, invited talk at Workshop on Decentralized and Collaborative Learning at MLSys'23, Miami, FL, USA, 2023.

15. H. Yu, "Towards Trustworthy Federated Learning”, invited talk at Xidian University, Xi'an, China, 2023.

- 2022 -

16. H. Yu, "Towards Trustworthy Federated Learning”, invited talk at the 1st Summer School on Artificial Intelligence, Singapore, 2022.

17. H. Yu, "Contribution and Fairness-Aware Federated Learning”, invited talk at IJCAI'22 China, Shenzhen, China, 2022.

18. H. Yu, “Towards Trustworthy Federated Learning”, invited talk at the 1st MBZUAI Workshop on Collaborative Learning: From Theory to Practice, Abu Dhabi, UAE, 2022.

19. H. Yu, "Towards Trustworthy Federated Learning”, invited talk at the AIxImpact Conference, Singapore, 2022.

- 2021 -

20. H. Yu, "Towards a Trustworthy Federated Learning Ecosystem", invited talk at the KDD'21 Trust Day, Singapore, 2021.

21. H. Yu, "Ethics of AI: Policy Guidance", invited talk at the Asian Productivity Organization (APO), Tokyo, Japan, 2021.

22. H. Yu, "Towards a Federated Learning Ecosystem", invited talk at the Industry-University Research Alliance for Knowledge Federation (AFK) Workshop, Beijing, China, 2021.

- 2020 -

23. H. Yu, "Towards Trustworthy Federated Learning", invited talk at Temasek Foundation, Singapore, 2020.

24. H. Yu, "Towards a Federated Learning Ecosystem", invited talk at China University of Mining and Technology, Xuzhou, Jiangsu, China, 2020.

25. H. Yu, "Towards a Federated Learning Ecosystem", invited talk at Southern University of Science and Technology, Shenzhen, Guangdong, China, 2020.

26. H. Yu, "Towards a Federated Learning Ecosystem", invited talk at the Forum of Federated Learning, ENN Group, Beijing, China, 2020.

27. H. Yu & C. Miao, "Collaborative Research Effort to Combat COVID-19 with AI", invited talk at the EU-ASEAN Webinar - High Performance Computing (HPC)-COVID-19, Jakarta, Indonesia, 2020.

28. H. Yu, "Introduction to AI and Federated Learning", invited talk at Xidian University, Xi'an, China, 2020.

29. H. Yu, "Federated Learning Incentive Research", invited talk at Northeastern University, Shenyang, China, 2020.

30. H. Yu, "AI Applications: Fighting COVID-19," EnVision e-Talk Series, 2020.

31. H. Yu, "Towards a Framework for Federated Learning Incentive Mechanism Design Research," invited talk at the CCF YOCSEF Shenzhen Forum on Federated Learning - the Last Mile of AI?, 2020. (Certificate)

- 2019 -

32. H. Yu, "Towards Human-Agent Collectives," invited talk at Beihang University, Beijing, China, 2019.

33. H. Yu, "Towards Human-Agent Collectives," invited talk at WeBank, Shenzhen, Guangdong, China, 2019.

34. H. Yu, "Incentive Mechanism Design for Federated Learning," invited talk at the Google Workshop on Federated Learning and Analytics, Seattle, WA, USA, 2019.

35. H. Yu, "Federated Machine Learning: Large-scale Operation and Incentive Design," invited talk at the NTU-Inspur Workshop on AI/Cloud Computing/Smart City, Singapore, 2019.

36. H. Yu, "Game Theoretic Research in Federated Machine Learning," invited talk at the 14th CCF Technology Frontier on Federated Machine Learning, Shenzhen, Guangdong, China, 2019. (EO Reporting, AI研习社报道)

- 2018 -

37. H. Yu, "Complex Decision Support in the Sharing Economy," invited talk at WeBank, Shenzhen, Guangdong, China, 2018.

38. H. Yu, "Opportunistic Work-Rest Scheduling - Ethically Aligned AI for Productive Aging," invited talk at the Workshop on AI Inspired Crowd Science and Engineering, Shandong University, Jinan, Shandong, China, 2018.

39. H. Yu, "Human-AI Interaction in Smart City Applications," public lecture at the ASPIRE Student Workshop, Singapore, 2018.

40. H. Yu, "Building Ethics into Artificial Intelligence," invited talk at the Workshop Towards Human Level General AI, A*STAR, Singapore, 2018.

41. C. Miao & H. Yu, "AI-empowered Ageless Aging," invited talk at the NTU-UK Workshop on AI for Security and Beyond, Nanyang Technological University (NTU), Singapore, 2018.

42. H. Yu, "AI-empowered Ageless Aging," invited talk at the NTU-USYD Launch Workshop, Nanyang Technological University (NTU), Singapore, 2018.

43. H. Yu, "Stochastic Optimization for Human Resource Management," invited talk at the Joint NTU-Alibaba Workshop on Emerging Topics of AI, Nanyang Technological University (NTU), Singapore, 2018.

44. C. Miao, H. Yu & C. Leung, "Technology Empowered Ageless Aging," invited talk at the Digital Economy Seminar, United Nations Development Programme, Singapore, 2018.

45. H. Yu, "Towards City AI: Data-driven Algorithmic Management," invited talk at the Joint Alibaba-NTU Workshop on Emerging AI, Alibaba, Hangzhou, Zhejiang, China 2018.

- 2017 -

46. H. Yu, "Stochastic Optimization for Data-driven Algorithmic Management," invited talk at the NTU-Ant Financial Joint Workshop, Nanyang Technological University (NTU), Singapore, 2017.

47. H. Yu, "Algorithmic Management in Crowdsourcing," invited talk at the School of Computer Science and Technology, Shandong University, Jinan, Shandong, China, 2017.

48. H. Yu, "Algorithmic Management and its Applications in e-Government Service Provision," invited talk at Dareway Software Co. Ltd, Jinan, Shandong, China, 2017.

49. H. Yu, "Intelligently Managing the Collective Effort of Community Teaching Assistants in MOOCs through Smart Decision Support," invited talk at the 2nd PKU-NTU Workshop on AI+, Guangzhou, Guangdong, China, 2017.

50. H. Yu, "AI-Powered Nursing Care for Senior Citizens," invited talk at the inaugural Innovating Care Conference, Singapore, 2017.

51. H. Yu, "AI-Powered Crowd-computing (AIPC)," invited talk at the Joint Research Institute (JRI), Sino-Singapore Guangzhou Knowledge City (SSGKC), Guangzhou, Guangdong, China, 2017.

52. H. Yu, "AI-Powered Crowd-computing (AIPC)," invited talk at the School of Computer Science and Engineering (SCSE), Nanyang Technological University (NTU), Singapore, 2017.

- 2016 -

53. H. Yu, "Crowd Computing for Productive Aging," invited talk at the IPS-CFE Conference on the Future Economy of Singapore, Lee Kuan Yew School of Public Policy, Singapore, 2016.

54. H. Yu, "Open Participatory Education in MOOCs," invited talk at the NTU-PKU Joint Research Institute Workshop on Learning @ Scale, Singapore, 2016.

55. H. Yu, "Open Participatory Education in MOOCs," invited talk at the University of Melbourne, Melbourne, VIC, Australia, 2016.

- 2015 -

56. H. Yu, "An Introduction to Gerontechnology Research," invited talk at the College of Computer Science and Technology, Jilin University, Changchun, Jilin, China, 2015.

57. H. Yu, "An Introduction to Crowd Science Innovations," invited talk at the Joint Tsinghua-NTU Workshop on Crowd Science Innovations, Tsinghua University, Beijing, China, 2015.

- 2014 -

58. Q. Wu and H. Yu, "A Curious Virtual Companion Agent with Fast Learning Capability," invited talk at the 2014 LILY Workshop on Ageless Aging, Singapore, 2014.

59. C. Miao, H. Yu and H. Lin, "Human-Agent Interaction," invited talk at the September Monthly Human Computer Interaction Workshop, Keio-NUS CUTE Center, National University of Singapore (NUS), Singapore, 2014.

60. H. Yu, "Efficient Reputation-aware Task Allocation among Resource Constrained Service Providers," invited talk at the Nanyang Technological University - Fudan University Joint Workshop on Human Media and Human Computation, Singapore, 2014.

61. C. Miao, H. Yu, Z. Shen, B. An and C. Leung, "Crowdsourced Human Computation," invited talk at the ICICS/ECE/IEEE Workshop on Future Communications and Media Systems, the University of British Columbia, Vancouver, BC, Canada, 2014.