ID | Tutorial Title | Format | Day | Time |
LS-1 | Hyperbolic Graph Neural Networks: A Tutorial on Methods and Applications | Lecture-Style | Sunday, August 6 | 9am – 12pm |
LS-7 | Trustworthy Transfer Learning: Transferability and Trustworthiness | Lecture-Style | Sunday, August 6 | 9am – 12pm |
HO-1 | Graph Neural Networks in TensorFlow | Hands-On | Sunday, August 6 | 9am – 12pm |
HO-2 | PyHealth: A Deep Learning Toolkit For Healthcare Applications | Hands-On | Sunday, August 6 | 9am – 12pm |
HO-7 | Practical design of performant recommender systems using large-scale linear programming-based global inference | Hands-On | Sunday, August 6 | 9am – 12pm |
HO-4 | Addressing Bias and Fairness in Machine Learning: A Practical Guide and Hands-on Tutorial | Hands-On | Sunday, August 6 | 9am – 12pm |
LS-2 | Causal Discovery from Temporal Data | Lecture-Style | Sunday, August 6 | 1pm – 4pm |
LS-3 | Trustworthy Machine Learning: Robustness, Generalization, and Interpretability | Lecture-Style | Sunday, August 6 | 1pm – 4pm |
LS-4 | XAI for Predictive Maintenance | Lecture-Style | Sunday, August 6 | 1pm – 4pm |
LS-5 | Graph Neural Networks: Foundation, Frontiers and Applications | Lecture-Style | Sunday, August 6 | 1pm – 4pm |
LS-6 | Mining of Real-world Hypergraphs: Patterns, Tools, and Generators | Lecture-Style | Sunday, August 6 | 1pm – 4pm |
LS-8 | Uncertainty Quantification in Deep Learning | Lecture-Style | Sunday, August 6 | 1pm – 4pm |
HO-5 | Explanations in AI: Methods, Stakeholders and Pitfalls | Hands-On | Sunday, August 6 | 1pm – 4pm |
LS-9 | Mining Electronic Health Records for Real-World Evidence | Lecture-Style | Tuesday, August 8 | 10am – 1pm |
LS-11 | Fairness in Graph Machine Learning: Recent Advances and Future Prospectives | Lecture-Style | Tuesday, August 8 | 10am – 1pm |
LS-13 | Fast Text Generation with Text-Editing Models | Lecture-Style | Tuesday, August 8 | 10am – 1pm |
HO-6 | AI Explainability 360 toolkit for Time-Series and Industrial use cases | Hands-On | Tuesday, August 8 | 10am – 1pm |
LS-10 | Data-centric AI: Techniques and Future Perspectives | Lecture-Style | Tuesday, August 8 | 2pm-5pm |
LS-12 | Training Large-scale Foundation Models on Emerging AI Chips | Lecture-Style | Tuesday, August 8 | 2pm-5pm |
LS-14 | How to DP-fy ML: A Practical Tutorial to Machine Learningwith Differential Privacy | Lecture-Style | Tuesday, August 8 | 2pm-5pm |
HO-3 | GraphStorm an easy-to-use and scalable Graph Neural Network Framework: from beginners to heroes | Hands-On | Tuesday, August 8 | 2pm-5pm |
LS-15 | Pretrained Language Representations for Text Understanding: A Weakly-Supervised Perspective | Lecture-Style | Wednesday, August 9 | 10am-1pm |
LS-17 | Knowledge-augmented Graph Machine Learning for Drug Discovery: from Precision to Interpretability | Lecture-Style | Wednesday, August 9 | 10am-1pm |
LS-19 | Tutorial: Towards Next-Generation Intelligent Assistants leveraging LLM techniques | Lecture-Style | Wednesday, August 9 | 10am-1pm |
LS-16 | Graph and Geometry Generative Modeling for Drug Discovery | Lecture-Style | Wednesday, August 9 | 2pm-5pm |
LS-18 | Socially Responsible Machine Learning: A Causal Perspective | Lecture-Style | Wednesday, August 9 | 2pm-5pm |
LS-20 | Large-Scale Graph Neural Networks: The Past and New Frontiers | Lecture-Style | Wednesday, August 9 | 2pm-5pm |
LS-21 | Precision Health in the Age of Large Language Models | Lecture-Style | Thursday, August 10 | 10am-1pm |
LS-22 | Knowledge Graph Reasoning and Its Applications | Lecture-Style | Thursday, August 10 | 10am-1pm |
LS-23 | Generative AI meets Responsible AI: Practical Challenges and Lessons Learned | Lecture-Style | Thursday, August 10 | 10am-1pm |
LS-25 | GETTING AN h-INDEX OF 100 IN 20 YEARS OR LESS! | Lecture-Style | Thursday, August 10 | 10am-1pm |
LS-26 | Privacy in Advertising: Analytics and Modeling | Lecture-Style | Thursday, August 10 | 10am-1pm |
LS-24 | Distributed Optimization for Big Data Analytics: Beyond Minimization | Lecture-Style | Thursday, August 10 | 10am-1pm |
HO-8 | Trustworthy Recommender Systems: Foundations and Frontiers | Hands-On | Thursday, August 10 | 10am-1pm |