{"id":1883,"date":"2025-05-23T19:50:20","date_gmt":"2025-05-23T19:50:20","guid":{"rendered":"https:\/\/kdd2025.kdd.org\/?page_id=1883"},"modified":"2025-07-25T18:03:15","modified_gmt":"2025-07-25T18:03:15","slug":"tutorials","status":"publish","type":"page","link":"https:\/\/kdd2025.kdd.org\/tutorials\/","title":{"rendered":"Tutorials"},"content":{"rendered":"\n
ID<\/th>Name<\/th>Type<\/th>Date<\/th>Time<\/th><\/tr><\/thead>
5<\/td>A Hands-on Tutorial on Time Series Imputation with ImputeGAP<\/a><\/td>Hands-on<\/td>Monday, August 4<\/td>1:00 PM- 4:00 PM<\/td><\/tr>
14<\/td>A Survey of WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation Models<\/a><\/td>Lecture-style<\/td>Monday, August 4<\/td>8:00 AM – 11:00 AM<\/td><\/tr>
63<\/td>Model Extraction Attack and Defense for Large Language Models: Recent Advances, Challenges, and Future Perspectives<\/a><\/td>Lecture-style<\/td>Sunday, August 3<\/td>1:00 PM- 4:00 PM<\/td><\/tr>
32<\/td>A Survey on Trustworthy LLM Agents: Threats and Countermeasures<\/a><\/td>Lecture-style<\/td>Sunday, August 3<\/td>1:00 PM- 4:00 PM<\/td><\/tr>
37<\/td>A Tutorial on Small Language Models in the Era of Large Language Models: Architecture, Capabilities, and Trustworthiness<\/a><\/td>Lecture-style<\/td>Sunday, August 3<\/td>8:00 AM – 11:00 AM<\/td><\/tr>
45<\/td>Advances in Time-Series Anomaly Detection<\/a><\/td>Lecture-style<\/td>Sunday, August 3<\/td>8:00 AM – 11:00 AM<\/td><\/tr>
10<\/td>Beyond Input Attribution: A Hands-On Tutorial to Concept-Based Explainable AI and Mechanistic Interpretability<\/a><\/td>Hands-on<\/td>Monday, August 4<\/td>1:00 PM- 4:00 PM<\/td><\/tr>
11<\/td>Boost the Performance of Tabular Data Models with GPU-Accelerated Feature Engineering<\/a><\/td>Hands-on<\/td>Monday, August 4<\/td>8:00 AM – 11:00 AM<\/td><\/tr>
2<\/td>CausalBench: Causal Learning Research Streamlined<\/a><\/td>Hands-on<\/td>Monday, August 4<\/td>8:00 AM – 11:00 AM<\/td><\/tr>
25<\/td>Data Heterogeneity Modeling for Trustworthy Machine Learning<\/a><\/td>Lecture-style<\/td>Monday, August 4<\/td>8:00 AM – 11:00 AM<\/td><\/tr>
58<\/td>Deep Learning in the Frequency Domain: Advances, Challenges, and Applications for Time Series Analysis<\/a><\/td>Lecture-style<\/td>Sunday, August 3<\/td>8:00 AM – 11:00 AM<\/td><\/tr>
13<\/td>Diffusion Models for Recommender Systems: From Content Distribution To Content Creation<\/s><\/a> <\/s>(Cancelled)<\/strong><\/mark><\/td>Lecture-style<\/s><\/td>Monday, August 4<\/s><\/td>1:00 PM- 4:00 PM<\/s><\/td><\/tr>
4<\/td>Enhancing Digital Forensics Evidence Analysis with Large Language Models<\/a><\/td>Hands-on<\/td>Sunday, August 3<\/td>1:00 PM- 4:00 PM<\/td><\/tr>
56<\/td>Evaluation and Benchmarking of AI Agents: A Survey<\/a><\/td>Lecture-style<\/td>Sunday, August 3<\/td>1:00 PM- 4:00 PM<\/td><\/tr>
7<\/td>Finding Repeated Structures in Time Series: Algorithms and Applications<\/a><\/td>Lecture-style<\/td>Monday, August 4<\/td>1:00 PM- 4:00 PM<\/td><\/tr>
10<\/td>Foundation Models for Spatio-Temporal Data Science: A Tutorial and Survey<\/a><\/td>Lecture-style<\/td>Monday, August 4<\/td>8:00 AM – 11:00 AM<\/td><\/tr>
50<\/td>Graph Foundation Models: Challenges, Methods, and Open Questions<\/a><\/td>Lecture-style<\/td>Sunday, August 3<\/td>8:00 AM – 11:00 AM<\/td><\/tr>
22<\/td>Graph ODEs and Beyond: A Comprehensive Survey on Integrating Differential Equations with Graph Neural Networks<\/a><\/td>Lecture-style<\/td>Sunday, August 3<\/td>1:00 PM- 4:00 PM<\/td><\/tr>
46<\/td>Graph Prompting for Graph Learning Models: Recent Advances and Future Directions<\/a><\/td>Lecture-style<\/td>Monday, August 4<\/td>1:00 PM- 4:00 PM<\/td><\/tr>
44<\/td>Hyperbolic Deep Learning for Foundation Models: A Tutorial<\/a><\/td>Lecture-style<\/td>Monday, August 4<\/td>1:00 PM- 4:00 PM<\/td><\/tr>
12<\/td>Large Language Model Enhanced Recommender Systems: Methods, Applications and Trends<\/a><\/td>Lecture-style<\/td>Sunday, August 3<\/td>8:00 AM – 11:00 AM<\/td><\/tr>
15<\/td><\/a>MedKLM: Unifying Large Language Models and Knowledge Graphs for Medicine and Healthcare<\/a><\/td>Lecture-style<\/td>Monday, August 4<\/td>1:00 PM – 4:00 PM<\/td><\/tr>
12<\/td>MEDS: Building Models and Tools in a Reproducible Health AI Ecosystem<\/a><\/td>Hands-on<\/td>Sunday, August 3<\/td>8:00 AM – 11:00 AM<\/td><\/tr>
48<\/td>Multi-Modal Time Series Analysis: Data, Methods, and Applications<\/a><\/td>Lecture-style<\/td>Monday, August 4<\/td>1:00 PM- 4:00 PM<\/td><\/tr>
7<\/td>Practical Guidance and Tutorial on Incentivizing Reasoning in LLMs using Distillation and Reinforcement Learning<\/a><\/td>Hands-on<\/td>Monday, August 4<\/td>1:00 PM – 4:00 PM<\/td><\/tr>
19<\/td>Relational Deep Learning: Challenges, Foundations and Next-Generation Architectures<\/a><\/td>Lecture-style<\/td>Monday, August 4<\/td>8:00 AM- 11:00 AM<\/td><\/tr>
18<\/td>Retrieval And Structuring Augmented Generation with Large Language Models<\/a><\/td>Lecture-style<\/td>Sunday, August 3<\/td>1:00 PM- 4:00 PM<\/td><\/tr>
36<\/td>Synthetic Tabular Data: methods, attacks and defenses<\/a><\/td>Lecture-style<\/td>Sunday, August 3<\/td>1:00 PM- 4:00 PM<\/td><\/tr>
59<\/td>The Hitchhikers guide to production-ready trustworthy Foundation Model powered Software (FMware)<\/a><\/td>Lecture-style<\/td>Monday, August 4<\/td>8:00 AM – 11:00 AM<\/td><\/tr>
3<\/td>Training Industry-scale GNNs with GiGL<\/a><\/td>Hands-on<\/td>Sunday, August 3<\/td>1:00 PM- 4:00 PM<\/td><\/tr>
52<\/td>Uncertainty Quantification and Confidence Calibration in Large Language Models: A Survey<\/a><\/td>Lecture-style<\/td>Sunday, August 3<\/td>8:00 AM – 11:00 AM<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

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ID Name Type Date Time 5 A Hands-on Tutorial on Time Series Imputation with ImputeGAP Hands-on Monday, August 4 1:00 PM- 4:00 PM 14 A Survey of WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation Models Lecture-style Monday, August 4 8:00 AM – 11:00 AM 63 Model Extraction Attack and Defense for […]<\/p>\n","protected":false},"author":5,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"ngg_post_thumbnail":0,"footnotes":""},"class_list":["post-1883","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/kdd2025.kdd.org\/wp-json\/wp\/v2\/pages\/1883","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kdd2025.kdd.org\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/kdd2025.kdd.org\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/kdd2025.kdd.org\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/kdd2025.kdd.org\/wp-json\/wp\/v2\/comments?post=1883"}],"version-history":[{"count":42,"href":"https:\/\/kdd2025.kdd.org\/wp-json\/wp\/v2\/pages\/1883\/revisions"}],"predecessor-version":[{"id":2427,"href":"https:\/\/kdd2025.kdd.org\/wp-json\/wp\/v2\/pages\/1883\/revisions\/2427"}],"wp:attachment":[{"href":"https:\/\/kdd2025.kdd.org\/wp-json\/wp\/v2\/media?parent=1883"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}