Minitutorials

Minitutorials provide focused, hands-on learning from experts in their fields. Minitutorials are held concurrently with conference minisymposia

Causal Discovery in a non-Ideal World

David Kaltenpoth, CISPA
Lénaïg Cornanguer, CISPA
Sarah Mameche, CISPA
Jilles Vreeken, CISPA

Federated Graph Learning: Recent Advances and Future Directions

Xingbo Fu, University of Virginia
Zihan Chen, University of Virginia
Binchi Zhang, University of Virginia
Chen Chen, University of Virginia
Jundong Li, University of Virginia

Exploitation and Mitigation: Understanding Large-Scale Machine Learning Robustness under Paradigm Shift

Xi Li , University of Alabama at Birmingham
Ruixiang Tang, Rutgers University
Muchao Ye, The University of Iowa

Sharing is Caring: A Practical Guide to Fair(er) Release of Open Scientific Data

Amelia Henriksen, Sandia National Laboratories
Miranda Mundt, Sandia National Laboratories

Integrating Textual and Graph Data: Advancing Knowledge Discovery with Semantic and Structural Insights

Bowen Jin University of Illinois at Urbana-Champaign
Yu Zhang, TAMU
Yunyi Zhang, University of Illinois at Urbana-Champaign
Jiawei Han, University of Illinois at Urbana-Champaign

Systems for Scalable Graph Analytics and Machine Learning: Trends and Methods

Lyuheng Yuan, Indiana University Bloomington
Da Yan, Indiana University Bloomington
Akhlaque Ahmad, Indiana University Bloomington
Chenguang Zheng, Chinese University of Hong Kong
Hongzhi Chen, CTO, Kasma Pte. Ltd
James Cheng, Chinese University of Hong Kong

Symbolic Regression: Towards Interpretability and Automated Scientific Discovery

Nour Makke, Qatar Computing Research Institute
Parshin Shojaee, Virginia Tech
Chandan K Reddy, Virginia Tech
Sanjay Chawla, Qatar Computing Research Institute

Mining Temporal Graphs: Algorithms and Applications

Aristides Gionis, KTH Royal Institute of Technology
Lutz Oettershagen, University of Liverpool
Ilie Sarpe, KTH Royal Institute of Technology

Empowering Retrieval-augmented Generation with Graph-structured Knowledge

Yu Wang, University of Oregon
Haoyu Han, Michigan State University
Harry Shomer, Michigan State University
Kai Guo, Michigan State University
Yongjia Lei, University of Oregon
Xianfeng Tang, Amazon
Qi He, Amazon
Jiliang Tang, Michigan State University