Tutorials
1. Agentic AI in Healthcare: Design, Deployment, and Risk
Author Email(s): maahmad@uw.edu, Ravi.Ghanta@bcm.edu
Contact Person: Muhammad Ahmad
2. AI-Driven Scientific Discovery: Building, Running, and Evaluating Science Agents
Author Email(s): kejriwal@isi.edu, zhisheng@grailai.io
Contact Person: Mayank Kejriwal
3. Agentic AI Alignment: Principles, Methods, Evaluation, and Responsible Deployment
Author Email(s): zhip.y7@gmail.com, zichonglwang@gmail.com, wenbinzhang2008@gmail.com
Contact Person: Zhipeng Yin
4. Quantum Algorithms for Big Data: advancing Earth Observation applications
Author Email(s): mihai.datcu@ieee.org
Contact Person: Mihai Datcu
5. Cold-Start Recommendation: A Knowledge-Centric Perspective
Author Email(s): bei4@illinois.edu, wzhan42@uic.edu, hy40@illinois.edu, dongqifu@meta.com, yxia@meta.com, hongli@meta.com, psyu@uic.edu, htong@illinois.edu
Contact Person: Yuanchen Bei
6. Uncertainty Quantification for Dynamical Networks
Author Email(s): zhiqian.chen@rit.edu, mb9615@rit.edu, tyr17@msstate.edu
Contact Person: Zhiqian Chen
7. Large-scale Policy Analytics with Large Language Models: Performance and Challenges
Author Email(s): dyzhong@uw.edu, yfsu@uw.edu, juhuah@uw.edu
Contact Person: Deyang Zhong
8. Data Evolution: Continuous Feedback for Recursive Self-Improving AI
Author Email(s): daweili5@asu.edu, bjiang14@asu.edu, czhao93@asu.edu, huanliu@asu.edu
Contact Person: Dawei Li
9. Towards Trustworthy Deep Learning for Open-world Time Series: Model Shortcut Detection and Mitigation
Author Email(s): li.zhang@utrgv.edu, ylin53@central.uh.edu, kzhou22@ncsu.edu
Contact Person: Li Zhang
10. Automated Optimization of LLM-Based Multi-Agent Systems
Author Email(s): chen_zhao@baylor.edu, dong_li1@baylor.edu, zxj32@meta.com, xintaowu@uark.edu
Contact Person: Chen Zhao