Workshop
Workshop Schedule
š„„CoCOPT: The Coevolution of Machine Learning and Combinatorial Optimization
Workshop
Please note: The schedule is subject to modifications and may be updated as the event approaches.
| Time (KST) | Event |
|---|---|
| 08:20 - 08:30 |
Opening
Opening Remarks
|
| 08:30 - 09:00 |
Morning Keynote
Hybridizing Machine Learning Model-Based Methods for Optimization (Speaker: Cathy Wu)
|
| 09:00 - 09:30 |
Morning Keynote
Learning-Based Separation Algorithms for Cutting Planes in CO (Speaker: Changhyun Kwon)
|
| 09:30 - 10:00 |
Morning Keynote
AlphaEvolve: A Coding Agent for Scientific and Algorithmic Discovery (Speaker: Alexander Novikov)
|
| 10:00 - 11:00 |
Session
Poster Session / Break
|
| 11:00 - 11:40 |
Session
Oral Presentations (8 min each, 5 selected workshop papers)
|
| 11:40 - 13:00 |
Break
Lunch Break
|
| 13:00 - 13:30 |
Afternoon Keynote
Structure-Aware Learning and Optimization Landscapes in Foundation Models (Speaker: Junchi Yan)
|
| 13:30 - 14:00 |
Afternoon Keynote
Application of GNNs and LLMs in Solving Real-World CO Problems (Speaker: Cunxi Yu)
|
| 14:00 - 14:30 |
Afternoon Keynote
Combinatorial Optimization Augmented Machine Learning (Speaker: Maximilian Schiffer)
|
| 14:30 - 15:30 |
Session
Poster Session / Break
|
| 15:30 - 16:15 |
Session
Breakout Roundtable: The Future of ML for CO and CO for ML
|
| 16:15 - 16:45 |
Panel Discussion
"Mind Map of CO-ML Coevolution" (Panel Leads: Jinkyoo Park and Hyeonah Kim)
|
| 16:45 - 17:00 |
Closing
Closing Remarks & Social Events
|