Schedule
This workshop will be held in-person at ICML 2026 on Friday, July 10 in HALL D1, Seoul. The program covers invited talks, contributed talks, posters, and a panel discussion.
Friday, July 10, 2026 · HALL D1, Seoul. Official ICML page: 4th Structured Probabilistic Inference & Generative Modeling.
For the poster session, please hang your poster in Hall A, using any available board within the following ranges: 407–416, 500–516, 600–616, or 700–708
You may use any empty space on these boards. Please note that each board can accommodate two posters, and do not forget to take the poster off after the poster session! Thank you!
| Seoul Time (KST) | Type | Title & Speakers |
|---|---|---|
| 9:00 - 9:20 | Coffee Break | |
| 9:20 - 9:30 | Opening Remarks | |
| 9:30 - 10:00 | Invited Talk | Mingyuan Zhou (Microsoft AI Superintelligence, UT Austin) |
| 10:00 - 10:10 | Contributed Talk | Reward Score Matching: Unifying Reward-based Fine-tuning for Flow and Diffusion Models |
| 10:10 - 10:20 | Contributed Talk | Exact Posterior Score Estimation for Solving Linear Inverse Problems |
| 10:20 - 10:50 | Invited Talk | Jiatao Gu (UPenn CIS / Apple MLR) |
| 10:50 - 11:00 | Contributed Talk | When are likely answers right? On Sequence Probability and Correctness in LLMs |
| 11:00 - 11:10 | Contributed Talk | Structured Coupling for Flow Matching |
| 11:10 - 11:40 | Invited Talk | Pilar Cossio (Flatiron Institute) |
| 11:40 - 13:30 | Poster Session (HALL A: 407–416, 500–516, 600–616, 700–708)& Lunch Break | |
| 13:30 - 14:30 | Panel Session |
Diffusion Language Models vs Autoregressive Language Models? Subham Sekhar Sahoo (MBZUAI - IFM) Stefano Ermon (Stanford University) Jiaxin Shi (Meta SuperIntelligence Labs) Yingzhen Li (Imperial College London, Nanyang Technological University) Volodymyr Kuleshov (Cornell) |
| 14:30 - 15:00 | Invited Talk | Jona Ballé (NYU) |
| 15:00 - 15:10 | Contributed Talk | ABC: Any-Subset Autoregression via Non-Markovian Diffusion Bridges in Continuous Time and Space |
| 15:10 - 15:20 | Contributed Talk | Enhanced Diffusion Sampling: Efficient Rare Event Sampling and Free Energy Calculation with Diffusion Models |
| 15:20 - 15:50 | Invited Talk | Soojung Yang(Stanford) |
| 15:50 - 16:10 | Award Announcement, Closing Remarks | |
| 16:10 - 17:00 | Poster Session (HALL A: 407–416, 500–516, 600–616, 700–708) |