Keynotes Oct. 24 (Fri)
Session Chair: Wook-Shin Han
| Time | Speaker | Info |
|---|
| 15:00 – 15:50 |
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Registration Registration |
| 15:50 – 16:00 |
Joohyung Yun |
Opening Welcome & Overview |
| 16:00 – 17:00 |
Sourav Bhowmick |
Keynote 1 What Can Cognitive Psychology Do For Data Management? |
| 17:00 – 18:00 |
Makoto Onizuka |
Keynote 2 From Walk-Level GNNs to GraphRAG: Towards Knowledge-Enhanced Graph Intelligence |
| 18:30 - 22:00 |
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Reception Welcome Reception (Introduction about AI Database Systems that Support Analysis and Reasoning Over Multimodal Data) |
Orals & Posters Oct. 25 (Sat)
Session Chair: Joohyung Yun
| Time | Speaker | Info |
|---|
| 09:20 - 09:40 | Joohyung Yun | Oral Open-domain Multimodal Multihop Retrieval by Late Interactioning in a Bigranular Graph Structure |
| 09:40 - 10:00 | Lyu He | Oral Verifiable Machine Learning: Bridging the Trust Gap |
| 10:00 - 10:20 | Sangoh Lee | Oral Efficient Knowledge Graph Querying via Schema-Driven Approximate Distance Joins |
| 10:20 - 10:40 | Takahiro Mitani | Oral Accelerating LocalSearch++ for K-Means++ Clustering with Projection-Based Distance Lower Bounds |
| 10:40 - 11:00 | Sungho Park | Oral Benchmark for Multi-hop QA over Text and Tables |
| 11:00 – 12:30 |
— |
Lunch Lunch break |
| 12:30 - 12:50 | Itsuki Nakayama | Oral Knowledge Distillation from Multiple GNNs to a Single MLP: An Approach via Aggregation of Individually Distilled MLPs |
| 12:50 - 13:10 | Yukyoung Lee | Oral Cardinality Estimation under Data Updates |
| 13:10 - 13:30 | Yutaka Kojima | Oral Benchmarking Popularity Bias in Recommender Systems: A Comprehensive Evaluation across Diverse Datasets |
| 13:30 - 13:50 | Wonseok Lee | Oral A Fast Database Replay System |
| 13:50 - 14:10 | Zengqing Wu | Oral Some Initial Attempts and Insights on LLM-Based Social Simulations |
| 14:10 – 14:30 |
— |
Break Coffee & Networking |
| 14:30 – 15:30 |
— |
Poster Session Poster Presentations |
| 15:30 – 20:00 |
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Brainstorming Brainstorming on AI Database Systems that Support Analysis and Reasoning Over Multimodal Data |
Discussions & Brainstorming Oct. 26 (Sun)
| Time | Speaker | Info |
|---|
| 09:00 - 12:00 |
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Brainstorming Brainstorming on AI Database Systems that Support Analysis and Reasoning Over Multimodal Data |