Oral Presentations

Oral POSTECH

Open-domain Multimodal Multihop Retrieval by Late Interactioning in a Bigranular Graph Structure

Presenter: Joohyung Yun
Oral POSTECH

Efficient Knowledge Graph Querying via Schema-Driven Approximate Distance Joins

Presenter: Sangoh Lee
Oral POSTECH

Benchmark for Multi-hop QA over Text and Tables

Presenter: Sungho Park
Oral POSTECH

Cardinality Estimation under Data Updates

Presenter: Yukyoung Lee
Oral POSTECH

A Fast Database Replay System

Presenter: Wonseok Lee
Oral UOsaka

Verifiable Machine Learning: Bridging the Trust Gap

Presenter: Lyu He
Oral UOsaka

Accelerating LocalSearch++ for K-Means++ Clustering with Projection-Based Distance Lower Bounds

Presenter: Takahiro Mitani
Oral UOsaka

Knowledge Distillation from Multiple GNNs to a Single MLP: An Approach via Aggregation of Individually Distilled MLPs

Presenter: Itsuki Nakayama
Oral UOsaka

The Hidden Strength of Disagreement: Unraveling the Consensus-diversity Tradeoff in Adaptive Multi-agent Systems

Presenter: Zengqing Wu
Oral UOsaka

TBA

Presenter: TBA

Poster Presentations

Poster POSTECH

Efficient Execution of AI Operators

Presenter: Jaehyun Ha
Poster POSTECH

Comparative Analysis of Cache Replacement Algorithms in Cloud DBMS

Presenter: Taejun Yoon
Poster POSTECH

Robust Validation of Machine Unlearning through Query Executions over an Aligned Database

Presenter: Jooyoung Lee
Poster POSTECH

Understanding the Behavior of Cross-Modal Embeddings in Vector Search

Presenter: Hyojeong Yun
Poster POSTECH

Constructing Text Embedding for Accurate Text Retrieval using LLM

Presenter: Seungah Jang
Poster UOsaka

Shortest Distance Queries on Large-Scale Knowledge Graphs by Leveraging Cluster Structures

Presenter: Guangcan Li
Poster UOsaka

Context-aware Human Trajectory Generation Using Reinforcement Learning

Presenter: Mengkun Gao
Poster UOsaka

Improving the Accuracy of the Classical Chinese Text Retrieval System

Presenter: Que Song
Poster UOsaka

Adaptive Select Layer: Automatically Detect the Optimal Attention Layer for Token Selection based on the Input Task

Presenter: Rei Taniguchi
Poster UOsaka

Workload Acceleration by Optimizing Materialized View Selection Using Local Search

Presenter: Kaina Anderson
Poster UOsaka

DP-Agent: An Agentic Framework for Data Preprocessing

Presenter: Yuzhou Jin