大学 × AI (General)
大阪大学
AI (General) / 2022–2026 LIVE
掲載論文 24 本
論文一覧
24 本
このEditionのランキングに掲載している論文です。同じ大学の複数著者による共著は1本にまとめています。
ランキングの対象論文 24 本と一致しています。
2026年
- Explaining Temporal Graph Neural Network via Quantum-Inspired Evolutionary Algorithm
掲載ID:
doi:10.1609/aaai.v40i29.39621 - Finding One Local Optimum Is Easy—but What About Two?
掲載ID:
doi:10.1609/aaai.v40i43.41029 - I-CAM-UV: Integrating Causal Graphs over Non-Identical Variable Sets Using Causal Additive Models with Unobserved Variables
掲載ID:
doi:10.1609/aaai.v40i30.39772 - ImageSet2Text: Describing Sets of Images Through Text
掲載ID:
doi:10.1609/aaai.v40i11.37826 - Object-Centric World Models for Causality-Aware Reinforcement Learning
掲載ID:
doi:10.1609/aaai.v40i29.39642 - QuMAB: Query-based Multi-annotator Behavior Pattern Learning
掲載ID:
doi:10.1609/aaai.v40i33.40060 - SimLabel: Similarity-Weighted Semi-supervision for Multi-annotator Learning with Missing Labels
掲載ID:
doi:10.1609/aaai.v40i33.40061 - Targeted Pathway Inference for Biological Knowledge Bases via Graph Learning and Explanation
掲載ID:
doi:10.1609/aaai.v40i1.37017 - Causal Newton Optimization: Online Calibration with Iterative Local Linear Modeling and Newton Updates
掲載ID:
ijcai:2026:1998 - Fin-PRM: A Domain-Specialized Process Reward Model for Financial Reasoning in Large Language Models
掲載ID:
ijcai:2026:5071 - Modeling Dynamic Mixtures of Time-Delay Systems from Streaming Time Series
掲載ID:
ijcai:2026:8016
2025年
- DepMGNN: Matrixial Graph Neural Network for Video-based Automatic Depression Assessment
掲載ID:
doi:10.1609/aaai.v39i2.32153 - Long-Term EEG Partitioning for Seizure Onset Detection
掲載ID:
doi:10.1609/aaai.v39i13.33557 - Modeling Latent Non-Linear Dynamical System over Time Series
掲載ID:
doi:10.1609/aaai.v39i11.33269 - Putting People in LLMs’ Shoes: Generating Better Answers via Question Rewriter
掲載ID:
doi:10.1609/aaai.v39i22.34527 - InstGAN: Instant Actor-Critic-Driven GAN for De Novo Molecule Generation and Property Optimization
掲載ID:
doi:10.24963/ijcai.2025/694
2024年
- Lyapunov-Stable Deep Equilibrium Models
掲載ID:
doi:10.1609/aaai.v38i10.29044 - Structure-Preserving Physics-Informed Neural Networks with Energy or Lyapunov Structure
掲載ID:
doi:10.24963/ijcai.2024/428
2023年
- Diversity Maximization in the Presence of Outliers
掲載ID:
doi:10.1609/aaai.v37i10.26454 - Non-Lambertian Multispectral Photometric Stereo via Spectral Reflectance Decomposition
掲載ID:
doi:10.24963/ijcai.2023/139
2022年
- Anytime Guarantees under Heavy-Tailed Data
掲載ID:
doi:10.1609/aaai.v36i6.20649 - Explainable and Local Correction of Classification Models Using Decision Trees
掲載ID:
doi:10.1609/aaai.v36i8.20816 - KAM Theory Meets Statistical Learning Theory: Hamiltonian Neural Networks with Non-zero Training Loss
掲載ID:
doi:10.1609/aaai.v36i6.20582 - Multi-Tier Platform for Cognizing Massive Electroencephalogram
掲載ID:
doi:10.24963/ijcai.2022/342
掲載対象外の論文や未反映の論文は、この一覧には含まれません。