Conferences · eligible papers
AAAI
2022–2026 LIVE
2026 · 4,149 papers
このEditionに反映済みのmain full research papersのみ掲載しています。著者リンクは日本の大学への著者別所属根拠がある場合に限ります。
- Bant: Byzantine Antidote via Trial Function and Trust Scores
日本大学: 関与なし(対象大学)
- Bayes-Optimal Fair Classification with Multiple Sensitive Features
日本大学: 関与なし(対象大学)
- BayesAgent: Bayesian Agentic Reasoning Under Uncertainty via Verbalized Probabilistic Graphical Modeling
日本大学: 関与なし(対象大学)
- BayesVQA: Energy-Guided Bayesian Debiasing for Language-Bias-Robust Visual Question Answering
日本大学: 関与なし(対象大学)
- Bayesian Network Structural Consensus via Greedy Min-Cut Analysis
日本大学: 関与なし(対象大学)
- Bayesian Neural Networks for One-to-Many Mapping in Image Enhancement
日本大学: 関与なし(対象大学)
- BeDKD: Backdoor Defense Based on Directional Mapping Module and Adversarial Knowledge Distillation
日本大学: 関与なし(対象大学)
- Behavior Regularization with Flow Latent Policy for Offline Reinforcement Learning
日本大学: 関与なし(対象大学)
- Behavior Tokens Speak Louder: Disentangled Explainable Recommendation with Behavior Vocabulary
日本大学: 関与なし(対象大学)
- Behaviour Policy Optimization: Provably Lower Variance Return Estimates for Off-Policy Reinforcement Learning
日本大学: 関与なし(対象大学)
- Belief-Driven Value Alignment for Human-Robot Collaboration
日本大学: 関与なし(対象大学)
- Benchmarking LLMs for Political Science: A United Nations Perspective
日本大学: 関与なし(対象大学)
- Benchmarking LLMs’ Mathematical Reasoning with Unseen Random Variables Questions
日本大学: 関与なし(対象大学)
- Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models
日本大学: 関与なし(対象大学)
- Benchmarking Reinforcement Learning Algorithms for ICU Ventilator Settings: An Interpretable and Probabilistic Patient Environment for Doctor Agents
日本大学: 関与なし(対象大学)
- Benchmarking Visual LLMs Resilience to Unanswerable Questions on Visually Rich Documents
日本大学: 関与なし(対象大学)
- Benchmarking and Enhancing Rule Knowledge-Driven Reasoning of Large Language Models
日本大学: 関与なし(対象大学)
- Best Arm Identification with Biased Contexts
日本大学: 関与なし(対象大学)
- Best of Both Worlds Guarantees for Equitable Allocations
日本大学: 関与なし(対象大学)
- Best-Effort Policies for Robust Markov Decision Processes
日本大学: 関与なし(対象大学)
- Better Datasets Start from RefineLab: Automatic Optimization for High-Quality Dataset Refinement
日本大学: 関与なし(対象大学)
- Better Matching, Less Forgetting: A Quality-Guided Matcher for Transformer-based Incremental Object Detection
日本大学: 関与なし(対象大学)
- Beware of Reasoning Overconfidence: Pitfalls in the Reasoning Process for Multi-solution Tasks
日本大学: 関与なし(対象大学)
- Beyond Accuracy: A Cognitive Load Framework for Mapping the Capability Boundaries of Tool-use Agents
日本大学: 関与なし(対象大学)
- Beyond Adapter Retrieval: Latent Geometry-Preserving Composition via Sparse Task Projection
日本大学: 関与なし(対象大学)
- Beyond Binary Classification: A Semi-supervised Approach to Generalized AI-generated Image Detection
日本大学: 関与なし(対象大学)
- Beyond Binary Erasure: Soft-Weighted Unlearning for Fairness and Robustness
日本大学: 関与なし(対象大学)
- Beyond Boundaries: Leveraging Vision Foundation Models for Source-Free Object Detection
日本大学: 関与なし(対象大学)
- Beyond Chains: Bridging Large Language Models and Knowledge Bases in Complex Question Answering
- Beyond Conservation: Flexible Molecular Assembly with Unbalanced Diffusion Bridge
日本大学: 関与なし(対象大学)
- Beyond Content: A Comprehensive Speech Toxicity Dataset and Detection Framework Incorporating Paralinguistic Cues
日本大学: 関与なし(対象大学)
- Beyond Cosine Similarity: Magnitude-Aware CLIP for No-Reference Image Quality Assessment
日本大学: 関与なし(対象大学)
- Beyond Counting: Evaluating Abstract and Emotional Reasoning in Vision-Language Models
日本大学: 関与なし(対象大学)
- Beyond Euclidean Assumptions: Geometry-Aware Adaptive Routing for Remote Sensing Segmentation
日本大学: 関与なし(対象大学)
- Beyond Fact Retrieval: Episodic Memory for RAG with Generative Semantic Workspaces
日本大学: 関与なし(対象大学)
- Beyond Fixed Depth: Adaptive Graph Neural Networks for Node Classification Under Varying Homophily
日本大学: 関与なし(対象大学)
- Beyond Fixed Tasks: Unsupervised Environment Design for Task-Level Pairs
日本大学: 関与なし(対象大学)
- Beyond Fully Supervised Pixel Annotations: Scribble-Driven Weakly-Supervised Framework for Image Manipulation Localization
日本大学: 関与なし(対象大学)
- Beyond Graph Priors: A Co-Evolving Framework Under Uncertainty for Enterprise Resilience Assessment
日本大学: 関与なし(対象大学)
- Beyond Illumination: Fine-Grained Detail Preservation in Extreme Dark Image Restoration
日本大学: 関与なし(対象大学)
- Beyond Immediate Activation: Temporally Decoupled Backdoor Attacks on Time Series Forecasting
日本大学: 関与なし(対象大学)
- Beyond Local Patterns: Multiscale Inconsistency Learning for Graph Anomaly Detection
日本大学: 関与なし(対象大学)
- Beyond MSE: Ordinal Cross-Entropy for Probabilistic Time Series Forecasting
日本大学: 関与なし(対象大学)
- Beyond Missing Data Imputation: Information-Theoretic Coupling of Missingness and Class Imbalance for Optimal Irregular Time Series Classification
日本大学: 関与なし(対象大学)
- Beyond Monotonicity: Revisiting Factorization Principles in Multi-Agent Q-Learning
日本大学: 関与なし(対象大学)
- Beyond N-grams: A Hierarchical Reward Learning Framework for Clinically-Aware Medical Report Generation
日本大学: 関与なし(対象大学)
- Beyond Next Token Probabilities: Learnable, Fast Detection of Hallucinations and Data Contamination on LLM Output Distributions
日本大学: 関与なし(対象大学)
- Beyond Observations: Reconstruction Error-Guided Irregularly Sampled Time Series Representation Learning
日本大学: 関与なし(対象大学)
- Beyond Passive Critical Thinking: Fostering Proactive Questioning to Enhance Human-AI Collaboration
日本大学: 関与なし(対象大学)
- Beyond Perplexity: Let the Reader Select Retrieval Summaries via Spectrum Projection Score
日本大学: 関与なし(対象大学)
- Beyond Plain Demos: A Demo-Centric Anchoring Paradigm for In-Context Learning in Alzheimer’s Disease Detection
日本大学: 関与なし(対象大学)
- Beyond Predictive Resampling: Learning Input-Agnostic Downsampling for Efficient Aligned Vision Recognition
日本大学: 関与なし(対象大学)
- Beyond Quadratic: Linear-Time Change Detection with RWKV
日本大学: 関与なし(対象大学)
- Beyond ReAct: A Planner-Centric Framework for Complex Tool-Augmented LLM Reasoning
日本大学: 関与なし(対象大学)
- Beyond Retraining: Training-Free Unknown Class Filtering for Source-Free Open Set Domain Adaptation of Vision–Language Models
日本大学: 関与なし(対象大学)
- Beyond Semantic Features: Pixel-level Mapping for Generalized AI-Generated Image Detection
日本大学: 関与なし(対象大学)
- Beyond Sharpness: A Flatness Decomposition Framework for Efficient Continual Learning
日本大学: 関与なし(対象大学)
- Beyond Sharpness: The Role of Nonuniformity in Generalization
日本大学: 関与なし(対象大学)
- Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing
日本大学: 関与なし(対象大学)
- Beyond Single Transactions: D-EMAML---Dual-Edge Motif Neural Networks for Enhanced Anti-Money Laundering Detection
日本大学: 関与なし(対象大学)
- Beyond Single-Point Perturbation: A Hierarchical, Manifold-Aware Approach to Diffusion Attacks
日本大学: 関与なし(対象大学)
- Beyond Single-Speed Reasoning: Coordinating Fast and Slow Dynamics for Efficient World Modeling
日本大学: 関与なし(対象大学)
- Beyond Single-Step Updates: Reinforcement Learning of Heuristics with Limited-Horizon Search
日本大学: 関与なし(対象大学)
- Beyond Static: Related Questions Retrieval Through Conversations in Community Question Answering
日本大学: 関与なし(対象大学)
- Beyond Step Pruning: Information Theory Based Step-level Optimization for Self-Refining Large Language Models
日本大学: 関与なし(対象大学)
- Beyond Superficial Forgetting: Thorough Unlearning Through Knowledge Density Estimation and Block Re-Insertion
日本大学: 関与なし(対象大学)
- Beyond Tokens: Dynamic Latent Reasoning via Semantic Residual Refinement
日本大学: 関与なし(対象大学)
- Beyond Training-time Poisoning: Component-level and Post-training Backdoors in Deep Reinforcement Learning
日本大学: 関与なし(対象大学)
- Beyond Wide-Angle Images: Structure-to-Detail Video Portrait Correction via Unsupervised Spatiotemporal Adaptation
日本大学: 関与なし(対象大学)
- Beyond World Models: Rethinking Understanding in AI Models
日本大学: 関与なし(対象大学)
- Beyond the Horizon: Decoupling Multi-View UAV Action Recognition via Partial Order Transfer
日本大学: 関与なし(対象大学)
- Beyond the Lower Bound: Bridging Regret Minimization and Best Arm Identification in Lexicographic Bandits
日本大学: 関与なし(対象大学)
- Beyond the Mean: Fisher-Orthogonal Projection for Natural Gradient Descent in Large Batch Training
日本大学: 関与なし(対象大学)
- BeyondSparse: Facilitating Mamba to Enhance Cross-Domain 3D Semantic Segmentation in Adverse Weather
日本大学: 関与なし(対象大学)
- BhashaKritika: Building Synthetic Pretraining Data at Scale for Indic Languages
日本大学: 関与なし(対象大学)
- Bi-Spectrum Distillation: Addressing Spectral Mismatch in ANN-SNN Knowledge Transfer
日本大学: 関与なし(対象大学)
- Bi-VLM: Binary Post-Training Quantization for Vision-Language Models
日本大学: 関与なし(対象大学)
- Bi-level Personalization for Federated Foundation Models: A Task-vector Aggregation Approach
日本大学: 関与なし(対象大学)
- BiCA: Effective Biomedical Dense Retrieval with Citation-Aware Hard Negatives
日本大学: 関与なし(対象大学)
- BiCycle: Group-wise Recursive Transformer Based on ASR Mechanism
日本大学: 関与なし(対象大学)
- BiHiTo: Biomolecular Hierarchy-inspired Tokenization
日本大学: 関与なし(対象大学)
- BiO-HMC: Dynamic Human-Machine Collaboration for Consensus Decision-Making via Bilevel Optimization
日本大学: 関与なし(対象大学)
- Bias Association Discovery Framework for Open-Ended LLM Generations
日本大学: 関与なし(対象大学)
- Bias-Restrained Prefix Representation Finetuning for Mathematical Reasoning
日本大学: 関与なし(対象大学)
- Bid Farewell to Seesaw: Towards Accurate Long-Tail Session-Based Recommendation via Dual Constraints of Hybrid Intents
日本大学: 関与なし(対象大学)
- BidMatch: Boosting Semi-Supervised Learning by Bi-Dimensional Sample Weight Guidance
日本大学: 関与なし(対象大学)
- Bidirectional Bounded-Suboptimal Heuristic Search with Consistent Heuristics
日本大学: 関与なし(対象大学)
- Bidirectional Channel-selective Semantic Interaction for Semi-Supervised Medical Segmentation
日本大学: 関与なし(対象大学)
- Bidirectional Counterfactual Distillation for Review-Based Recommendation
日本大学: 関与なし(対象大学)
- Bidirectional Noise Injection: Enhancing Diffusion Models via Coordinated Input-Output Perturbation
日本大学: 関与なし(対象大学)
- Bilevel MCTS for Amortized O(1) Node Selection in Classical Planning
日本大学: 関与なし(対象大学)
- Binary Message Passing for Generalizable Semi-Supervised Graph Anomaly Detection
日本大学: 関与なし(対象大学)
- Binary Split Categorical Feature with Mean Absolute Error Criteria in CART
日本大学: 関与なし(対象大学)
- Binary-Gaussian: Compact and Progressive Representation for 3D Gaussian Segmentation
日本大学: 関与なし(対象大学)
- BioDPP: Dynamic Prompt Policy Learning for Biomedical Vision-Language Models
日本大学: 関与なし(対象大学)
- Biologically-Inspired Evolutionary Domain Symbiosis for Few-shot and Zero-shot Point Cloud Semantic Segmentation
日本大学: 関与なし(対象大学)
- Bipartite Mode Matching for Vision Training Set Search from a Hierarchical Data Server
日本大学: 関与なし(対象大学)
- BitDP: Ultra-low-bit Communication for Data Parallelism in LLM Training
日本大学: 関与なし(対象大学)
- Blessing of Dimensionality for Approximating Sobolev Classes on Manifolds
日本大学: 関与なし(対象大学)
- Blur-Robust Detection via Feature Restoration: An End-to-End Framework for Prior-Guided Infrared UAV Target Detection
日本大学: 関与なし(対象大学)