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。
- Federated Incomplete Multi-View Clustering with Tensorized Low-Rank Constraint
日本大学: 関与なし(対象大学)
- Federated Linear Dueling Bandits
日本大学: 関与なし(対象大学)
- Federated Vision-Language-Recommendation with Personalized Fusion
日本大学: 関与なし(対象大学)
- Few-Shot Precise Event Spotting via Unified Multi-Entity Graph and Distillation
日本大学: 関与なし(対象大学)
- Few-step Flow for 3D Generation via Marginal-Data Transport Distillation
日本大学: 関与なし(対象大学)
- Fidelity-Aware Recommendation Explanations via Stochastic Path Integration
日本大学: 関与なし(対象大学)
- FilmSceneDesigner: Chaining Set Design for Procedural Film Scene Generation
日本大学: 関与なし(対象大学)
- FilmWeaver: Weaving Consistent Multi-Shot Videos with Cache-Guided Autoregressive Diffusion
日本大学: 関与なし(対象大学)
- Filter, Correlate, Compress: Training-Free Token Reduction for MLLM Acceleration
日本大学: 関与なし(対象大学)
- FinMMDocR: Benchmarking Financial Multimodal Reasoning with Scenario Awareness, Document Understanding, and Multi-Step Computation
日本大学: 関与なし(対象大学)
- FinMathBench: A Formula-Driven Benchmark for Evaluating LLMs’ Math Reasoning Capabilities in Finance
日本大学: 関与なし(対象大学)
- FinRpt: Dataset, Evaluation System and LLM-based Multi-agent Framework for Equity Research Report Generation
日本大学: 関与なし(対象大学)
- Finding Diverse Solutions Parameterized by Cliquewidth
日本大学: 関与なし(対象大学)
- Finding One Local Optimum Is Easy—but What About Two?
- Finding Time Series Anomalies Using Granular-Ball Vector Data Description
日本大学: 関与なし(対象大学)
- Finding the Translation Switch: Discovering and Exploiting the Task-Initiation Features in LLMs
日本大学: 関与なし(対象大学)
- Fine-Grained DINO Tuning with Dual Supervision for Face Forgery Detection
日本大学: 関与なし(対象大学)
- Fine-Grained Generalization via Structuralizing Concept and Feature Space into Commonality, Specificity and Confounding
日本大学: 関与なし(対象大学)
- Fine-Grained Image Retrieval via Dual-Vision Adaptation
日本大学: 関与なし(対象大学)
- Fine-Grained Representation for Lane Topology Reasoning
日本大学: 関与なし(対象大学)
- Fine-Tuned LLMs Know They Don’t Know: A Parameter-Efficient Approach to Recovering Honesty
日本大学: 関与なし(対象大学)
- Fine-flow Distilling Coarse-flow Video Generation for Long-Term Driving World Model
日本大学: 関与なし(対象大学)
- Fine-grained Image Quality Assessment for Perceptual Image Restoration
日本大学: 関与なし(対象大学)
- Fine-grained Uncertainty Decomposition in Large Language Models: A Spectral Approach
日本大学: 関与なし(対象大学)
- FineRef: Fine-Grained Error Reflection and Correction for Long-Form Generation with Citations
日本大学: 関与なし(対象大学)
- FineTec: Fine-Grained Action Recognition Under Temporal Corruption via Skeleton Decomposition and Sequence Completion
日本大学: 関与なし(対象大学)
- FineVAU: A Novel Human-Aligned Benchmark for Fine-Grained Video Anomaly Understanding
日本大学: 関与なし(対象大学)
- FineXtrol: Controllable Motion Generation via Fine-Grained Text
日本大学: 関与なし(対象大学)
- Firing Bits Where It Matters: Spiking-Guided Just Recognizable Distortion Modeling for Machine-Centric Video Coding
日本大学: 関与なし(対象大学)
- First Learn, Then Review: Human-Like Continual Learning for Cross-View Geo-Localization with Limited Field of View
日本大学: 関与なし(対象大学)
- First-Order Error Matters: Accurate Compensation for Quantized Large Language Models
日本大学: 関与なし(対象大学)
- First-Order Representation Languages for Goal-Conditioned RL
日本大学: 関与なし(対象大学)
- FlashKAT: Understanding and Addressing Performance Bottlenecks in the Kolmogorov-Arnold Transformer
日本大学: 関与なし(対象大学)
- FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models
日本大学: 関与なし(対象大学)
- FlashVideo: Flowing Fidelity to Detail for Efficient High-Resolution Video Generation
日本大学: 関与なし(対象大学)
- Flexible Concept Bottleneck Model
日本大学: 関与なし(対象大学)
- FloorPlanFormer: Multi-Task Transformer Network for Floor Plan Recognition with Outer-to-Inner Feature Refinement
日本大学: 関与なし(対象大学)
- FlorE: Integrating Full Lorentz Group and Directional Offsets for Effective Knowledge Graph Embedding
日本大学: 関与なし(対象大学)
- Flora: Effortless Context Construction to Arbitrary Length and Scale
日本大学: 関与なし(対象大学)
- Flow-Based Knowledge Transfer for Efficient Large Model Distillation
日本大学: 関与なし(対象大学)
- Flow-Induced Diagonal Gaussian Processes
日本大学: 関与なし(対象大学)
- FlowAnyTime: Efficient Fine-tuning with Intra-Inter Frame Distillation for All-Weather Optical Flow Estimation
日本大学: 関与なし(対象大学)
- FlowPath: Learning Data-Driven Manifolds with Invertible Flows for Robust Irregularly-sampled Time Series Classification
日本大学: 関与なし(対象大学)
- Flowing Backwards: Improving Normalizing Flows via Reverse Representation Alignment
日本大学: 関与なし(対象大学)
- FoAM: Foresight-Augmented Multi-Task Imitation Policy for Robotic Manipulation
日本大学: 関与なし(対象大学)
- FocusDPO: Dynamic Preference Optimization for Multi-Subject Personalized Image Generation via Adaptive Focus
日本大学: 関与なし(対象大学)
- Focusing on Language: Revealing and Exploiting Language Attention Heads in Multilingual Large Language Models
日本大学: 関与なし(対象大学)
- Force-Aware 3D Contact Modeling for Stable Grasp Generation
日本大学: 関与なし(対象大学)
- ForeDiffusion: Foresight-Conditioned Diffusion Policy via Future View Construction for Robot Manipulation
日本大学: 関与なし(対象大学)
- Forecast Then Calibrate: Feature Caching as ODE for Efficient Diffusion Transformers
日本大学: 関与なし(対象大学)
- Forest vs Tree: The (N, K) Trade-off in Reproducible ML Evaluation
日本大学: 関与なし(対象大学)
- Forget Less by Learning from Parents Through Hierarchical Relationships
日本大学: 関与なし(対象大学)
- Forget What Has Seen: Selective Concept Unlearning in Segmentation Foundation Models
日本大学: 関与なし(対象大学)
- Forgetting Knowledge Localization and Isolation for Continual Forgetting of Pre-trained Vision Models
日本大学: 関与なし(対象大学)
- Forgetting by Pruning: Data Deletion in Join Cardinality Estimation
日本大学: 関与なし(対象大学)
- Formal Abductive Latent Explanations for Prototype-Based Networks
日本大学: 関与なし(対象大学)
- Formal Verification of Diffusion Auctions
日本大学: 関与なし(対象大学)
- Format Matters: The Robustness of Multimodal LLMs in Reviewing Evidence from Tables and Charts
日本大学: 東京大学
- Format as a Prior: Quantifying and Analyzing Bias in LLMs for Heterogeneous Data
日本大学: 関与なし(対象大学)
- Foundation-Adaptive Integrated Refinement for Generalized Category Discovery
日本大学: 関与なし(対象大学)
- FoundationSLAM: Unleashing the Power of Depth Foundation Models for End-to-End Dense Visual SLAM
日本大学: 関与なし(対象大学)
- Foundations of Formal Reasoning over Knowledge Bases Combining Symbolic and Sub-Symbolic Knowledge
日本大学: 関与なし(対象大学)
- FourierPET: Deep Fourier-based Unrolled Network for Low-count PET Reconstruction
日本大学: 関与なし(対象大学)
- FracSegmentator: Fracture Instance Segmentation with Trauma-Prior-Guided Contrastive Learning
日本大学: 関与なし(対象大学)
- Fractured Glass, Failing Cameras: Simulating Physics-Based Adversarial Samples for Autonomous Driving Systems
日本大学: 関与なし(対象大学)
- FreDN: Spectral Disentanglement for Time Series Forecasting via Learnable Frequency Decomposition
日本大学: 関与なし(対象大学)
- FreLay: Frequency-aware Energy Function for Training-free Layout-to-Image Generation
日本大学: 関与なし(対象大学)
- Free-Form Scene Editor: Enabling Multi-Round Object Manipulation Like in a 3D Engine
日本大学: 関与なし(対象大学)
- FreeAskWorld: An Interactive and Closed-Loop Simulator for Human-Centric Embodied AI
日本大学: 関与なし(対象大学)
- FreeGaussian: Annotation-free Control of Articulated Objects via 3D Gaussian Splats with Flow Derivatives
日本大学: 関与なし(対象大学)
- FreeInpaint: Tuning-free Prompt Alignment and Visual Rationality Enhancement in Image Inpainting
日本大学: 関与なし(対象大学)
- FreeMem: Enhancing Consistency in Long Video Generation via Tuning-Free Memory
日本大学: 関与なし(対象大学)
- FreqCycle: A Multi-Scale Time-Frequency Analysis Method for Time Series Forecasting
日本大学: 関与なし(対象大学)
- FreqTAD: Multi-scale Frequency Encoding and Time-Frequency Attention for Anomaly Detection in Dynamic Graphs
日本大学: 関与なし(対象大学)
- Frequency Mining Empowered by Text Aggregation: A New Perspective on Document Image Tampering Detection
日本大学: 関与なし(対象大学)
- Frequency-Aligned Cross-Modal Learning with Top-K Wavelet Fusion and Dynamic Expert Routing for Enhanced Retinal Disease Diagnosis
日本大学: 関与なし(対象大学)
- Frequency-Aware Vision-Language Multimodality Generalization Network for Remote Sensing Image Classification
日本大学: 関与なし(対象大学)
- Frequency-Dependent Scheduled Schrödinger Bridge for Underwater Acoustic Signal Denoising
日本大学: 関与なし(対象大学)
- From Attribution to Action: Jointly ALIGNing Predictions and Explanations
日本大学: 関与なし(対象大学)
- From Blind Transfer to Wise Selection: Prototype-Driven Neighbor-Domain Adaptation for Fake News Detection
日本大学: 関与なし(対象大学)
- From Chaos to Clarity: A Knowledge Graph-Driven Audit Dataset Generation Framework for LLM Unlearning
日本大学: 関与なし(対象大学)
- From Chaos to Cure: A Prefix Heuristics Guided Model-Agnostic Adaptive Detoxification Framework
日本大学: 関与なし(対象大学)
- From Dataset to Real-world: General 3D Object Detection via Generalized Cross-domain Few-shot Learning
日本大学: 東京大学
- From Decision Trees to Boolean Logic: A Fast and Unified SHAP Algorithm
日本大学: 関与なし(対象大学)
- From Detection to Diagnosis: Advancing Hallucination Analysis with Automated Data Synthesis
日本大学: 関与なし(対象大学)
- From Diagnosis to Generalization: A Cognitive Approach to Data Selection for Educational LLMs
日本大学: 関与なし(対象大学)
- From Dialogue to Destination: Geography-Aware Large Language Models with Multimodal Fusion for Conversational Recommendation
日本大学: 関与なし(対象大学)
- From Discriminative to Generative: A Diffusion-Based Paradigm for Multi-Agent Collaborative Perception
日本大学: 関与なし(対象大学)
- From Hypothesis to Premises: LLM-based Backward Logical Reasoning with Selective Symbolic Translation
日本大学: 関与なし(対象大学)
- From IDs to Semantics: A Generative Framework for Cross-Domain Recommendation with Adaptive Semantic Tokenization
日本大学: 関与なし(対象大学)
- From Imitation to Discrimination: Toward a Generalized Curriculum Advantage Mechanism Enhancing Cross-Domain Reasoning Tasks
日本大学: 関与なし(対象大学)
- From Intent to Execution: Multimodal Chain-of-Thought Reinforcement Learning for Precise CAD Code Generation
日本大学: 関与なし(対象大学)
- From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning
日本大学: 関与なし(対象大学)
- From Mathematical Reasoning to Code: Generalization of Process Reward Models in Test-Time Scaling
日本大学: 関与なし(対象大学)
- From Parameter to Representation: A Closed-Form Approach for Controllable Model Merging
日本大学: 関与なし(対象大学)
- From Passive Perception to Active Memory: A Weakly Supervised Image Manipulation Localization Framework Driven by Coarse-Grained Annotations
日本大学: 関与なし(対象大学)
- From Pixels to Logic: A Perception-Reasoning Decomposition Framework for Open-World Referring Expression Comprehension
日本大学: 関与なし(対象大学)
- From Points to Coalitions: Hierarchical Contrastive Shapley Values for Prioritizing Data Samples
日本大学: 関与なし(対象大学)
- From Pretrain to Pain: Adversarial Vulnerability of Video Foundation Models Without Task Knowledge
日本大学: 関与なし(対象大学)
- From Sampling to Cognition: Modeling Internal Cognitive Confidence in Language Models for Robust Uncertainty Calibration
日本大学: 関与なし(対象大学)