Conferences · eligible papers
KDD
2021–2025 確定版
Web, Data Mining & Information Retrieval
2023 · 313 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。
- 3D-IDS: Doubly Disentangled Dynamic Intrusion Detection
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- 3D-Polishing for Triangular Mesh Compression of Point Cloud Data
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- A Causality Inspired Framework for Model Interpretation
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- A Data-centric Framework to Endow Graph Neural Networks with Out-Of-Distribution Detection Ability
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- A Dual-Agent Scheduler for Distributed Deep Learning Jobs on Public Cloud via Reinforcement Learning
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- A Higher-Order Temporal H-Index for Evolving Networks
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- A Message Passing Neural Network Space for Better Capturing Data-dependent Receptive Fields
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- A Sequence-to-Sequence Approach with Mixed Pointers to Topic Segmentation and Segment Labeling
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- A Study of Situational Reasoning for Traffic Understanding
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- A Sublinear Time Algorithm for Opinion Optimization in Directed Social Networks via Edge Recommendation
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- A Unified Framework of Graph Information Bottleneck for Robustness and Membership Privacy
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Accelerating Antimicrobial Peptide Discovery with Latent Structure
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Accelerating Dynamic Network Embedding with Billions of Parameter Updates to Milliseconds
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Accelerating Personalized PageRank Vector Computation
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- AdaProp: Learning Adaptive Propagation for Graph Neural Network based Knowledge Graph Reasoning
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Adaptive Disentangled Transformer for Sequential Recommendation
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Adversarial Constrained Bidding via Minimax Regret Optimization with Causality-Aware Reinforcement Learning
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Adversaries with Limited Information in the Friedkin-Johnsen Model
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- All in One: Multi-Task Prompting for Graph Neural Networks
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- An Observed Value Consistent Diffusion Model for Imputing Missing Values in Multivariate Time Series
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Anomaly Detection with Score Distribution Discrimination
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Approximation Algorithms for Size-Constrained Non-Monotone Submodular Maximization in Deterministic Linear Time
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Augmenting Recurrent Graph Neural Networks with a Cache
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Automated 3D Pre-Training for Molecular Property Prediction
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Automatic Temporal Relation in Multi-Task Learning
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- B 2 -Sampling: Fusing Balanced and Biased Sampling for Graph Contrastive Learning
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- BatchSampler: Sampling Mini-Batches for Contrastive Learning in Vision, Language, and Graphs
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Below the Surface: Summarizing Event Sequences with Generalized Sequential Patterns
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Boosting Multitask Learning on Graphs through Higher-Order Task Affinities
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- CARL-G: Clustering-Accelerated Representation Learning on Graphs
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- CF-GODE: Continuous-Time Causal Inference for Multi-Agent Dynamical Systems
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- CFGL-LCR: A Counterfactual Graph Learning Framework for Legal Case Retrieval
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- CLUR: Uncertainty Estimation for Few-Shot Text Classification with Contrastive Learning
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- COMET: Learning Cardinality Constrained Mixture of Experts with Trees and Local Search
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- CampER: An Effective Framework for Privacy-Aware Deep Entity Resolution
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Capacity Constrained Influence Maximization in Social Networks
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Causal Effect Estimation on Hierarchical Spatial Graph Data
Web, Data Mining & Information Retrieval
日本大学: 京都大学
- Causal Inference via Style Transfer for Out-of-distribution Generalisation
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Certified Edge Unlearning for Graph Neural Networks
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Classification of Edge-dependent Labels of Nodes in Hypergraphs
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Clenshaw Graph Neural Networks
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Cognitive Evolutionary Search to Select Feature Interactions for Click-Through Rate Prediction
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Communication Efficient Distributed Newton Method with Fast Convergence Rates
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Communication Efficient and Differentially Private Logistic Regression under the Distributed Setting
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Community-based Dynamic Graph Learning for Popularity Prediction
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Complementary Classifier Induced Partial Label Learning
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Connecting the Dots -- Density-Connectivity Distance unifies DBSCAN, k-Center and Spectral Clustering
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Constraint-aware and Ranking-distilled Token Pruning for Efficient Transformer Inference
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Context-aware Event Forecasting via Graph Disentanglement
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Contrastive Cross-scale Graph Knowledge Synergy
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Contrastive Learning for User Sequence Representation in Personalized Product Search
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Contrastive Meta-Learning for Few-shot Node Classification
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- CounterNet: End-to-End Training of Prediction Aware Counterfactual Explanations
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Counterfactual Learning on Heterogeneous Graphs with Greedy Perturbation
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Cracking White-box DNN Watermarks via Invariant Neuron Transforms
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Criteria Tell You More than Ratings: Criteria Preference-Aware Light Graph Convolution for Effective Multi-Criteria Recommendation
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- CriticalFL: A Critical Learning Periods Augmented Client Selection Framework for Efficient Federated Learning
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- DCdetector: Dual Attention Contrastive Representation Learning for Time Series Anomaly Detection
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- DECOR: Degree-Corrected Social Graph Refinement for Fake News Detection
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- DM-PFL: Hitchhiking Generic Federated Learning for Efficient Shift-Robust Personalization
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Data-Efficient and Interpretable Tabular Anomaly Detection
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Debiasing Recommendation by Learning Identifiable Latent Confounders
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Deception by Omission: Using Adversarial Missingness to Poison Causal Structure Learning
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Decoupled Rationalization with Asymmetric Learning Rates: A Flexible Lipschitz Restraint
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Deep Bayesian Active Learning for Accelerating Stochastic Simulation
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Deep Encoders with Auxiliary Parameters for Extreme Classification
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Deep Pipeline Embeddings for AutoML
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Deep Weakly-supervised Anomaly Detection
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Delving into Global Dialogue Structures: Structure Planning Augmented Response Selection for Multi-turn Conversations
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Dense Representation Learning and Retrieval for Tabular Data Prediction
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Densest Diverse Subgraphs: How to Plan a Successful Cocktail Party with Diversity
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Dependence and Model Selection in LLP: The Problem of Variants
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Detecting Interference in Online Controlled Experiments with Increasing Allocation
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Discovering Dynamic Causal Space for DAG Structure Learning
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Domain-Guided Spatio-Temporal Self-Attention for Egocentric 3D Pose Estimation
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Domain-Specific Risk Minimization for Domain Generalization
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- DotHash: Estimating Set Similarity Metrics for Link Prediction and Document Deduplication
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- DoubleAdapt: A Meta-learning Approach to Incremental Learning for Stock Trend Forecasting
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Doubly Robust AUC Optimization against Noisy and Adversarial Samples
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Dual-view Molecular Pre-training
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- DyGen: Learning from Noisy Labels via Dynamics-Enhanced Generative Modeling
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- DyTed: Disentangled Representation Learning for Discrete-time Dynamic Graph
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- E-commerce Search via Content Collaborative Graph Neural Network
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- ESSA: Explanation Iterative Supervision via Saliency-guided Data Augmentation
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- EXTRACT and REFINE: Finding a Support Subgraph Set for Graph Representation
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Efficient Approximation Algorithms for Spanning Centrality
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Efficient Bi-Level Optimization for Recommendation Denoising
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Efficient Centrality Maximization with Rademacher Averages
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Efficient Coreset Selection with Cluster-based Methods
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Efficient Distributed Approximate k-Nearest Neighbor Graph Construction by Multiway Random Division Forest
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Efficient Single-Source SimRank Query by Path Aggregation
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Efficient Sparse Linear Bandits under High Dimensional Data
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Efficient and Effective Edge-wise Graph Representation Learning
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Efficient and Joint Hyperparameter and Architecture Search for Collaborative Filtering
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Empower Post-hoc Graph Explanations with Information Bottleneck: A Pre-training and Fine-tuning Perspective
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Empowering General-purpose User Representation with Full-life Cycle Behavior Modeling
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- End-to-End Inventory Prediction and Contract Allocation for Guaranteed Delivery Advertising
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Enhance Diffusion to Improve Robust Generalization
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Enhancing Graph Representations Learning with Decorrelated Propagation
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)
- Enhancing Node-Level Adversarial Defenses by Lipschitz Regularization of Graph Neural Networks
Web, Data Mining & Information Retrieval
日本大学: 関与なし(対象大学)