About
The Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) is one of the longest established and leading international conferences in the areas of data mining and knowledge discovery. It provides an international forum for researchers and industry practitioners to share their new ideas, original research results, and practical development experiences from all KDD related areas, including data mining, data warehousing, machine learning, artificial intelligence, databases, statistics, knowledge engineering, visualization, decision-making systems, and the emerging applications.
Videos
Keynote Speakers

Data analysis with humans
Oct 14, 2020
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38 views

Multi-Output Prediction: Theory and Practice
Oct 14, 2020
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46 views
Most Influential Paper Award Talk

On Link Privacy in Social Networks
Oct 14, 2020
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23 views
Industry

AI for Health: How to Make the World a Better Place with Machine Learning
Oct 14, 2020
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19 views

Making AI work in practice: Why Data is so Essential to AI and Towards Data Scie...
Oct 14, 2020
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16 views
Session #A3 (Representation Learning (2) + Scientic Data + Privacy/Security)

TCN-ATT: A Non-Recurrent Model for Sequence-based Malware Detection
Feb 18, 2024
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0 views

Efficient Database Search via Tensor Distribution Sensitive Bucketing
Oct 14, 2020
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25 views

TemporalGAT: Attention-Based Dynamic Graph Representation Learning
Feb 18, 2024
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0 views

Secure and Accurate Two-step Hash Encoding for Privacy-Preserving Record Linkage
Oct 14, 2020
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20 views

Connecting the Dots: Hypotheses Generation by Leveraging Semantic Shifts
Oct 14, 2020
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1 views

Assessing Centrality Without Knowing Connections
Oct 14, 2020
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13 views

Deep Cost-sensitive Kernel Machine for Binary Software Vulnerability Detection
Oct 14, 2020
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25 views

SAFE: Similarity-Aware Multi-Modal Fake News Detection
Feb 18, 2024
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5 views

dK-Microaggregation: Anonymizing Graphs with Differential Privacy Guarantees
Oct 14, 2020
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27 views

Attention-based Aggregation Graph Networks for Knowledge Graph Information Trans...
Oct 14, 2020
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22 views

Data-Free Adversarial Perturbations for Practical Black-Box Attack
Oct 14, 2020
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34 views

Multiple Demographic Attributes Prediction in Mobile and Sensor devices
Feb 18, 2024
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1 views
Session #B3 (Sequential/Dynamic Data + Recommendation System (2) + Novel Algorithm)

MemMAP: Compact and Generalizable Meta-LSTM Models for Memory Access Prediction
Oct 14, 2020
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28 views

Adversarial Autoencoder and Multi-Task Semi-Supervised Learning for Multi-Stage ...
Oct 14, 2020
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28 views

Off-policy Recommendation System without Exploration
Oct 14, 2020
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31 views

Context-Aware Latent Dirichlet Allocation for Topic Segmentation
Oct 14, 2020
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20 views

Fashion Recommendation with Multi-relational Representation Learning
Feb 18, 2024
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0 views

Joint Relational Dependency Learning for Sequential Recommendation
Oct 14, 2020
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16 views

Modelling Temporal Dynamics and Repeated Behaviors for Recommendation
Oct 14, 2020
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12 views

Balancing Exploration and Exploitation in Self-Imitation Learning
Oct 14, 2020
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17 views

PEARL: Probabilistic Exact Adaptive Random Forest with Lossy Counting for Data S...
Oct 14, 2020
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20 views

Tree-Miner: Mining sequential patterns from SP-Tree
Oct 14, 2020
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31 views

Reliable Aggregation Method for Vector Regression Tasks in Crowdsourcing
Feb 18, 2024
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0 views

Mining Dynamic Graph Streams for Predictive Queries under Resource Constraints
Feb 18, 2024
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0 views
Session #A1 (Classication (1) + Unstructured Data)

Optimized Transformer Models for FAQ Answering
Oct 14, 2020
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18 views

HIN: Hierarchical Inference Network for Document-Level Relation Extraction
Oct 14, 2020
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53 views

Inferring Restricted Regular Expressions with Interleaving from Positive and Neg...
Oct 14, 2020
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14 views

What’s in a gist? Towards an unsupervised gist representation for few-shot large...
Feb 18, 2024
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0 views

An Advanced Two-step DNN-Based Framework for Arrhythmia Detection
Oct 14, 2020
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24 views

Protecting IP of Deep Neural Networks with Watermarking: A New Label Helps
Feb 18, 2024
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0 views

SGCN: A Graph Sparsifier based on Graph Convolutional Networks
Oct 14, 2020
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31 views

Learning to Select Important Context Words for Event Detection
Oct 14, 2020
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22 views

A Relation Learning Hierarchical Framework for Multi-label Charge Prediction
Oct 14, 2020
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18 views

Online Algorithms for Multiclass Classification using Partial Labels
Oct 14, 2020
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33 views

Hierarchical Gradient Smoothing for Probability Estimation Trees
Oct 14, 2020
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28 views

Multi-Layer Cross Loss Model for Zero-Shot Human Activity Recognition
Oct 14, 2020
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21 views
Session #B4 (Anomaly Detection + Feature Extraction)

Anomaly Detection via Neighbourhood Contrast
Oct 14, 2020
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15 views

PhosTransfer: a deep transfer learning framework for kinase-specific phosphoryla...
Oct 14, 2020
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13 views

LoPAD: A Local Prediction Approach to Anomaly Detection
Oct 14, 2020
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22 views

Estimating Descriptors for Large Graphs
Oct 14, 2020
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22 views

EMOVA: A Semi-supervised End-to-End Moving-Window Attentive Framework for Aspect...
Oct 14, 2020
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11 views

A Framework for Feature Selection to Exploit Feature Group Structures
Oct 14, 2020
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22 views

Discretization and Feature Selection Based on Bias Corrected Mutual Information ...
Oct 14, 2020
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14 views

Correlation-aware Deep Generative Model for Unsupervised Anomaly Detection
Oct 14, 2020
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30 views

Cross-data Automatic Feature Engineering via Meta-learning and Reinforcement Lea...
Oct 14, 2020
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21 views

Using Bandits for Effective Database Activity Monitoring
Oct 14, 2020
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33 views

Group based Unsupervised Feature Selection
Oct 14, 2020
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30 views
Session #A6 (Spatial Data + Imbalanced Data + Recommendation System (3))

On the Performance of Oversampling Techniques for Class Imbalance Problems
Oct 14, 2020
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18 views

Identifying Near-Miss Traffic Incidents in Event Recorder Data
Oct 14, 2020
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14 views

Revisit Prediction by Deep Survival Analysis
Oct 14, 2020
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21 views

Modeling POI-specific spatial-temporal context for Point-of-Interest recommendat...
Feb 18, 2024
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0 views

A Hybrid Recommendation for Music Based on Reinforcement Learning
Feb 18, 2024
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0 views

Relational Metric Learning with Dual Graph Attention Networks for Social Recomme...
Oct 14, 2020
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11 views

MsFcNET: Multi-Scale Feature-Crossing Attention Network for Multi-field Sparse D...
Oct 14, 2020
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13 views

Relation Embedding for Personalised Translation-based POI Recommendation
Oct 14, 2020
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20 views

Modeling users' multifaceted interest correlation for social recommendation
Feb 18, 2024
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0 views

A Proximity Weighted Evidential k Nearest Neighbor Classifier for Imbalanced Dat...
Oct 14, 2020
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31 views

ITGH: Information-theoretic Granger Causal Inference on Heterogeneous Data
Oct 14, 2020
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24 views
Session #A2 (Clustering + Recommendation System (1))

Accurate News Recommendation Coalescing Personal and Global Temporal Preferences
Oct 14, 2020
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10 views

Fast Community Detection with Graph Sparsification
Oct 14, 2020
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20 views

Spectral Clustering by Subspace Randomization and Graph Fusion for High-Dimensio...
Oct 14, 2020
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13 views

Decentralized and Adaptive K-Means Clustering for Non-IID Data using HyperLogLog...
Oct 14, 2020
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13 views

Deep Multimodal Clustering with Cross Reconstruction
Feb 18, 2024
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0 views

Deep multi-variate Time Series EmbeddingClustering via Attentive-Gated Autoencod...
Oct 14, 2020
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7 views

Collaborative Recommendation of Temporally-Discounted Tag-based Expertise for Co...
Oct 14, 2020
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1 views

Balancing between Accuracy and Fairness for Interactive Recommendation with Rein...
Oct 14, 2020
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16 views

GAMMA: A Graph and Multi-view Memory Attention Mechanism for Top-N Heterogeneous...
Oct 14, 2020
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13 views

Detecting Arbitrarily Oriented Subspace Clusters in Data Streams Using Hough Tra...
Oct 14, 2020
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18 views

Human Activity Recognition using Semi-Supervised Multi-Modal DEC for Instagram D...
Oct 14, 2020
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42 views

Strong Baselines for Author Name Disambiguation with and without Neural Networks
Oct 14, 2020
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25 views
Session #B2 (Representation Learning (1) + Application)

Learning Multigraph Node Embeddings Using Guided Levy Flights
Oct 14, 2020
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23 views

GAIM: Game Action Information Mining Framework for Multiplayer Online Card Games...
Oct 14, 2020
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67 views

Improving Multi-Turn Response Selection Models with Complementary Last-Utterance...
Feb 18, 2024
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0 views

SLGAT: Soft Labels Guided Graph Attention Networks
Feb 18, 2024
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0 views

Quality-Aware Streaming Network Embedding with Memory Refreshing
Oct 14, 2020
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15 views

Canonicalizing Knowledge Bases for Recruitment Domain
Oct 14, 2020
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32 views

Self-Supervised Learning for Semi-Supervised Time Series Classification
Oct 14, 2020
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1 views

Semi-supervised Learning Approach to Generate Neuroimaging Modalities with Adver...
Oct 14, 2020
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25 views

SubRank: Subgraph Embeddings via a Subgraph Proximity Measure
Oct 14, 2020
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21 views

MSGE: A Multi-step Gated Model for Knowledge Graph Completion
Feb 18, 2024
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0 views

Correlation Matters: Multi-scale Fine-grained Contextual Information Extraction ...
Oct 14, 2020
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22 views

Hydrological Process Surrogate Modelling and Simulation with Neural Networks
Oct 14, 2020
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30 views
Session #A4 (Association + Statistical Learning + Classication (2))

An Empirical Model for n-gram Frequency Distribution in Large Corpora
Oct 14, 2020
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5 views

FlowRec: Prototyping Session-based Recommender Systems in Streaming Mode
Oct 14, 2020
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13 views

Simultaneous ECG Heartbeat Segmentation and Classification with Feature Fusion a...
Feb 18, 2024
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1 views

Optimal Topology Search for Fast Model Averaging in Decentralized Parallel SGD
Oct 14, 2020
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15 views

Optimal subgroup discovery in purely numerical data
Oct 14, 2020
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80 views

Fusion-Extraction Network for Multimodal Sentiment Analysis
Feb 18, 2024
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0 views

Mask-Guided Region Attention Network for Person Re-Identification
Oct 14, 2020
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12 views

Multi-Information Source HIN for Medical Concept Embedding
Oct 14, 2020
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13 views

Multi-view Deep Gaussian Process with a Pre-training Acceleration Technique
Oct 14, 2020
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12 views

Level Set Estimation with Search SpaceWarping
Oct 14, 2020
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15 views

Learning Discriminative Neural Sentiment Units for Semi-supervised Target-level ...
Oct 14, 2020
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33 views

Mining Locally Trending High Utility Itemsets
Oct 14, 2020
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23 views
Session #B5 (Behavior Data + Multi-Source data + Deep Learning (1))

Tendi: Tensor Disaggregation from Multiple Coarse Views
Oct 14, 2020
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16 views

Attention-based Graph Evolution
Oct 14, 2020
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31 views

Dual-Component Deep Domain Adaptation: A New Approach for Cross Project Software...
Oct 14, 2020
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18 views

Prototype Similarity Learning for Activity Recognition
Oct 14, 2020
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18 views

BRUNCH: Branching Structure Inference of Hybrid Multivariate Hawkes Processes wi...
Oct 14, 2020
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9 views

Student Academic Performance Prediction Using Deep Multi-Source Behavior Sequent...
Oct 14, 2020
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35 views

FCP Filter: a Dynamic Clustering-Prediction Framework for Customer Behavior
Oct 14, 2020
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25 views

JarKA: Modeling Attribute Interactions for Cross-lingual Knowledge Alignment
Oct 14, 2020
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17 views

Code Action Network for Binary Function Scope Identification
Oct 14, 2020
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31 views

CrowdQM: Learning aspect-level user reliability and comment trustworthiness in d...
Oct 14, 2020
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57 views

Mobility Irregularity Detection with Smart Transit Card Data
Feb 18, 2024
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0 views

Towards Understanding Transfer Learning Algorithms Using Meta Transfer Features
Oct 14, 2020
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32 views
Session #A5 (Graph/Network/Social Data + Parallel/Distributed Mining)

Modeling Citation Trajectories of Scientific Papers
Oct 14, 2020
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42 views

Node Conductance: A Scalable Node Centrality Measure on Big Networks
Oct 14, 2020
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20 views

A Distributed Coordinate Descent Algorithm for Learning Factorization Machine
Oct 14, 2020
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23 views

Retrofitting Embeddings for Unsupervised User Identity Linkage
Oct 14, 2020
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19 views

Image Analysis Enhanced Event Detection from Geo-tagged Tweet Streams
Feb 18, 2024
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0 views

Drug-disease Graph: Predicting Adverse Drug Reaction Signals via Graph Neural Ne...
Oct 14, 2020
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28 views

Negative Sampling for Hyperlink Prediction in Networks
Oct 14, 2020
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15 views

AutoSUM: Automating Feature Extraction and Multi-user Preference Simulation for ...
Oct 14, 2020
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14 views

Data Centers Job Scheduling with Deep Reinforcement Learning
Oct 14, 2020
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21 views

Bottom-Up and Top-Down Graph Pooling
Oct 14, 2020
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31 views

Role Equivalence Attention for Label Propagation in Graph Neural Networks
Oct 14, 2020
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16 views

Robust Attribute and Structure Preserving Graph Embedding
Oct 14, 2020
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33 views
Session #B6 (Deep Learning (2))

CACRNN: A Context-aware Attention-based Convolutional Recurrent Neural Network f...
Oct 14, 2020
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19 views

6GCVAE: Gated Convolutional Variational Autoencoder for IPv6 Target Generatio
Oct 14, 2020
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15 views

Curiosity-driven Variational Autoencoder for Deep Q Network
Feb 18, 2024
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0 views

Inter-sentence and Implicit Causality Extraction from Chinese Corpus
Feb 18, 2024
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0 views

Attribute-driven Capsule Network for Entity Relation Prediction
Oct 14, 2020
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16 views

Accelerating Hyperparameter Optimization of Deep Neural Network via Progressive ...
Oct 14, 2020
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31 views

Estimation of Conditional Mixture Weibull Distribution with Right-Censored Data ...
Oct 14, 2020
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18 views

Case-Sensitive Neural Machine Translation
Oct 14, 2020
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32 views

Multi-level Memory Network with CRFs for Keyphrase Extraction
Oct 14, 2020
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22 views

DELAFO: An Efficient Portfolio Optimization Using Deep Neural Networks
Oct 14, 2020
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44 views
Session #B1 (Supervised Learning)

MIRD-Net for Medical Image Segmentation
Oct 14, 2020
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9 views

Long-term water pipe condition assessment: a semiparametric model using Gaussian...
Oct 14, 2020
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19 views

Semantics-reconstructing Hashing for Cross-modal Retrieval
Feb 18, 2024
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0 views

Exploiting the Matching Information in the Support Set for Few Shot Event Classi...
Oct 14, 2020
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14 views

JPLink: On Linking Jobs to Personality Profiles
Oct 14, 2020
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28 views

Chinese Sentence Semantic Matching Based on Multi-Granularity Fusion Model
Feb 18, 2024
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1 views
Workshop on Data Science for Fake News (DSFN 2020)

Adversarial Deep Factorization for Recommender Systems
Feb 18, 2024
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0 views

Detection of spammers using modified diffusion convolution neural network
Oct 14, 2020
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22 views

Dynamics Of Online Toxicity In The Asia-Pacific Region
Oct 14, 2020
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22 views