Vol. 34 No. 01: AAAI-20 Technical Tracks 1
AAAI Technical Track: AI and the Web
A Spherical Convolution Approach for Learning Long Term Viewport Prediction in 360 Immersive Video
PDFA Recurrent Model for Collective Entity Linking with Adaptive Features
PDFTable2Analysis: Modeling and Recommendation of Common Analysis Patterns for Multi-Dimensional Data
PDFMulti-Channel Reverse Dictionary Model
PDFAn End-to-End Visual-Audio Attention Network for Emotion Recognition in User-Generated Videos
PDFD2D-LSTM: LSTM-Based Path Prediction of Content Diffusion Tree in Device-to-Device Social Networks
PDFLearning to Match on Graph for Fashion Compatibility Modeling
PDFCross-Modal Attention Network for Temporal Inconsistent Audio-Visual Event Localization
PDFIncremental Fairness in Two-Sided Market Platforms: On Smoothly Updating Recommendations
PDFA Variational Point Process Model for Social Event Sequences
PDFTowards Comprehensive Recommender Systems: Time-Aware Unified Recommendations Based on Listwise Ranking of Implicit Cross-Network Data
PDFMinimizing the Bag-of-Ngrams Difference for Non-Autoregressive Neural Machine Translation
PDFPEIA: Personality and Emotion Integrated Attentive Model for Music Recommendation on Social Media Platforms
PDFWhere to Go Next: Modeling Long- and Short-Term User Preferences for Point-of-Interest Recommendation
PDFKnowledge Graph Alignment Network with Gated Multi-Hop Neighborhood Aggregation
PDFLearning with Unsure Responses
PDFAuthor Name Disambiguation on Heterogeneous Information Network with Adversarial Representation Learning
PDFSocial Influence Does Matter: User Action Prediction for In-Feed Advertising
PDFMining Unfollow Behavior in Large-Scale Online Social Networks via Spatial-Temporal Interaction
PDFWho Likes What? — SplitLBI in Exploring Preferential Diversity of Ratings
PDFMulti-Feature Discrete Collaborative Filtering for Fast Cold-Start Recommendation
PDFModality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion
PDFDeep Match to Rank Model for Personalized Click-Through Rate Prediction
PDFType-Aware Anchor Link Prediction across Heterogeneous Networks Based on Graph Attention Network
PDFUnderstanding and Improving Proximity Graph Based Maximum Inner Product Search
PDFTrue Nonlinear Dynamics from Incomplete Networks
PDFFunctionality Discovery and Prediction of Physical Objects
PDFCross-Lingual Pre-Training Based Transfer for Zero-Shot Neural Machine Translation
PDFMultiSumm: Towards a Unified Model for Multi-Lingual Abstractive Summarization
PDFBalancing Spreads of Influence in a Social Network
PDFEfficient Heterogeneous Collaborative Filtering without Negative Sampling for Recommendation
PDFRevisiting Graph Based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach
PDFQuestion-Driven Purchasing Propensity Analysis for Recommendation
PDFGradient Method for Continuous Influence Maximization with Budget-Saving Considerations
PDFNorm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search
PDFModeling Fluency and Faithfulness for Diverse Neural Machine Translation
PDFLeveraging Title-Abstract Attentive Semantics for Paper Recommendation
PDFPreserving Ordinal Consensus: Towards Feature Selection for Unlabeled Data
PDFAn Attentional Recurrent Neural Network for Personalized Next Location Recommendation
PDFRe-Attention for Visual Question Answering
PDFSemi-Supervised Multi-Modal Learning with Balanced Spectral Decomposition
PDFMuMod: A Micro-Unit Connection Approach for Hybrid-Order Community Detection
PDF
AAAI Special Technical Track: AI for Social Impact
Interactive Learning with Proactive Cognition Enhancement for Crowd Workers
PDFWeakly-Supervised Fine-Grained Event Recognition on Social Media Texts for Disaster Management
PDFProtecting Geolocation Privacy of Photo Collections
PDFWeak Supervision for Fake News Detection via Reinforcement Learning
PDFNeural Approximate Dynamic Programming for On-Demand Ride-Pooling
PDFOn Identifying Hashtags in Disaster Twitter Data
PDFCapturing the Style of Fake News
PDFAutomatically Neutralizing Subjective Bias in Text
PDFThe Stanford Acuity Test: A Precise Vision Test Using Bayesian Techniques and a Discovery in Human Visual Response
PDFGuided Weak Supervision for Action Recognition with Scarce Data to Assess Skills of Children with Autism
PDFVoice for the Voiceless: Active Sampling to Detect Comments Supporting the Rohingyas
PDFLinguistic Fingerprints of Internet Censorship: The Case of Sina Weibo
PDFThe Unreasonable Effectiveness of Inverse Reinforcement Learning in Advancing Cancer Research
PDFFairyTED: A Fair Rating Predictor for TED Talk Data
PDFLightweight and Robust Representation of Economic Scales from Satellite Imagery
PDFDiscriminating Cognitive Disequilibrium and Flow in Problem Solving: A Semi-Supervised Approach Using Involuntary Dynamic Behavioral Signals
PDFFaking Fairness via Stealthily Biased Sampling
PDFA Distributed Multi-Sensor Machine Learning Approach to Earthquake Early Warning
PDFInferring Nighttime Satellite Imagery from Human Mobility
PDFHindi-English Hate Speech Detection: Author Profiling, Debiasing, and Practical Perspectives
PDFDetecting and Tracking Communal Bird Roosts in Weather Radar Data
PDFTracking Disaster Footprints with Social Streaming Data
PDFSpatio-Temporal Attention-Based Neural Network for Credit Card Fraud Detection
PDFUnsupervised Detection of Sub-Events in Large Scale Disasters
PDFCrisis-DIAS: Towards Multimodal Damage Analysis – Deployment, Challenges and Assessment
PDF
AAAI Technical Track: Applications
MixedAD: A Scalable Algorithm for Detecting Mixed Anomalies in Attributed Graphs
PDFMetaLight: Value-Based Meta-Reinforcement Learning for Traffic Signal Control
PDFReinforcement-Learning Based Portfolio Management with Augmented Asset Movement Prediction States
PDFAttention Based Data Hiding with Generative Adversarial Networks
PDFAirNet: A Calibration Model for Low-Cost Air Monitoring Sensors Using Dual Sequence Encoder Networks
PDFTowards Hands-Free Visual Dialog Interactive Recommendation
PDFOrder Matters: Semantic-Aware Neural Networks for Binary Code Similarity Detection
PDFGeometry-Constrained Car Recognition Using a 3D Perspective Network
PDFGenerating Adversarial Examples for Holding Robustness of Source Code Processing Models
PDFSpatio-Temporal Graph Structure Learning for Traffic Forecasting
PDFSemi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction
PDFA Novel Learning Framework for Sampling-Based Motion Planning in Autonomous Driving
PDFDeep Reservoir Computing Meets 5G MIMO-OFDM Systems in Symbol Detection
PDFRiskOracle: A Minute-Level Citywide Traffic Accident Forecasting Framework
PDFIteratively Questioning and Answering for Interpretable Legal Judgment Prediction
PDFIndex Tracking with Cardinality Constraints: A Stochastic Neural Networks Approach
PDFGMAN: A Graph Multi-Attention Network for Traffic Prediction
PDFMaskGEC: Improving Neural Grammatical Error Correction via Dynamic Masking
PDFOF-MSRN: Optical Flow-Auxiliary Multi-Task Regression Network for Direct Quantitative Measurement, Segmentation and Motion Estimation
PDFDynamic Malware Analysis with Feature Engineering and Feature Learning
PDFShoreline: Data-Driven Threshold Estimation of Online Reserves of Cryptocurrency Trading Platforms
PDFInstance-Wise Dynamic Sensor Selection for Human Activity Recognition
PDFFinding Minimum-Weight Link-Disjoint Paths with a Few Common Nodes
PDFFinding Needles in a Moving Haystack: Prioritizing Alerts with Adversarial Reinforcement Learning
PDFRobust Adversarial Objects against Deep Learning Models
PDFOMuLeT: Online Multi-Lead Time Location Prediction for Hurricane Trajectory Forecasting
PDFIncorporating Expert-Based Investment Opinion Signals in Stock Prediction: A Deep Learning Framework
PDFGraph-Driven Generative Models for Heterogeneous Multi-Task Learning
PDFTopic Enhanced Sentiment Spreading Model in Social Networks Considering User Interest
PDFHDK: Toward High-Performance Deep-Learning-Based Kirchhoff Analysis
PDFActor Critic Deep Reinforcement Learning for Neural Malware Control
PDFUrban2Vec: Incorporating Street View Imagery and POIs for Multi-Modal Urban Neighborhood Embedding
PDFHiding in Multilayer Networks
PDFDeepDualMapper: A Gated Fusion Network for Automatic Map Extraction Using Aerial Images and Trajectories
PDFAccelerating and Improving AlphaZero Using Population Based Training
PDFGraph Convolutional Networks with Markov Random Field Reasoning for Social Spammer Detection
PDFGenerative Adversarial Regularized Mutual Information Policy Gradient Framework for Automatic Diagnosis
PDFGenerate (Non-Software) Bugs to Fool Classifiers
PDFFairness-Aware Demand Prediction for New Mobility
PDFBeyond Digital Domain: Fooling Deep Learning Based Recognition System in Physical World
PDFScalable and Generalizable Social Bot Detection through Data Selection
PDFEffective Decoding in Graph Auto-Encoder Using Triadic Closure
PDFDATA-GRU: Dual-Attention Time-Aware Gated Recurrent Unit for Irregular Multivariate Time Series
PDFContinuous Multiagent Control Using Collective Behavior Entropy for Large-Scale Home Energy Management
PDFSpatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting
PDFSpatial Classification with Limited Observations Based on Physics-Aware Structural Constraint
PDFTowards Cross-Modality Medical Image Segmentation with Online Mutual Knowledge Distillation
PDFPrivacy-Preserving Gradient Boosting Decision Trees
PDFMRI Reconstruction with Interpretable Pixel-Wise Operations Using Reinforcement Learning
PDFPSENet: Psoriasis Severity Evaluation Network
PDFLearning Geo-Contextual Embeddings for Commuting Flow Prediction
PDFLearning Multi-Modal Biomarker Representations via Globally Aligned Longitudinal Enrichments
PDFAdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration
PDFConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context
PDFGait Recognition for Co-Existing Multiple People Using Millimeter Wave Sensing
PDFGeneralizable Resource Allocation in Stream Processing via Deep Reinforcement Learning
PDFActiveThief: Model Extraction Using Active Learning and Unannotated Public Data
PDFChemically Interpretable Graph Interaction Network for Prediction of Pharmacokinetic Properties of Drug-Like Molecules
PDFFuzzE: Fuzzy Fairness Evaluation of Offensive Language Classifiers on African-American English
PDFLearning to Generate Maps from Trajectories
PDFBursting the Filter Bubble: Fairness-Aware Network Link Prediction
PDFAccurate Structured-Text Spotting for Arithmetical Exercise Correction
PDFMulti-Scale Anomaly Detection on Attributed Networks
PDFGraduate Employment Prediction with Bias
PDFEnhancing Personalized Trip Recommendation with Attractive Routes
PDFPredictive Student Modeling in Educational Games with Multi-Task Learning
PDFGAN-Based Unpaired Chinese Character Image Translation via Skeleton Transformation and Stroke Rendering
PDFCORE: Automatic Molecule Optimization Using Copy & Refine Strategy
PDFPredicting AC Optimal Power Flows: Combining Deep Learning and Lagrangian Dual Methods
PDFDifferentially Private and Fair Classification via Calibrated Functional Mechanism
PDFCONAN: Complementary Pattern Augmentation for Rare Disease Detection
PDFGenerating Realistic Stock Market Order Streams
PDFCASTER: Predicting Drug Interactions with Chemical Substructure Representation
PDFRobust Low-Rank Discovery of Data-Driven Partial Differential Equations
PDFPose-Assisted Multi-Camera Collaboration for Active Object Tracking
PDFRegion Focus Network for Joint Optic Disc and Cup Segmentation
PDFDeepAlerts: Deep Learning Based Multi-Horizon Alerts for Clinical Deterioration on Oncology Hospital Wards
PDFSynSig2Vec: Learning Representations from Synthetic Dynamic Signatures for Real-World Verification
PDFA Graph Auto-Encoder for Haplotype Assembly and Viral Quasispecies Reconstruction
PDFRL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement Learning
PDFPairwise Learning with Differential Privacy Guarantees
PDFRumor Detection on Social Media with Bi-Directional Graph Convolutional Networks
PDFLearning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer
PDFDeepVar: An End-to-End Deep Learning Approach for Genomic Variant Recognition in Biomedical Literature
PDFAdaptive Greedy versus Non-Adaptive Greedy for Influence Maximization
PDFPay Your Trip for Traffic Congestion: Dynamic Pricing in Traffic-Aware Road Networks
PDFReal-Time Route Search by Locations
PDFTrueLearn: A Family of Bayesian Algorithms to Match Lifelong Learners to Open Educational Resources
PDFDoctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment
PDF