Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Quantum Entanglement Inspired Correlation Learning for Classification.

[BibT_eX]

[DOI]

Junwei Zhang

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

Neural Network Model Reconstructed from Entangled Quantum States.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

Feedforward Neural Network Reconstructed from High-order Quantum Systems.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

Multi-Task Learning with Calibrated Mixture of Insightful Experts.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Time Series Anomaly Detection for Smart Grids via Multiple Self-Supervised Tasks Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Knowledge Graph, 2022

Dual-Augment Graph Neural Network for Fraud Detection.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

TARA-Net: A Fusion Network for Detecting Takeaway Rider Accidents.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2021

ICS-GNN: Lightweight Interactive Community Search via Graph Neural Network.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

TigeCMN: On exploration of temporal interaction graph embedding via Coupled Memory Neural Networks.

[BibT_eX]

[DOI]

Neural Networks, 2021

HANP-Miner: High average utility nonoverlapping sequential pattern mining.

[BibT_eX]

[DOI]

Philippe Fournier-Viger

Xingquan Zhu

Xindong Wu

Knowl. Based Syst., 2021

Towards embedding information diffusion data for understanding big dynamic networks.

[BibT_eX]

[DOI]

Neurocomputing, 2021

QIRM: A quantum interactive retrieval model for session search.

[BibT_eX]

[DOI]

Neurocomputing, 2021

A subgraph-based knowledge reasoning method for collective fraud detection in E-commerce.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Large-scale online multi-view graph neural network and applications.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2021

PBCNN: Packet Bytes-based Convolutional Neural Network for Network Intrusion Detection.

[BibT_eX]

[DOI]

Comput. Networks, 2021

What Happens Behind the Scene? Towards Fraud Community Detection in E-Commerce from Online to Offline.

[BibT_eX]

[DOI]

Proceedings of the Companion of The Web Conference 2021, 2021

ATJ-Net: Auto-Table-Join Network for Automatic Learning on Relational Databases.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Predicting Price-Limit-Hitting Stocks with Hierarchical Graph Neural Network.

[BibT_eX]

[DOI]

Proceedings of the WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Hybrid Event / Melbourne, VIC, Australia, December 14 - 17, 2021, 2021

GPU-Accelerated Graph Label Propagation for Real-Time Fraud Detection.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

GraphPAS: Parallel Architecture Search for Graph Neural Networks.

[BibT_eX]

[DOI]

Jiamin Chen

Jianliang Gao

Yibo Chen

Moctard Babatounde Oloulade

Tengfei Lyu

Zhao Li

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

H2MN: Graph Similarity Learning with Hierarchical Hypergraph Matching Networks.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Live-Streaming Fraud Detection: A Heterogeneous Graph Neural Network Approach.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Author Name Disambiguation Using Multiple Graph Attention Networks.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Interactive Quantum Classifier Inspired by Quantum Open System Theory.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Quantum Correlation Revealed by Bell State for Classification Tasks.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

MDNN: A Multimodal Deep Neural Network for Predicting Drug-Drug Interaction Events.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

AdaBoosting Clusters on Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

Disentangled Deep Multivariate Hawkes Process for Learning Event Sequences.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

Heterogeneous Graph Neural Architecture Search.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

ATNN: Adversarial Two-Tower Neural Network for New Item's Popularity Prediction in E-commerce.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Large-scale Fake Click Detection for E-commerce Recommendation Systems.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Towards Efficient Motif-based Graph Partitioning: An Adaptive Sampling Approach.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Turbo: Fraud Detection in Deposit-free Leasing Service via Real-Time Behavior Network Mining.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Graph Neural Network for Ethereum Fraud Detection.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Knowledge, 2021

HSNP-Miner: High Utility Self-Adaptive Nonoverlapping Pattern Mining.

[BibT_eX]

[DOI]

Md. Motaher Hossain

Youxi Wu

Philippe Fournier-Viger

Zhao Li

Lei Guo

Yan Li

Proceedings of the 2021 IEEE International Conference on Big Knowledge, 2021

TAGCN: Typed Attention Graph Convolutional Networks for Entity Alignment in Cross-lingual Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

Improving Irregularly Sampled Time Series Learning with Time-Aware Dual-Attention Memory-Augmented Networks.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Fulfillment-Time-Aware Personalized Ranking for On-Demand Food Recommendation.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

From Community Search to Community Understanding: A Multimodal Community Query Engine.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

A Packet Scheduling Method Based on Dynamic Adjustment of Service Priority for Electric Power Wireless Communication Network.

[BibT_eX]

[DOI]

Wirel. Commun. Mob. Comput., 2020

Distant Supervision for E-commerce Query Segmentation via Attention Network.

[BibT_eX]

[DOI]

CoRR, 2020

A Survey on Contact Tracing: the Latest Advancements and Challenges.

[BibT_eX]

[DOI]

CoRR, 2020

Method and Dataset Entity Mining in Scientific Literature: A CNN + Bi-LSTM Model with Self-attention.

[BibT_eX]

[DOI]

CoRR, 2020

Attention with Long-Term Interval-Based Deep Sequential Learning for Recommendation.

[BibT_eX]

[DOI]

Complex., 2020

Deep Interest-Shifting Network with Meta-Embeddings for Fresh Item Recommendation.

[BibT_eX]

[DOI]

Complex., 2020

Co-Displayed Items Aware List Recommendation.

[BibT_eX]

[DOI]

IEEE Access, 2020

Learning Temporal Interaction Graph Embedding via Coupled Memory Networks.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

MGNN: A Multimodal Graph Neural Network for Predicting the Survival of Cancer Patients.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Online Partial Label Learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Collaboration Based Multi-Label Propagation for Fraud Detection.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

PoisonRec: An Adaptive Data Poisoning Framework for Attacking Black-box Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Hierarchical Bipartite Graph Neural Networks: Towards Large-Scale E-commerce Applications.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

De-Health: All Your Online Health Information Are Belong to Us.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Strong Statistical Correlation Revealed by Quantum Entanglement for Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Link Inference via Heterogeneous Multi-view Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

Dynamical User Intention Prediction via Multi-modal Learning.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

Attention with Long-Term Interval-Based Gated Recurrent Units for Modeling Sequential User Behaviors.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

Recommendation on Heterogeneous Information Network with Type-Sensitive Sampling.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

Time-aware Graph Relational Attention Network for Stock Recommendation.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Multi-Channel Sellers Traffic Allocation in Large-scale E-commerce Promotion.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Category-aware Graph Neural Networks for Improving E-commerce Review Helpfulness Prediction.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Multi-task Based Few-Shot Learning for Disease Similarity Measurement.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019

SHOAL: Large-scale Hierarchical Taxonomy via Graph-based Query Coalition in E-commerce.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

Spreading social influence with both positive and negative opinions in online networks.

[BibT_eX]

[DOI]

Big Data Min. Anal., 2019

MV-GCN: Multi-View Graph Convolutional Networks for Link Prediction.

[BibT_eX]

[DOI]

IEEE Access, 2019

Modeling Data, Information and Knowledge for Security Protection of Hybrid IoT and Edge Resources.

[BibT_eX]

[DOI]

IEEE Access, 2019

TiSSA: A Time Slice Self-Attention Approach for Modeling Sequential User Behaviors.

[BibT_eX]

[DOI]

Chenyi Lei

Shouling Ji

Zhao Li

Proceedings of the World Wide Web Conference, 2019

Securing the Deep Fraud Detector in Large-Scale E-Commerce Platform via Adversarial Machine Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Personalized Bundle List Recommendation.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Multi-Modal Generative Adversarial Network for Short Product Title Generation in Mobile E-Commerce.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

AddGraph: Anomaly Detection in Dynamic Graph Using Attention-based Temporal GCN.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

ActiveHNE: Active Heterogeneous Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Cross-Modal Zero-Shot Hashing.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

CATS: Cross-Platform E-Commerce Fraud Detection.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

FAIR: Fraud Aware Impression Regulation System in Large-Scale Real-Time E-Commerce Search Platform.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

A Novel Power System Anomaly Data Identification Method Based on Neural Network and Affine Propagation.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Security - 5th International Conference, 2019

Density Matrix Based Preference Evolution Networks for E-Commerce Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

Multi-task based Sales Predictions for Online Promotions.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

QPIN: A Quantum-inspired Preference Interactive Network for E-commerce Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

Product Title Refinement via Multi-Modal Generative Adversarial Learning.

[BibT_eX]

[DOI]

CoRR, 2018

Detecting Crowdturfing "Add to Favorites" Activities in Online Shopping.

[BibT_eX]

[DOI]

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Unsupervised Multi-view Nonlinear Graph Embedding.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

Interactive Paths Embedding for Semantic Proximity Search on Heterogeneous Graphs.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Impression Allocation for Combating Fraud in E-commerce Via Deep Reinforcement Learning with Action Norm Penalty.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Layerwise Perturbation-Based Adversarial Training for Hard Drive Health Degree Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Feature-Induced Partial Multi-label Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Learning Network Representations with Neighboring Affinity.

[BibT_eX]

[DOI]

Zhao Li

Jiaming Huang

Donghui Ding

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Cost Effective Multi-label Active Learning via Querying Subexamples.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Detecting and Characterizing Web Bot Traffic in a Large E-commerce Marketplace.

[BibT_eX]

[DOI]

Proceedings of the Computer Security, 2018

Deep Graph Embedding for Ranking Optimization in E-commerce.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

Hierarchical evolving Dirichlet processes for modeling nonlinear evolutionary traces in temporal data.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2017

Information Security in the Smart Grid: Survey and Challenges.

[BibT_eX]

[DOI]

Proceedings of the Geo-Spatial Knowledge and Intelligence - 5th International Conference, 2017

Influence Spread in Social Networks with both Positive and Negative Influences.

[BibT_eX]

[DOI]

Proceedings of the Computing and Combinatorics - 23rd International Conference, 2017

2015

Modeling Infinite Topics on Social Behavior Data with Spatio-temporal Dependence.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Fraud Transaction Recognition: A Money Flow Network Approach.

[BibT_eX]

[DOI]

Renxin Mao

Zhao Li

Jinhua Fu

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Zhao Li

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