Pengpeng Zhao

Orcid: 0000-0002-3099-4523

According to our database1, Pengpeng Zhao authored at least 179 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Learning Global and Multi-granularity Local Representation with MLP for Sequential Recommendation.
ACM Trans. Knowl. Discov. Data, May, 2024

Multi-Hop Knowledge Graph Reasoning in Few-Shot Scenarios.
IEEE Trans. Knowl. Data Eng., April, 2024

Improving graph collaborative filtering with multimodal-side-information-enriched contrastive learning.
J. Intell. Inf. Syst., February, 2024

Intent Contrastive Learning with Cross Subsequences for Sequential Recommendation.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

2023
Tuning N-ary relation extraction as Machine Reading Comprehension.
Neurocomputing, December, 2023

Click is not equal to purchase: multi-task reinforcement learning for multi-behavior recommendation.
World Wide Web (WWW), November, 2023

Empowering A* Algorithm With Neuralized Variational Heuristics for Fastest Route Recommendation.
IEEE Trans. Knowl. Data Eng., October, 2023

Feature-Level Deeper Self-Attention Network With Contrastive Learning for Sequential Recommendation.
IEEE Trans. Knowl. Data Eng., October, 2023

MoviNet: A novel network for cross-modal map extraction by vision transformer and CNN.
Knowl. Based Syst., October, 2023

Quaternion-based graph convolution network for recommendation.
World Wide Web (WWW), September, 2023

Edge-enhanced Global Disentangled Graph Neural Network for Sequential Recommendation.
ACM Trans. Knowl. Discov. Data, July, 2023

Multi-dimensional Graph Neural Network for Sequential Recommendation.
Pattern Recognit., July, 2023

Quantum Image Processing Algorithm Using Line Detection Mask Based on NEQR.
Entropy, 2023

Multi-Modality is All You Need for Transferable Recommender Systems.
CoRR, 2023

Meta-optimized Joint Generative and Contrastive Learning for Sequential Recommendation.
CoRR, 2023

Frequency Enhanced Hybrid Attention Network for Sequential Recommendation.
CoRR, 2023

Sequential Recommendation with Diffusion Models.
CoRR, 2023

Meta-optimized Contrastive Learning for Sequential Recommendation.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Ensemble Modeling with Contrastive Knowledge Distillation for Sequential Recommendation.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Frequency Enhanced Hybrid Attention Network for Sequential Recommendation.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Sequential Recommendation with Probabilistic Logical Reasoning.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Disconnected Emerging Knowledge Graph Oriented Inductive Link Prediction.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Contrastive Enhanced Slide Filter Mixer for Sequential Recommendation.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

A Joint Link-Retrieve Framework for Open Table-and-Text Question Answering.
Proceedings of the Database Systems for Advanced Applications, 2023

2022
Where to Go Next: A Spatio-Temporal Gated Network for Next POI Recommendation.
IEEE Trans. Knowl. Data Eng., 2022

Learnable Model Augmentation Self-Supervised Learning for Sequential Recommendation.
CoRR, 2022

Conats: A Novel Framework for Cross-Modal Map Extraction.
Proceedings of the Web Information Systems Engineering - WISE 2022, 2022

Rumor Detection in Social Network via Influence Based on Bi-directional Graph Convolutional Network.
Proceedings of the Web Information Systems Engineering - WISE 2022, 2022

Help from Meta-Path: Node and Meta-Path Contrastive Learning for Recommender Systems.
Proceedings of the International Joint Conference on Neural Networks, 2022

Quaternion-Based Graph Contrastive Learning for Recommendation.
Proceedings of the International Joint Conference on Neural Networks, 2022

Online Social Event Detection via Filtering Strategy Graph Neural Network.
Proceedings of the Web Engineering - 22nd International Conference, 2022

Misty: Microservice-Based Streaming Trajectory Similarity Search.
Proceedings of the Service-Oriented Computing - 20th International Conference, 2022

Incorporating Commonsense Knowledge into Story Ending Generation via Heterogeneous Graph Networks.
Proceedings of the Database Systems for Advanced Applications, 2022

JS-STDGN: A Spatial-Temporal Dynamic Graph Network Using JS-Graph for Traffic Prediction.
Proceedings of the Database Systems for Advanced Applications, 2022

Aries: Accurate Metric-based Representation Learning for Fast Top-<i>k</i> Trajectory Similarity Query.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Contrastive Learning with Bidirectional Transformers for Sequential Recommendation.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Self-guided Contrastive Learning for Sequential Recommendation.
Proceedings of the Web and Big Data - 6th International Joint Conference, 2022

2021
Handling conditional queries and data storage on Hyperledger Fabric efficiently.
World Wide Web, 2021

On prediction of traffic flows in smart cities: a multitask deep learning based approach.
World Wide Web, 2021

Photo2Trip: Exploiting Visual Contents in Geo-Tagged Photos for Personalized Tour Recommendation.
IEEE Trans. Knowl. Data Eng., 2021

Predicting Destinations by a Deep Learning based Approach.
IEEE Trans. Knowl. Data Eng., 2021

Long- and short-term self-attention network for sequential recommendation.
Neurocomputing, 2021

Multi-Label Active Learning Algorithms for Image Classification: Overview and Future Promise.
ACM Comput. Surv., 2021

Edge-Enhanced Global Disentangled Graph Neural Network for Sequential Recommendation.
CoRR, 2021

Closing the "Quantum Supremacy" Gap: Achieving Real-Time Simulation of a Random Quantum Circuit Using a New Sunway Supercomputer.
CoRR, 2021

Exploiting Intra and Inter-field Feature Interaction with Self-Attentive Network for CTR Prediction.
Proceedings of the Web Information Systems Engineering - WISE 2021, 2021

MGSAN: A Multi-granularity Self-attention Network for Next POI Recommendation.
Proceedings of the Web Information Systems Engineering - WISE 2021, 2021

Closing the "quantum supremacy" gap: achieving real-time simulation of a random quantum circuit using a new Sunway supercomputer.
Proceedings of the International Conference for High Performance Computing, 2021

SW_Qsim: a minimize-memory quantum simulator with high-performance on a new Sunway supercomputer.
Proceedings of the International Conference for High Performance Computing, 2021

Robust SLAM Systems: Are We There Yet?
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

MFNP: A Meta-optimized Model for Few-shot Next POI Recommendation.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Variational Self-attention Network for Sequential Recommendation.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Considering Interaction Sequence of Historical Items for Conversational Recommender System.
Proceedings of the Database Systems for Advanced Applications, 2021

Knowledge-Aware Hypergraph Neural Network for Recommender Systems.
Proceedings of the Database Systems for Advanced Applications, 2021

Learning Disentangled User Representation Based on Controllable VAE for Recommendation.
Proceedings of the Database Systems for Advanced Applications, 2021

Tell Me Where to Go Next: Improving POI Recommendation via Conversation.
Proceedings of the Database Systems for Advanced Applications, 2021

When Hardness Makes a Difference: Multi-Hop Knowledge Graph Reasoning over Few-Shot Relations.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
A crowd-efficient learning approach for NER based on online encyclopedia.
World Wide Web, 2020

SGPM: a privacy protected approach of time-constrained graph pattern matching in cloud.
World Wide Web, 2020

Distributed and parallel processing for real-time and dynamic spatio-temporal graph.
World Wide Web, 2020

Lyapunov vector-based formation tracking control for unmanned aerial vehicles with obstacle/collision avoidance.
Trans. Inst. Meas. Control, 2020

Exploiting bi-directional global transition patterns and personal preferences for missing POI category identification.
Neural Networks, 2020

Enriching Context Information for Entity Linking with Web Data.
J. Comput. Sci. Technol., 2020

ATLRec: An Attentional Adversarial Transfer Learning Network for Cross-Domain Recommendation.
J. Comput. Sci. Technol., 2020

Collective spatial keyword search on activity trajectories.
GeoInformatica, 2020

S<sup>2</sup>R-tree: a pivot-based indexing structure for semantic-aware spatial keyword search.
GeoInformatica, 2020

Graph Factorization Machines for Cross-Domain Recommendation.
CoRR, 2020

Visual and Textual Jointly Enhanced Interpretable Fashion Recommendation.
IEEE Access, 2020

Exploiting Aesthetic Preference in Deep Cross Networks for Cross-domain Recommendation.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

User Profile Linkage Across Multiple Social Platforms.
Proceedings of the Web Information Systems Engineering - WISE 2020, 2020

Path-Based Academic Paper Recommendation.
Proceedings of the Web Information Systems Engineering - WISE 2020, 2020

Learning Short-Term Differences and Long-Term Dependencies for Entity Alignment.
Proceedings of the Semantic Web - ISWC 2020, 2020

Collaborative Self-Attention Network for Session-based Recommendation.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Are We Ready for Service Robots? The OpenLORIS-Scene Datasets for Lifelong SLAM.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

A Distributed Framework for Online Stream Data Clustering.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2020

Hierarchical Variational Attention for Sequential Recommendation.
Proceedings of the Database Systems for Advanced Applications, 2020

Cross-Domain Recommendation with Adversarial Examples.
Proceedings of the Database Systems for Advanced Applications, 2020

Vector-Level and Bit-Level Feature Adjusted Factorization Machine for Sparse Prediction.
Proceedings of the Database Systems for Advanced Applications, 2020

MTGCN: A Multitask Deep Learning Model for Traffic Flow Prediction.
Proceedings of the Database Systems for Advanced Applications, 2020

Modeling Periodic Pattern with Self-Attention Network for Sequential Recommendation.
Proceedings of the Database Systems for Advanced Applications, 2020

SAEA: Self-Attentive Heterogeneous Sequence Learning Model for Entity Alignment.
Proceedings of the Database Systems for Advanced Applications, 2020

Knowledge Graph Attention Network Enhanced Sequential Recommendation.
Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

Spatio-Temporal Self-Attention Network for Next POI Recommendation.
Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

2019
Scalable and Adaptive Joins for Trajectory Data in Distributed Stream System.
J. Comput. Sci. Technol., 2019

Deep Cross Networks with Aesthetic Preference for Cross-domain Recommendation.
CoRR, 2019

Exploiting Aesthetic Features in Visual Contents for Movie Recommendation.
IEEE Access, 2019

Inter-Basket and Intra-Basket Adaptive Attention Network for Next Basket Recommendation.
IEEE Access, 2019

Recurrent Convolutional Neural Network for Sequential Recommendation.
Proceedings of the World Wide Web Conference, 2019

Handling Conditional Queries on Hyperledger Fabric Efficiently.
Proceedings of the Web Information Systems Engineering - WISE 2019, 2019

Interaction Graph Neural Network for News Recommendation.
Proceedings of the Web Information Systems Engineering - WISE 2019, 2019

Multiple Interaction Attention Model for Open-World Knowledge Graph Completion.
Proceedings of the Web Information Systems Engineering - WISE 2019, 2019

Distant Supervised Why-Question Generation with Passage Self-Matching Attention.
Proceedings of the International Joint Conference on Neural Networks, 2019

Feature-level Deeper Self-Attention Network for Sequential Recommendation.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Graph Contextualized Self-Attention Network for Session-based Recommendation.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

DMFP: A Dynamic Multi-faceted Fine-Grained Preference Model for Recommendation.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Reinforcement Learning Based Monte Carlo Tree Search for Temporal Path Discovery.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Real-Time Trajectory Similarity Processing Using Longest Common Subsequence.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

AdaCML: Adaptive Collaborative Metric Learning for Recommendation.
Proceedings of the Database Systems for Advanced Applications, 2019

Adaptive Attention-Aware Gated Recurrent Unit for Sequential Recommendation.
Proceedings of the Database Systems for Advanced Applications, 2019

Attention and Convolution Enhanced Memory Network for Sequential Recommendation.
Proceedings of the Database Systems for Advanced Applications, 2019

Unsupervised Entity Alignment Using Attribute Triples and Relation Triples.
Proceedings of the Database Systems for Advanced Applications, 2019

An Unsupervised Learning Approach for NER Based on Online Encyclopedia.
Proceedings of the Web and Big Data - Third International Joint Conference, 2019

Where to Go Next: A Spatio-Temporal Gated Network for Next POI Recommendation.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Semantic-aware top-k spatial keyword queries.
World Wide Web, 2018

基于主题模型的位置感知订阅发布系统 (Location-awareness Publication Subscription System Based on Topic Model).
计算机科学, 2018

A Generative Model Approach for Geo-Social Group Recommendation.
J. Comput. Sci. Technol., 2018

An Active Learning Approach for Multi-Label Image Classification with Sample Noise.
Int. J. Pattern Recognit. Artif. Intell., 2018

Efficient sampling methods for characterizing POIs on maps based on road networks.
Frontiers Comput. Sci., 2018

Where to Go Next: A Spatio-temporal LSTM model for Next POI Recommendation.
CoRR, 2018

Exploiting Visual Contents in Posters and Still Frames for Movie Recommendation.
IEEE Access, 2018

Unified User and Item Representation Learning for Joint Recommendation in Social Network.
Proceedings of the Web Information Systems Engineering - WISE 2018, 2018

Eliminating Temporal Conflicts in Uncertain Temporal Knowledge Graphs.
Proceedings of the Web Information Systems Engineering - WISE 2018, 2018

LC-RNN: A Deep Learning Model for Traffic Speed Prediction.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Publishing Graph Node Strength Histogram with Edge Differential Privacy.
Proceedings of the Database Systems for Advanced Applications, 2018

On Prediction of User Destination by Sub-Trajectory Understanding: A Deep Learning based Approach.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Exploiting Implicit Social Relationship for Point-of-Interest Recommendation.
Proceedings of the Web and Big Data - Second International Joint Conference, 2018

2017
Location-aware publish/subscribe index with complex boolean expressions.
World Wide Web, 2017

Monochromatic and bichromatic ranked reverse boolean spatial keyword nearest neighbors search.
World Wide Web, 2017

A feature based method for trajectory dataset segmentation and profiling.
World Wide Web, 2017

Weak-Labeled Active Learning With Conditional Label Dependence for Multilabel Image Classification.
IEEE Trans. Multim., 2017

Active learning with label correlation exploration for multi-label image classification.
IET Comput. Vis., 2017

Refining Automatically Extracted Knowledge Bases Using Crowdsourcing.
Comput. Intell. Neurosci., 2017

Social Personalized Ranking Embedding for Next POI Recommendation.
Proceedings of the Web Information Systems Engineering - WISE 2017, 2017

Photo2Trip: Exploiting Visual Contents in Geo-tagged Photos for Personalized Tour Recommendation.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Adaptive Low-Rank Multi-Label Active Learning for Image Classification.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Multi-label active learning with low-rank mapping for image classification.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Exploiting Hierarchical Structures for POI Recommendation.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Measuring and Maximizing Influence via Random Walk in Social Activity Networks.
Proceedings of the Database Systems for Advanced Applications, 2017

Outlier Trajectory Detection: A Trajectory Analytics Based Approach.
Proceedings of the Database Systems for Advanced Applications, 2017

2016
Impact of Online Activities on Influence Maximization: A Random Walk Approach.
CoRR, 2016

Stratification-Based Outlier Detection over the Deep Web.
Comput. Intell. Neurosci., 2016

A Hybrid Machine-Crowdsourcing Approach for Web Table Matching and Cleaning.
Proceedings of the Web-Age Information Management - 17th International Conference, 2016

Multi-label active learning for image classification with asymmetrical conditional dependence.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

CTextEM: Using Consolidated Textual Data for Entity Matching.
Proceedings of the Database Systems for Advanced Applications, 2016

Efficient Query Processing with Mutual Privacy Protection for Location-Based Services.
Proceedings of the Database Systems for Advanced Applications, 2016

An Efficient Location-Aware Top-k Subscription Matching for Publish/Subscribe with Boolean Expressions.
Proceedings of the Database Systems for Advanced Applications, 2016

A Hybrid Method for POI Recommendation: Combining Check-In Count, Geographical Information and Reviews.
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

2015
Active transfer learning of matching query results across multiple sources.
Frontiers Comput. Sci., 2015

Immune Centroids Oversampling Method for Binary Classification.
Comput. Intell. Neurosci., 2015

HV: A Feature Based Method for Trajectory Dataset Profiling.
Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

An Efficient Location-Aware Publish/Subscribe Index with Boolean Expressions.
Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

Ranked Reverse Boolean Spatial Keyword Nearest Neighbors Search.
Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

Effective Sampling of Points of Interests on Maps Based on Road Networks.
Proceedings of the Web-Age Information Management - 16th International Conference, 2015

NokeaRM: Employing Non-key Attributes in Record Matching.
Proceedings of the Web-Age Information Management - 16th International Conference, 2015

Batch Mode Active Learning for Networked Data with Optimal Subset Selection.
Proceedings of the Web-Age Information Management - 16th International Conference, 2015

RPCV: Recommend Potential Customers to Vendors in Location-Based Social Network.
Proceedings of the Web-Age Information Management - 16th International Conference, 2015

SmartInt: A Demonstration System for the Interaction Between Schema Mapping and Record Matching.
Proceedings of the Web-Age Information Management - 16th International Conference, 2015

Semi-automatic Labeling with Active Learning for Multi-label Image Classification.
Proceedings of the Advances in Multimedia Information Processing - PCM 2015, 2015

Immune Centroids Over-Sampling Method for Multi-Class Classification.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Weak Labeled Multi-Label Active Learning for Image Classification.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Multi-Label Active Learning with Chi-Square Statistics for Image Classification.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

A Context-Aware Trust-Oriented Influencers Finding in Online Social Networks.
Proceedings of the 2015 IEEE International Conference on Web Services, 2015

Multi-label active learning with label correlation for image classification.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Improving ontology matching with propagation strategy and user feedback.
Proceedings of the Seventh International Conference on Digital Image Processing, 2015

Efficient Trip Planning for Maximizing User Satisfaction.
Proceedings of the Database Systems for Advanced Applications, 2015

Scalable Top- k Spatial Image Search on Road Networks.
Proceedings of the Database Systems for Advanced Applications, 2015

Best First Over-Sampling for Multilabel Classification.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

PPS-POI-Rec: A Privacy Preserving Social Point-of-Interest Recommender System.
Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015

A Secure and Efficient Framework for Privacy Preserving Social Recommendation.
Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015

EPEMS: An Entity Matching System for E-Commerce Products.
Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015

TK-SK: Textual-Restricted K Spatial Keyword Query on Road Networks.
Proceedings of the Databases Theory and Applications, 2015

Effective Spatial Keyword Query Processing on Road Networks.
Proceedings of the Databases Theory and Applications, 2015

2014
Multi-label active learning for image classification.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

A Serial Sample Selection Framework for Active Learning.
Proceedings of the Advanced Data Mining and Applications - 10th International Conference, 2014

Active Multi-label Learning with Optimal Label Subset Selection.
Proceedings of the Advanced Data Mining and Applications - 10th International Conference, 2014

2013
Integrating multiple information of active learning for image classification.
Proceedings of the 2013 IEEE International Conference on Granular Computing, 2013

2012
A Novel De-noising Model Based on Independent Component Analysis and Beamlet Transform.
J. Multim., 2012

Blocking Contourlet Transform: An Improvement of Contourlet Transformand Its Application to Image Retrieval.
J. Comput., 2012

Traffic Vehicle Behavior Prediction Using Hidden Markov Models.
Proceedings of the Artificial Intelligence and Computational Intelligence, 2012

2011
Research on vehicle tracking algorithm using Contourlet transform.
Proceedings of the 14th International IEEE Conference on Intelligent Transportation Systems, 2011

2010
Efficient Selection and Integration of Hidden Web Database.
J. Comput., 2010

Utility Maximization Model for Deep Web Source Selection and Integration.
J. Comput., 2010

2009
Extension of OWL with Dynamic Fuzzy Logic.
Proceedings of the Advances in Web and Network Technologies, and Information Management, 2009

2008
SDWS: Semantic Search for Deep Web Data.
Proceedings of the International Symposium on Information Processing, 2008

From Wrapping to Knowledge: Domain Ontology Learning from Deep Web.
Proceedings of the International Symposium on Information Processing, 2008

Ontology-Based Deep Web Data Sources Selection.
Proceedings of the Hybrid Artificial Intelligence Systems, Third International Workshop, 2008

Organizing Structured Deep Web by Clustering Query Interfaces Link Graph.
Proceedings of the Advanced Data Mining and Applications, 4th International Conference, 2008

2007
Ontology-Based Focused Crawling of Deep Web Sources.
Proceedings of the Knowledge Science, 2007

Deep Web Sources Focused Crawling.
Proceedings of the International Conference on Enterprise Information Systems and Web Technologies, 2007


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