Qi Liu

Orcid: 0000-0001-6956-5550

Affiliations:

University of Science and Technology of China, School of Computer Science and Technology, Anhui Province Key Laboratory of Big Data Analysis and Application, Hefei, China

According to our database¹, Qi Liu authored at least 319 papers between 2010 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

HACAN: a hierarchical answer-aware and context-aware network for question generation.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., October, 2024

A relation-aware representation approach for the question matching system.

[BibT_eX]

[DOI]

World Wide Web (WWW), March, 2024

Global and local neural cognitive modeling for student performance prediction.

[BibT_eX]

[DOI]

Expert Syst. Appl., March, 2024

A Multi-Aspect Neural Tensor Factorization Framework for Patent Litigation Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, February, 2024

Color Enhanced Cross Correlation Net for Image Sentiment Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

FedGT: Federated Node Classification with Scalable Graph Transformer.

[BibT_eX]

[DOI]

CoRR, 2024

GAP: A Grammar and Position-Aware Framework for Efficient Recognition of Multi-Line Mathematical Formulas.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

2023

An Empirical Study of User Engagement in Influencer Marketing on Weibo and WeChat.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., December, 2023

A Probabilistic Framework for Temporal Cognitive Diagnosis in Online Learning Systems.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., December, 2023

Composing Like an Ancient Chinese Poet: Learn to Generate Rhythmic Chinese Poetry.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., December, 2023

TechPat: Technical Phrase Extraction for Patent Mining.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, November, 2023

An Efficient and Robust Semantic Hashing Framework for Similar Text Search.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., October, 2023

A Search Space Reduction-Based Progressive Evolutionary Algorithm for Influence Maximization in Social Networks.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., October, 2023

Model Inversion Attacks Against Graph Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., September, 2023

HmcNet: A General Approach for Hierarchical Multi-Label Classification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., September, 2023

HMNet: a hierarchical multi-modal network for educational video concept prediction.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., September, 2023

Overlapping community-based particle swarm optimization algorithm for influence maximization in social networks.

[BibT_eX]

[DOI]

CAAI Trans. Intell. Technol., September, 2023

NeuralCD: A General Framework for Cognitive Diagnosis.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., August, 2023

Monitoring Student Progress for Learning Process-Consistent Knowledge Tracing.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., August, 2023

Dynamic Cognitive Diagnosis: An Educational Priors-Enhanced Deep Knowledge Tracing Perspective.

[BibT_eX]

[DOI]

IEEE Trans. Learn. Technol., June, 2023

What is Market Talking About? Market-Oriented Prospect Analysis for Entrepreneur Fundraising.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., June, 2023

Learning From Ideography and Labels: A Schema-Aware Radical-Guided Associative Model for Chinese Text Classification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., June, 2023

Federated User Modeling from Hierarchical Information.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., April, 2023

Personal or General? A Hybrid Strategy with Multi-factors for News Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., April, 2023

Decoupled Representation Learning for Attributed Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., March, 2023

LadRa-Net: Locally Aware Dynamic Reread Attention Net for Sentence Semantic Matching.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., February, 2023

EATN: An Efficient Adaptive Transfer Network for Aspect-Level Sentiment Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2023

Learning the Explainable Semantic Relations via Unified Graph Topic-Disentangled Neural Networks.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2023

ICL-Net: Global and Local Inter-Pixel Correlations Learning Network for Skin Lesion Segmentation.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2023

A Blockchain-Based Secure Searching Strategy for Metadata in Mobile Edge Computing.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2023

Zero-1-to-3: Domain-level Zero-shot Cognitive Diagnosis via One Batch of Early-bird Students towards Three Diagnostic Objectives.

[BibT_eX]

[DOI]

CoRR, 2023

Sparse Attention-Based Neural Networks for Code Classification.

[BibT_eX]

[DOI]

Ziyang Xiang

Zaixi Zhang

Qi Liu

CoRR, 2023

Towards Automatic Sampling of User Behaviors for Sequential Recommender Systems.

[BibT_eX]

[DOI]

CoRR, 2023

AdaptSSR: Pre-training User Model with Augmentation-Adaptive Self-Supervised Ranking.

[BibT_eX]

[DOI]

CoRR, 2023

Reformulating Sequential Recommendation: Learning Dynamic User Interest with Content-enriched Language Modeling.

[BibT_eX]

[DOI]

CoRR, 2023

FedJudge: Federated Legal Large Language Model.

[BibT_eX]

[DOI]

CoRR, 2023

Identifiable Cognitive Diagnosis with Encoder-decoder for Modelling Students' Performance.

[BibT_eX]

[DOI]

CoRR, 2023

When Large Language Models Meet Personalization: Perspectives of Challenges and Opportunities.

[BibT_eX]

[DOI]

CoRR, 2023

Multi-Dimensional Ability Diagnosis for Machine Learning Algorithms.

[BibT_eX]

[DOI]

CoRR, 2023

A Systematic Survey in Geometric Deep Learning for Structure-based Drug Design.

[BibT_eX]

[DOI]

CoRR, 2023

Efficiently Measuring the Cognitive Ability of LLMs: An Adaptive Testing Perspective.

[BibT_eX]

[DOI]

CoRR, 2023

A Survey on Large Language Models for Recommendation.

[BibT_eX]

[DOI]

CoRR, 2023

An Equivariant Generative Framework for Molecular Graph-Structure Co-Design.

[BibT_eX]

[DOI]

CoRR, 2023

Quiz-based Knowledge Tracing.

[BibT_eX]

[DOI]

CoRR, 2023

TimeMAE: Self-Supervised Representations of Time Series with Decoupled Masked Autoencoders.

[BibT_eX]

[DOI]

CoRR, 2023

A Novel Approach for Auto-Formulation of Optimization Problems.

[BibT_eX]

[DOI]

CoRR, 2023

Tracing Knowledge Instead of Patterns: Stable Knowledge Tracing with Diagnostic Transformer.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

MassNE: Exploring Higher-Order Interactions with Marginal Effect for Massive Battle Outcome Prediction.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

FormerTime: Hierarchical Multi-Scale Representations for Multivariate Time Series Classification.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

A Mathematical Word Problem Generator with Structure Planning and Knowledge Enhancement.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Leveraging Transferable Knowledge Concept Graph Embedding for Cold-Start Cognitive Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Using Entropy for Group Sampling in Pairwise Ranking from implicit feedback.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Full-Atom Protein Pocket Design via Iterative Refinement.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Cognitive Evolutionary Search to Select Feature Interactions for Click-Through Rate Prediction.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Learning Behavior-oriented Knowledge Tracing.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Recognizing Unseen Objects via Multimodal Intensive Knowledge Graph Propagation.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Guiding Mathematical Reasoning via Mastering Commonsense Formula Knowledge.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Actor-Multi-Scale Context Bidirectional Higher Order Interactive Relation Network for Spatial-Temporal Action Localization.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Exploiting Non-Interactive Exercises in Cognitive Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Learning Subpocket Prototypes for Generalizable Structure-based Drug Design.

[BibT_eX]

[DOI]

Zaixi Zhang

Qi Liu

Proceedings of the International Conference on Machine Learning, 2023

Molecule Generation For Target Protein Binding with Structural Motifs.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Collaborative List-and-Pairwise Filtering from Implicit Feedback : Extended Abstract.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Class-Dynamic and Hierarchy-Constrained Network for Entity Linking.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2023

ShapeWordNet: An Interpretable Shapelet Neural Network for Physiological Signal Classification.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2023

Backdoor Defense via Deconfounded Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Simulating Student Interactions with Two-stage Imitation Learning for Intelligent Educational Systems.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Federated News Recommendation with Fine-grained Interpolation and Dynamic Clustering.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

PaperLM: A Pre-trained Model for Hierarchical Examination Paper Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Search-Efficient Computerized Adaptive Testing.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Diagnosis Then Aggregation: An Adaptive Ensemble Strategy for Keyphrase Extraction.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence - Third CAAI International Conference, 2023

Enhancing Hierarchical Text Classification through Knowledge Graph Integration.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Learning by Applying: A General Framework for Mathematical Reasoning via Enhancing Explicit Knowledge Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Untargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings and the Defense.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

HyperSoRec: Exploiting Hyperbolic User and Item Representations with Multiple Aspects for Social-aware Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2022

Collaborative List-and-Pairwise Filtering From Implicit Feedback.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Understanding the Users and Videos by Mining a Novel Danmu Dataset.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2022

Personalized Recommendation in P2P Lending Based on Risk-Return Management: A Multi-Objective Perspective.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2022

Causal Narrative Comprehension: A New Perspective for Emotion Cause Extraction.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2022

Estimating fund-raising performance for start-up projects from a market graph perspective.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

A hierarchical interactive multi-channel graph neural network for technological knowledge flow forecasting.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2022

Towards Exploring Large Molecular Space: An Efficient Chemical Genetic Algorithm.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2022

Clause-level Relationship-aware Math Word Problems Solver.

[BibT_eX]

[DOI]

Int. J. Autom. Comput., 2022

Accelerating local SGD for non-IID data using variance reduction.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2022

NCRNet: Neighborhood Context Refinement Network for skin lesion segmentation.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2022

Toward intelligent financial advisors for identifying potential clients: A multitask perspective.

[BibT_eX]

[DOI]

Big Data Min. Anal., 2022

FeedRec: News Feed Recommendation with Various User Feedbacks.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Deep Unified Representation for Heterogeneous Recommendation.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Towards Automatic Discovering of Deep Hybrid Network Architecture for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

AdaptKT: A Domain Adaptable Method for Knowledge Tracing.

[BibT_eX]

[DOI]

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

A Robust Computerized Adaptive Testing Approach in Educational Question Retrieval.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Graph Adaptive Semantic Transfer for Cross-domain Sentiment Classification.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Introducing Problem Schema with Hierarchical Exercise Graph for Knowledge Tracing.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Assessing Student's Dynamic Knowledge State by Exploring the Question Difficulty Effect.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Teaching Text Classification Models Some Common Sense via Q &A Statistics: A Light and Transplantable Approach.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2022

Hierarchical Graph Transformer with Adaptive Node Sampling.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

DARE: Disentanglement-Augmented Rationale Extraction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Incremental Cognitive Diagnosis for Intelligent Education.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

HierCDF: A Bayesian Network-based Hierarchical Cognitive Diagnosis Framework.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Text Classification via Learning Semantic Dependency and Association.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

A Cognitive Solver with Autonomously Knowledge Learning for Reasoning Mathematical Answers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

One Person, One Model - Learning Compound Router for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

Multi-Sentence Matching via Exploiting List-level Semantics Expansion.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Knowledge Graph, 2022

Tiny-NewsRec: Effective and Efficient PLM-based News Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Tipster: A Topic-Guided Language Model for Topic-Aware Text Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2022

CPEE: Civil Case Judgment Prediction centering on the Trial Mode of Essential Elements.

[BibT_eX]

[DOI]

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

A Hyperbolic-to-Hyperbolic User Representation with Multi-aspect for Social Recommendation.

[BibT_eX]

[DOI]

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

Following the Lecturer: Hierarchical Knowledge Concepts Prediction for Educational Videos.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence - Second CAAI International Conference, 2022

Nested Named Entity Recognition from Medical Texts: An Adaptive Shared Network Architecture with Attentive CRF.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence - Second CAAI International Conference, 2022

Dynamic Clustering Federated Learning for Non-IID Data.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence - Second CAAI International Conference, 2022

Dependency and Association Enhanced Finding Similar Exercises in Online Education System.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Cloud Computing and Intelligent Systems, 2022

Incorporating Dynamic Semantics into Pre-Trained Language Model for Aspect-based Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Fully Adaptive Framework: Neural Computerized Adaptive Testing for Online Education.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

ProtGNN: Towards Self-Explaining Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Anisotropic Additive Quantization for Fast Inner Product Search.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Multilevel Image-Enhanced Sentence Representation Net for Natural Language Inference.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2021

Promotion of Answer Value Measurement With Domain Effects in Community Question Answering Systems.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2021

Exploiting Real-time Search Engine Queries for Earthquake Detection: A Summary of Results.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2021

EKT: Exercise-Aware Knowledge Tracing for Student Performance Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Time-and-Concept Enhanced Deep Multidimensional Item Response Theory for interpretable Knowledge Tracing.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Multiple graph kernel learning based on GMDH-type neural network.

[BibT_eX]

[DOI]

Inf. Fusion, 2021

Tiny-NewsRec: Efficient and Effective PLM-based News Recommendation.

[BibT_eX]

[DOI]

CoRR, 2021

LadRa-Net: Locally-Aware Dynamic Re-read Attention Net for Sentence Semantic Matching.

[BibT_eX]

[DOI]

CoRR, 2021

A Survey of Knowledge Tracing.

[BibT_eX]

[DOI]

CoRR, 2021

Hierarchical Personalized Federated Learning for User Modeling.

[BibT_eX]

[DOI]

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

A Hybrid Bandit Model with Visual Priors for Creative Ranking in Display Advertising.

[BibT_eX]

[DOI]

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

Multi-Interactive Attention Network for Fine-grained Feature Learning in CTR Prediction.

[BibT_eX]

[DOI]

Proceedings of the WSDM '21, 2021

Federated Deep Knowledge Tracing.

[BibT_eX]

[DOI]

Proceedings of the WSDM '21, 2021

Circumstances enhanced Criminal Court View Generation.

[BibT_eX]

[DOI]

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

NeurJudge: A Circumstance-aware Neural Framework for Legal Judgment Prediction.

[BibT_eX]

[DOI]

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

Enhanced Representation Learning for Examination Papers with Hierarchical Document Structure.

[BibT_eX]

[DOI]

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

RCD: Relation Map Driven Cognitive Diagnosis for Intelligent Education Systems.

[BibT_eX]

[DOI]

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

Learning Recommender Systems with Implicit Feedback via Soft Target Enhancement.

[BibT_eX]

[DOI]

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

XCrossNet: Feature Structure-Oriented Learning for Click-Through Rate Prediction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

Motif-based Graph Self-Supervised Learning for Molecular Property Prediction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Modeling Context-aware Features for Cognitive Diagnosis in Student Learning.

[BibT_eX]

[DOI]

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

Leveraging Tripartite Interaction Information from Live Stream E-Commerce for Improving Product Recommendation.

[BibT_eX]

[DOI]

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

Learning Process-consistent Knowledge Tracing.

[BibT_eX]

[DOI]

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

Online Additive Quantization.

[BibT_eX]

[DOI]

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

DisenQNet: Disentangled Representation Learning for Educational Questions.

[BibT_eX]

[DOI]

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

LawyerPAN: A Proficiency Assessment Network for Trial Lawyers.

[BibT_eX]

[DOI]

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

GraphMI: Extracting Private Graph Data from Graph Neural Networks.

[BibT_eX]

[DOI]

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

Preference-Adaptive Meta-Learning for Cold-Start Recommendation.

[BibT_eX]

[DOI]

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

Item Response Ranking for Cognitive Diagnosis.

[BibT_eX]

[DOI]

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

Towards a New Generation of Cognitive Diagnosis.

[BibT_eX]

[DOI]

Qi Liu

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

Guided Attention Network for Concept Extraction.

[BibT_eX]

[DOI]

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

Technological Knowledge Flow Forecasting through A Hierarchical Interactive Graph Neural Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

Group-Level Cognitive Diagnosis: A Multi-Task Learning Perspective.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

STAN: Adversarial Network for Cross-domain Question Difficulty Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

Learning Transferable User Representations with Sequential Behaviors via Contrastive Pre-training.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

DAE-GAN: Dynamic Aspect-aware GAN for Text-to-Image Synthesis.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Consistency-aware Multi-modal Network for Hierarchical Multi-label Classification in Online Education System.

[BibT_eX]

[DOI]

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

NewsBERT: Distilling Pre-trained Language Model for Intelligent News Application.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Learning the Implicit Semantic Representation on Graph-Structured Data.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2021

Unpaired Multimodal Neural Machine Translation via Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2021

SIFN: A Sentiment-aware Interactive Fusion Network for Review-based Item 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

Legal Judgment Prediction with Multiple Perspectives on Civil Cases.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence - First CAAI International Conference, 2021

Exploiting Visual Context and Multi-grained Semantics for Social Text Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence - First CAAI International Conference, 2021

Stable and Diverse: A Unified Approach for Computerized Adaptive Testing.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Cloud Computing and Intelligent Systems, 2021

Coupling Macro-Sector-Micro Financial Indicators for Learning Stock Representations with Less Uncertainty.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Ideography Leads Us to the Field of Cognition: A Radical-Guided Associative Model for Chinese Text Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

HMS: A Hierarchical Solver with Dependency-Enhanced Understanding for Math Word Problem.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Cross-Oilfield Reservoir Classification via Multi-Scale Sensor Knowledge Transfer.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

NeuralAC: Learning Cooperation and Competition Effects for Match Outcome Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Maximum a Posteriori Estimation for Information Source Detection.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2020

Learning or Forgetting? A Dynamic Approach for Tracking the Knowledge Proficiency of Students.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2020

Voice of Charity: Prospecting the Donation Recurrence & Donor Retention in Crowdfunding.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

Pop Music Generation: From Melody to Multi-style Arrangement.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2020

Product Supply Optimization for Crowdfunding Campaigns.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2020

Probabilistic SVM classifier ensemble selection based on GMDH-type neural network.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

A hybrid neural network for predicting Days on Market a measure of liquidity in real estate industry.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Preface.

[BibT_eX]

[DOI]

Min-Ling Zhang

Yu-Feng Li

Qi Liu

J. Comput. Sci. Technol., 2020

Combining contextual neural networks for time series classification.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Dual-collaborative DoS/DDoS mitigation approach in information-centric mobile Internet.

[BibT_eX]

[DOI]

Jia Chen

Haiyu Jia

Qi Liu

Int. J. Commun. Syst., 2020

A Dynamic and Cooperative Tracking System for Crowdfunding.

[BibT_eX]

[DOI]

CoRR, 2020

Domain Adaption for Knowledge Tracing.

[BibT_eX]

[DOI]

Song Cheng

Qi Liu

Enhong Chen

CoRR, 2020

Personalized Ranking with Importance Sampling.

[BibT_eX]

[DOI]

Defu Lian

Qi Liu

Enhong Chen

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

Convolutional Knowledge Tracing: Modeling Individualization in Student Learning Process.

[BibT_eX]

[DOI]

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

Neural Mathematical Solver with Enhanced Formula Structure.

[BibT_eX]

[DOI]

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

Sampling-Decomposable Generative Adversarial Recommender.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Fine-Grained Similarity Measurement between Educational Videos and Exercises.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

ASGN: An Active Semi-supervised Graph Neural Network for Molecular Property Prediction.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Learning the Compositional Visual Coherence for Complementary Recommendations.

[BibT_eX]

[DOI]

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

Exploiting Knowledge Hierarchy for Finding Similar Exercises in Online Education Systems.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Structure-based Knowledge Tracing: An Influence Propagation View.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Technical Phrase Extraction for Patent Mining: A Multi-level Approach.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

STGCN: A Spatial-Temporal Aware Graph Learning Method for POI Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Quality meets Diversity: A Model-Agnostic Framework for Computerized Adaptive Testing.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Deep Behavior Tracing with Multi-level Temporality Preserved Embedding.

[BibT_eX]

[DOI]

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

Estimating Early Fundraising Performance of Innovations via Graph-Based Market Environment Model.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Neural Cognitive Diagnosis for Intelligent Education Systems.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Adaptive Quantitative Trading: An Imitative Deep Reinforcement Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Crowdfunding Dynamics Tracking: A Reinforcement Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Understanding the mechanism of social tie in the propagation process of social network with communication channel.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2019

Long-term Joint Scheduling for Urban Traffic.

[BibT_eX]

[DOI]

CoRR, 2019

Interpretable Cognitive Diagnosis with Neural Network for Intelligent Educational Systems.

[BibT_eX]

[DOI]

CoRR, 2019

Chinese Embedding via Stroke and Glyph Information: A Dual-channel View.

[BibT_eX]

[DOI]

CoRR, 2019

Promotion of Answer Value Measurement with Domain Effects in Community Question Answering Systems.

[BibT_eX]

[DOI]

CoRR, 2019

Context-Aware Dual-Attention Network for Natural Language Inference.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Gossiping the Videos: An Embedding-Based Generative Adversarial Framework for Time-Sync Comments Generation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

QuesNet: A Unified Representation for Heterogeneous Test Questions.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

MCNE: An End-to-End Framework for Learning Multiple Conditional Network Representations of Social Network.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Exploiting Cognitive Structure for Adaptive Learning.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Explainable Fashion Recommendation: A Semantic Attribute Region Guided Approach.

[BibT_eX]

[DOI]

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

Aftershock Detection with Multi-scale Description Based Neural Network.

[BibT_eX]

[DOI]

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

Deep Technology Tracing for High-Tech Companies.

[BibT_eX]

[DOI]

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

Constructing Educational Concept Maps with Multiple Relationships from Multi-Source Data.

[BibT_eX]

[DOI]

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

Alpha-Beta Sampling for Pairwise Ranking in One-Class Collaborative Filtering.

[BibT_eX]

[DOI]

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

Exploring Multi-Objective Exercise Recommendations in Online Education Systems.

[BibT_eX]

[DOI]

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

Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach.

[BibT_eX]

[DOI]

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

DIRT: Deep Learning Enhanced Item Response Theory for Cognitive Diagnosis.

[BibT_eX]

[DOI]

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

Interactive Attention Transfer Network for Cross-Domain Sentiment Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

A Radical-Aware Attention-Based Model for Chinese Text Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Molecular Property Prediction: A Multilevel Quantum Interactions Modeling Perspective.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Estimating the Days to Success of Campaigns in Crowdfunding: A Deep Survival Perspective.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Influence Maximization Model.

[BibT_eX]

[DOI]

Qi Liu

Zhefeng Wang

Enhong Chen

Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Exploring the Emerging Type of Comment for Online Videos: <i>DanMu</i>.

[BibT_eX]

[DOI]

ACM Trans. Web, 2018

A Sequential Approach to Market State Modeling and Analysis in Online P2P Lending.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2018

Covering the Sensitive Subjects to Protect Personal Privacy in Personalized Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2018

Price Shock Detection With an Influence-Based Model of Social Attention.

[BibT_eX]

[DOI]

ACM Trans. Manag. Inf. Syst., 2018

Product Adoption Rate Prediction in a Competitive Market.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Fuzzy Cognitive Diagnosis for Modelling Examinee Performance.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2018

Illuminating Recommendation by Understanding the Explicit Item Relations.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2018

Jointly Recommending Library Books and Predicting Academic Performance: A Mutual Reinforcement Perspective.

[BibT_eX]

[DOI]

Defu Lian

Qi Liu

J. Comput. Sci. Technol., 2018

Finding potential lenders in P2P lending: A Hybrid Random Walk Approach.

[BibT_eX]

[DOI]

Inf. Sci., 2018

Study on Information Diffusion Analysis in Social Networks and Its Applications.

[BibT_eX]

[DOI]

Int. J. Autom. Comput., 2018

Skeptical Deep Learning with Distribution Correction.

[BibT_eX]

[DOI]

CoRR, 2018

Explainable Social Contextual Image Recommendation with Hierarchical Attention.

[BibT_eX]

[DOI]

CoRR, 2018

SHINE: Signed Heterogeneous Information Network Embedding for Sentiment Link Prediction.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Maximizing the Effect of Information Adoption: A General Framework.

[BibT_eX]

[DOI]

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

Understand and Assess People's Procrastination by Mining Computer Usage Log.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2018

XiaoIce Band: A Melody and Arrangement Generation Framework for Pop Music.

[BibT_eX]

[DOI]

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

Transcribing Content from Structural Images with Spotlight Mechanism.

[BibT_eX]

[DOI]

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

Finding Similar Exercises in Online Education Systems.

[BibT_eX]

[DOI]

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

Learning from History and Present: Next-item Recommendation via Discriminatively Exploiting User Behaviors.

[BibT_eX]

[DOI]

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

Patent Litigation Prediction: A Convolutional Tensor Factorization Approach.

[BibT_eX]

[DOI]

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

Image-Enhanced Multi-level Sentence Representation Net for Natural Language Inference.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Exploiting Topic-Based Adversarial Neural Network for Cross-Domain Keyphrase Extraction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

A United Approach to Learning Sparse Attributed Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

MT-MCD: A Multi-task Cognitive Diagnosis Framework for Student Assessment.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

Multiple Pairwise Ranking with Implicit Feedback.

[BibT_eX]

[DOI]

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

Confidence-Aware Matrix Factorization for Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Exercise-Enhanced Sequential Modeling for Student Performance Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Modeling the Evolution of Users' Preferences and Social Links in Social Networking Services.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

An Influence Propagation View of PageRank.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2017

P2P Lending Survey: Platforms, Recent Advances and Prospects.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2017

Knowledge or Gaming?: Cognitive Modelling Based on Multiple-Attempt Response.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Solving link-oriented tasks in signed network via an embedding approach.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Tracking the Dynamics in Crowdfunding.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Enhancing Campaign Design in Crowdfunding: A Product Supply Optimization Perspective.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Incremental Matrix Factorization: A Linear Feature Transformation Perspective.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

An Ad CTR Prediction Method Based on Feature Learning of Deep and Shallow Layers.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Tracking Knowledge Proficiency of Students with Educational Priors.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

A Context-Enriched Neural Network Method for Recognizing Lexical Entailment.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Question Difficulty Prediction for READING Problems in Standard Tests.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

From Footprint to Evidence: An Exploratory Study of Mining Social Data for Credit Scoring.

[BibT_eX]

[DOI]

ACM Trans. Web, 2016

Relevance Meets Coverage: A Unified Framework to Generate Diversified Recommendations.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2016

Tracking the evolution of social emotions with topic models.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2016

Exploiting multi-channels deep convolutional neural networks for multivariate time series classification.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2016

Personal Credit Profiling via Latent User Behavior Dimensions on Social Media.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

Days on Market: Measuring Liquidity in Real Estate Markets.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Portfolio Selections in P2P Lending: A Multi-Objective Perspective.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Taxi Driving Behavior Analysis in Latent Vehicle-to-Vehicle Networks: A Social Influence Perspective.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Group Preference Aggregation: A Nash Equilibrium Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Selecting Valuable Customers for Merchants in E-Commerce Platforms.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Sparse Factorization Machines for Click-through Rate Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Mutual Reinforcement of Academic Performance Prediction and Library Book Recommendation.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

A contextual collaborative approach for app usage forecasting.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

Exploring the Procrastination of College Students: A Data-Driven Behavioral Perspective.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2016

Exploring the Choice Under Conflict for Social Event Participation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2016

Collaborative Learning Team Formation: A Cognitive Modeling Perspective.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2016

Forecasting price shocks with social attention and sentiment analysis.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

Modeling Users' Preferences and Social Links in Social Networking Services: A Joint-Evolving Perspective.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Reading the Videos: Temporal Labeling for Crowdsourced Time-Sync Videos Based on Semantic Embedding.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Occupancy-Based Frequent Pattern Mining<sup>*</sup>.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2015

Information Coverage Maximization in Social Networks.

[BibT_eX]

[DOI]

CoRR, 2015

Consolidation: Metric+Active Learning and Its Applications for Cross-Domain Recommendation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

Individual Influence Maximization via Link Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 16th International Conference, 2015

Convex Matrix Completion: A Trace-Ball Optimization Perspective.

[BibT_eX]

[DOI]

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Product Adoption Rate Prediction: A Multi-factor View.

[BibT_eX]

[DOI]

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Convolutional Nonlinear Neighbourhood Components Analysis for Time Series Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Identifying Hesitant and Interested Customers for Targeted Social Marketing.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Mining User's Location Intention from Mobile Search Log.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2015

Matrix Factorization with Scale-Invariant Parameters.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Cognitive Modelling for Predicting Examinee Performance.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Maximizing the Coverage of Information Propagation in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Modeling Social Attention for Stock Analysis: An Influence Propagation Perspective.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Mining Indecisiveness in Customer Behaviors.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Information Source Detection via Maximum A Posteriori Estimation.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

2014

Cost-Aware Collaborative Filtering for Travel Tour Recommendations.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2014

A Cocktail Approach for Travel Package Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

Toward Personalized Context Recognition for Mobile Users: A Semisupervised Bayesian HMM Approach.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2014

Object-Oriented Travel Package Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2014

Time Series Classification Using Multi-Channels Deep Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 15th International Conference, 2014

Influential nodes selection: a data reconstruction perspective.

[BibT_eX]

[DOI]

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Tracking the Evolution of Social Emotions: A Time-Aware Topic Modeling Perspective.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Investment Recommendation in P2P Lending: A Portfolio Perspective with Risk Management.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Social Marketing Meets Targeted Customers: A Typical User Selection and Coverage Perspective.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

On top-k closed sequential patterns mining.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Fuzzy Systems and Knowledge Discovery, 2014

Influence Maximization over Large-Scale Social Networks: A Bounded Linear Approach.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Diversified social influence maximization.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

High Utility Episode Mining Made Practical and Fast.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 10th International Conference, 2014

2013

A Survey of Context-Aware Mobile Recommendations.

[BibT_eX]

[DOI]

Int. J. Inf. Technol. Decis. Mak., 2013

Personalized next-song recommendation in online karaokes.

[BibT_eX]

[DOI]

Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

Co-anomaly Event Detection in Multiple Temperature Series.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2013

PageRank with Priors: An Influence Propagation Perspective.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

Linear Computation for Independent Social Influence.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Random Walk with Pre-filtering for Social Link Prediction.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Computational Intelligence and Security, 2013

2012

Enhancing Collaborative Filtering by User Interest Expansion via Personalized Ranking.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2012

A Linear Circuit Model For Social Influence

[BibT_eX]

[DOI]

CoRR, 2012

A Social Influence Model Based On Circuit Theory

[BibT_eX]

[DOI]

CoRR, 2012

Influential seed items recommendation.

[BibT_eX]

[DOI]

Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

On Approximation of Real-World Influence Spread.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Analyzing Sequence Data Based on Conditional Random Fields with Co-training.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Computational Intelligence and Security, 2012

Leveraging tagging for neighborhood-aware probabilistic matrix factorization.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

Collaborative filtering with collective training.

[BibT_eX]

[DOI]

Proceedings of the 2011 ACM Conference on Recommender Systems, 2011

Gaussian Process for Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2011

Cost-aware travel tour recommendation.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Personalized Travel Package Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

2010

Exploiting user interests for collaborative filtering: interests expansion via personalized ranking.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Qi Liu

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