Li Liu

Orcid: 0000-0002-8929-4871

Affiliations:
  • Chongqing University of Posts and Telecommunications, Chongqing Key Laboratory of Computational Intelligence, China
  • Beijing Institute of Technology, School of Computer Science and Technology, Beijing, China (PhD 2016)
  • Kunming University of Science and Technology, School of Information Engineering and Automation, Kunming, China


According to our database1, Li Liu authored at least 41 papers between 2011 and 2024.

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

Timeline

Legend:

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Bibliography

2024
One-shot knowledge graph completion based on disentangled representation learning.
Neural Comput. Appl., November, 2024

Self-supervised modal optimization transformer for image captioning.
Neural Comput. Appl., November, 2024

Learning Counterfactual Explanation of Graph Neural Networks via Generative Flow Network.
IEEE Trans. Artif. Intell., September, 2024

Towards explaining graph neural networks via preserving prediction ranking and structural dependency.
Inf. Process. Manag., March, 2024

KDDGAN: Knowledge-Guided Explicit Feature Disentanglement for Facial Attribute Editing.
IEEE Trans. Consumer Electron., February, 2024

WL-Align: Weisfeiler-Lehman Relabeling for Aligning Users Across Networks via Regularized Representation Learning.
IEEE Trans. Knowl. Data Eng., January, 2024

A Knowledge-Driven Self-Supervised Approach for Molecular Generation.
IEEE ACM Trans. Comput. Biol. Bioinform., 2024

GEAR: Learning graph neural network explainer via adjusting gradients.
Knowl. Based Syst., 2024

Enhancing graph neural networks for self-explainable modeling: A causal perspective with multi-granularity receptive fields.
Inf. Process. Manag., 2024

2023
Interpreting open-domain dialogue generation by disentangling latent feature representations.
Neural Comput. Appl., October, 2023

Towards Improving Embedding Based Models of Social Network Alignment via Pseudo Anchors.
IEEE Trans. Knowl. Data Eng., April, 2023

A Causal Disentangled Multi-granularity Graph Classification Method.
Proceedings of the Rough Sets - International Joint Conference, 2023

2022
Impact of Aerosol Mixing State and Hygroscopicity on the Lidar Ratio.
Remote. Sens., 2022

MGRL: attributed multiplex heterogeneous network representation learning based on multi-granularity information fusion.
Int. J. Mach. Learn. Cybern., 2022

LRP2A: Layer-wise Relevance Propagation based Adversarial attacking for Graph Neural Networks.
Knowl. Based Syst., 2022

EGNN: Constructing explainable graph neural networks via knowledge distillation.
Knowl. Based Syst., 2022

Advanced Conditional Variational Autoencoders (A-CVAE): Towards interpreting open-domain conversation generation via disentangling latent feature representation.
CoRR, 2022

Denoise Network Structure for User Alignment Across Networks via Graph Structure Learning.
Proceedings of the Data Mining and Big Data - 7th International Conference, 2022

HierMRL: Hierarchical Structure-Aware Molecular Representation Learning for Property Prediction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021
DSPNet: A low computational-cost network for human pose estimation.
Neurocomputing, 2021

User Alignment across Dynamic Social Networks based on Heuristic Algorithm.
Proceedings of the 7th International Conference on Systems and Informatics, 2021

2020
Structural Representation Learning for User Alignment Across Social Networks.
IEEE Trans. Knowl. Data Eng., 2020

Deep multi-granularity graph embedding for user identity linkage across social networks.
Knowl. Based Syst., 2020

2019
Community Detection Based on Joint Representation of Multi-Granular Networks.
IEEE Access, 2019

ABNE: An Attention-Based Network Embedding for User Alignment Across Social Networks.
IEEE Access, 2019

A Multi-Granularity Representation Learning Framework for User Identification Across Social Networks.
Proceedings of the Rough Sets - International Joint Conference, 2019

An Efficient Three-Factor Remote User Authentication Scheme Based on Random Projected Biometrics.
Proceedings of the Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery - Proceedings of the 15th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2019), Kunming, China, July 20-22, 2019, 2019

2018
Robust 2DLDA based on correntropy.
Neurocomputing, 2018

Keywords extraction in Chinese-Vietnamese bilingual news based on hypergraph.
Int. J. Distributed Sens. Networks, 2018

An Effective Face Recognition Framework With Subspace Learning Based on Local Texture Patterns.
Proceedings of the 5th International Conference on Systems and Informatics, 2018

Entity Alignment Across Knowledge Graphs Based on Representative Relations Selection.
Proceedings of the 5th International Conference on Systems and Informatics, 2018

Finding Multi-granularity Community Structures in Social Networks Based on Significance of Community Partition.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

2016
FriendBurst: Ranking people who get friends fast in a short time.
Neurocomputing, 2016

A Momentum Theory for Hot Topic Life-cycle: A Case Study of Hot Hashtag Emerging in Twitter.
Int. J. Comput. Commun. Control, 2016

Aligning Users across Social Networks Using Network Embedding.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

A Novel Service Recommendation Approach Considering the User's Trust Network.
Proceedings of the Collaborate Computing: Networking, Applications and Worksharing, 2016

2015
Personalized Mention Probabilistic Ranking - Recommendation on Mention Behavior of Heterogeneous Social Network.
Proceedings of the Web-Age Information Management, 2015

2014
Chinese Question Classification Based on Question Property Kernel.
Int. J. Mach. Learn. Cybern., 2014

ReadBehavior: Reading Probabilities Modeling of Tweets via the Users' Retweeting Behaviors.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

2012
Semi-supervised expert metadata extraction based on co-training style.
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

2011
Chinese Expert Entity Homepage Recognition Based on Co-EM.
Proceedings of the Web Information Systems and Mining - International Conference, 2011


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