Liang Chen

Orcid: 0000-0002-3149-0239

Affiliations:
  • Shenzhen University, College of Information Engineering, China
  • Chinese University of Hong Kong, Department of Information Engineering, Hong Kong (PhD 2013)


According to our database1, Liang Chen authored at least 38 papers between 2012 and 2024.

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

Timeline

Legend:

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Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
Expected Transaction Value Optimization for Precise Marketing in FinTech Platforms.
CoRR, 2024

Treatment-Aware Hyperbolic Representation Learning for Causal Effect Estimation with Social Networks.
Proceedings of the 2024 SIAM International Conference on Data Mining, 2024

Rankability-enhanced Revenue Uplift Modeling Framework for Online Marketing.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023
Optimizing Feature Set for Click-Through Rate Prediction.
Proceedings of the ACM Web Conference 2023, 2023

Curriculum Modeling the Dependence among Targets with Multi-task Learning for Financial Marketing.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Towards Hybrid-grained Feature Interaction Selection for Deep Sparse Network.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Prior-Guided Accuracy-Bias Tradeoff Learning for CTR Prediction in Multimedia Recommendation.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Self-Sampling Training and Evaluation for the Accuracy-Bias Tradeoff in Recommendation.
Proceedings of the Database Systems for Advanced Applications, 2023

2022
GAIN: Graph Attention & Interaction Network for Inductive Semi-Supervised Learning Over Large-Scale Graphs.
IEEE Trans. Knowl. Data Eng., 2022

Identifying User Relationship on WeChat Money-Gifting Network.
IEEE Trans. Knowl. Data Eng., 2022

2021
Deep Reinforcement Learning With Spatio-Temporal Traffic Forecasting for Data-Driven Base Station Sleep Control.
IEEE/ACM Trans. Netw., 2021

2020
DeepCP: Deep Learning Driven Cascade Prediction-Based Autonomous Content Placement in Closed Social Network.
IEEE J. Sel. Areas Commun., 2020

2019
Mobile Social Data Learning for User-Centric Location Prediction With Application in Mobile Edge Service Migration.
IEEE Internet Things J., 2019

Information Cascades over Diffusion-Restricted Social Network: A Data-Driven Analysis.
Proceedings of the IEEE INFOCOM 2019, 2019

2018
Performance Analysis of Thunder Crystal: A Crowdsourcing-Based Video Distribution Platform.
IEEE Trans. Circuits Syst. Video Technol., 2018

User-Centric Location Prediction in Mobile Social Networks: A Factor Graph Learning Approach.
Proceedings of the IEEE Global Communications Conference, 2018

WeChat Toxic Article Detection: A Data-Driven Machine Learning Approach.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

2017
On Carrier Sensing Accuracy and Range Scaling Laws in Nakagami Fading Channels.
Wirel. Commun. Mob. Comput., 2017

An Incentive-Based Mixed QoE Framework for Content Delivery to Smart Homes.
Proceedings of the 26th International Conference on Computer Communication and Networks, 2017

2016
Design, Implementation, and Measurement of a Crowdsourcing-Based Content Distribution Platform.
ACM Trans. Multim. Comput. Commun. Appl., 2016

Social-group-based ranking algorithms for cold-start video recommendation.
Int. J. Data Sci. Anal., 2016

Social Group Based Video Recommendation Addressing the Cold-Start Problem.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

2015
Analysis and Detection of Fake Views in Online Video Services.
ACM Trans. Multim. Comput. Commun. Appl., 2015

Video Popularity Dynamics and Its Implication for Replication.
IEEE Trans. Multim., 2015

Smart Streaming for Online Video Services.
IEEE Trans. Multim., 2015

Turbocharged Video Distribution via P2P.
IEEE Trans. Circuits Syst. Video Technol., 2015

Thunder crystal: a novel crowdsourcing-based content distribution platform.
Proceedings of the 25th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2015

Analyzing streaming performance in crowdsourcing-based video service systems.
Proceedings of the 2015 IEEE International Workshop on Local and Metropolitan Area Networks, 2015

DST: Leveraging Delay-Insensitive Workload in Cloud Storage for Smart Home Network.
Proceedings of the 24th International Conference on Computer Communication and Networks, 2015

Distributing very-large content from cloud to smart home hubs: Measurement and implications.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Batching for Smart Home: Leveraging delay-insensitive workload in cloud storage.
Proceedings of the 7th International Conference on Communication Systems and Networks, 2015

2014
A study of user behavior in online VoD services.
Comput. Commun., 2014

Fake View Analytics in Online Video Services.
Proceedings of the 24th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2014

A measurement study of the potential benefits for peer-assisted mobile VoD.
Proceedings of the International Wireless Communications and Mobile Computing Conference, 2014

A lifetime model of online video popularity.
Proceedings of the 23rd International Conference on Computer Communication and Networks, 2014

2013
Smart Progressive Downloading.
CoRR, 2013

Video Browsing - A Study of User Behavior in Online VoD Services.
Proceedings of the 22nd International Conference on Computer Communication and Networks, 2013

2012
From ISP Address Announcement Patterns to Routing Scalability.
Proceedings of the Traffic Monitoring and Analysis - 4th International Workshop, 2012


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