Liang Zhang

Orcid: 0000-0002-5805-7099

Affiliations:
  • Sun Yat-sen University, Guangzhou, China
  • Shenzhen Research Institute of Big Data, China
  • Hong Kong Polytechnic University, Hong Kong (former)


According to our database1, Liang Zhang authored at least 28 papers between 2013 and 2026.

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

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2026
FedRMamba: Federated Residual Mamba for Multivariate Time-Series Forecasting.
Proceedings of the ACM Web Conference 2026, 2026

2025
STM3: Mixture of Multiscale Mamba for Long-Term Spatio-Temporal Time-Series Prediction.
CoRR, August, 2025

First Token Probability Guided RAG for Telecom Question Answering.
CoRR, January, 2025

Generalizing Personalized Federated Graph Augmentation via Min-max Adversarial Learning.
Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

Adversarial Contrastive Graph Augmentation with Counterfactual Regularization.
Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024
Invar-RAG: Invariant LLM-aligned Retrieval for Better Generation.
CoRR, 2024

Adversarial Curriculum Graph Contrastive Learning with Pair-wise Augmentation.
CoRR, 2024

2023
Towards Adaptable Graph Representation Learning: An Adaptive Multi-Graph Contrastive Transformer.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Mitigating Action Hysteresis in Traffic Signal Control with Traffic Predictive Reinforcement Learning.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2021
Adversarial training regularization for negative sampling based network embedding.
Inf. Sci., 2021

2020
An Urban Mobility Model with Buildings Involved: Bridging Theory to Practice.
ACM Trans. Sens. Networks, 2020

Understand Love of Variety in Wireless Data Market Under Sponsored Data Plans.
IEEE J. Sel. Areas Commun., 2020

MaHRL: Multi-goals Abstraction Based Deep Hierarchical Reinforcement Learning for Recommendations.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

An Attention-based Model for Conversion Rate Prediction with Delayed Feedback via Post-click Calibration.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019
Adversarial Training Methods for Network Embedding.
Proceedings of the World Wide Web Conference, 2019

Ranking Network Embedding via Adversarial Learning.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Variety matters: a new model for the wireless data market under sponsored data plans.
Proceedings of the International Symposium on Quality of Service, 2019

Regularized Adversarial Sampling and Deep Time-aware Attention for Click-Through Rate Prediction.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018
Deep Reinforcement Learning for List-wise Recommendations.
CoRR, 2018

Buildings affect mobile patterns: developing a new urban mobility model.
Proceedings of the 5th Conference on Systems for Built Environments, 2018

Deep reinforcement learning for page-wise recommendations.
Proceedings of the 12th ACM Conference on Recommender Systems, 2018

Recommendations with Negative Feedback via Pairwise Deep Reinforcement Learning.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

2016
TDS: Time-dependent sponsored data plan for wireless data traffic market.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

2015
Sponsored Data Plan: A Two-Class Service Model in Wireless Data Networks.
Proceedings of the 2015 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2015

2014
Strategy-proof thermal comfort voting in buildings.
Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014

Time dependent pricing in wireless data networks: Flat-rate vs. usage-based schemes.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

Sponsoring content: Motivation and pitfalls for content service providers.
Proceedings of the 2014 Proceedings IEEE INFOCOM Workshops, Toronto, ON, Canada, April 27, 2014

2013
The effectiveness of time dependent pricing in controlling usage incentives in wireless data network.
Proceedings of the ACM SIGCOMM 2013 Conference, 2013


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