Tao Zhang

Orcid: 0000-0003-4696-641X

Affiliations:
  • University of Technology Sydney, School of Computer Science, NSW, Australia
  • Nanchang University, Information Engineering School, China


According to our database1, Tao Zhang authored at least 29 papers between 2016 and 2024.

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

Timeline

Legend:

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Bibliography

2024
Privacy and Fairness in Federated Learning: On the Perspective of Tradeoff.
ACM Comput. Surv., February, 2024

Stronger, Lighter, Better: Towards Life-Long Attribute Value Extraction for E-Commerce Products.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023
Revisiting model fairness via adversarial examples.
Knowl. Based Syst., October, 2023

Balancing Learning Model Privacy, Fairness, and Accuracy With Early Stopping Criteria.
IEEE Trans. Neural Networks Learn. Syst., September, 2023

Evolution of cooperation in malicious social networks with differential privacy mechanisms.
Neural Comput. Appl., June, 2023

Domain-Invariant Feature Progressive Distillation with Adversarial Adaptive Augmentation for Low-Resource Cross-Domain NER.
ACM Trans. Asian Low Resour. Lang. Inf. Process., March, 2023

Fairness in graph-based semi-supervised learning.
Knowl. Inf. Syst., February, 2023

CoF-CoT: Enhancing Large Language Models with Coarse-to-Fine Chain-of-Thought Prompting for Multi-domain NLU Tasks.
CoRR, 2023

Privacy and Fairness in Federated Learning: on the Perspective of Trade-off.
CoRR, 2023

CoF-CoT: Enhancing Large Language Models with Coarse-to-Fine Chain-of-Thought Prompting for Multi-domain NLU Tasks.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification.
Proceedings of the IEEE International Conference on Big Data, 2023

JPAVE: A Generation and Classification-based Model for Joint Product Attribute Prediction and Value Extraction.
Proceedings of the IEEE International Conference on Big Data, 2023

Enhancing Cross-lingual Transfer via Phonemic Transcription Integration.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Fairness in Semi-Supervised Learning: Unlabeled Data Help to Reduce Discrimination.
IEEE Trans. Knowl. Data Eng., 2022

Correlated data in differential privacy: Definition and analysis.
Concurr. Comput. Pract. Exp., 2022

Privacy, accuracy, and model fairness trade-offs in federated learning.
Comput. Secur., 2022

2021
An optimized differential privacy scheme with reinforcement learning in VANET.
Comput. Secur., 2021

PDALN: Progressive Domain Adaptation over a Pre-trained Model for Low-Resource Cross-Domain Named Entity Recognition.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Pre-training Graph Neural Network for Cross Domain Recommendation.
Proceedings of the Third IEEE International Conference on Cognitive Machine Intelligence, 2021

2020
Correlated Differential Privacy: Feature Selection in Machine Learning.
IEEE Trans. Ind. Informatics, 2020

Security and privacy in 6G networks: New areas and new challenges.
Digit. Commun. Networks, 2020

Fairness Constraints in Semi-supervised Learning.
CoRR, 2020

The Impact of Differential Privacy on Model Fairness in Federated Learning.
Proceedings of the Network and System Security - 14th International Conference, 2020

MZET: Memory Augmented Zero-Shot Fine-grained Named Entity Typing.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

2018
Optimal Pricing for MDS-Coded Caching in Wireless D2D Networks.
Mob. Inf. Syst., 2018

2017
Secrecy in Wireless Information and Power Transfer for One-Way and Two-Way Untrusted Relaying with Friendly Jamming.
Mob. Inf. Syst., 2017

User Cooperation in Wireless Powered Communication Networks With a Pricing Mechanism.
IEEE Access, 2017

2016
Caching cooperation with energy harvesting based small cells in heterogeneous networks.
Proceedings of the 2016 IEEE International Conference on Communication Systems, 2016

Optimal pricing with wireless powered communication network for energy saving.
Proceedings of the 2016 IEEE International Conference on Communication Systems, 2016


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