He Zhang

Orcid: 0000-0002-5796-7891

Affiliations:
  • Monash University, Faculty of Information Technology, IT, Clayton, VIC, Australia


According to our database1, He Zhang authored at least 28 papers between 2010 and 2024.

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

Timeline

Legend:

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Online presence:

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Bibliography

2024
From Wide to Deep: Dimension Lifting Network for Parameter-Efficient Knowledge Graph Embedding.
IEEE Trans. Knowl. Data Eng., December, 2024

Trustworthy Graph Neural Networks: Aspects, Methods, and Trends.
Proc. IEEE, February, 2024

Gradient Transformation: Towards Efficient and Model-Agnostic Unlearning for Dynamic Graph Neural Networks.
CoRR, 2024

Overview of the NLPCC2024 Shared Task 6: Scientific Literature Survey Generation.
Proceedings of the Natural Language Processing and Chinese Computing, 2024

GraphGuard: Detecting and Counteracting Training Data Misuse in Graph Neural Networks.
Proceedings of the 31st Annual Network and Distributed System Security Symposium, 2024

ICPR 2024 Competition on Multi-line Mathematical Expressions Recognition.
Proceedings of the Pattern Recognition. Competitions - 27th International Conference, 2024

Unraveling Privacy Risks of Individual Fairness in Graph Neural Networks.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

GOODAT: Towards Test-Time Graph Out-of-Distribution Detection.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
A survey on fairness-aware recommender systems.
Inf. Fusion, December, 2023

Projective Ranking-Based GNN Evasion Attacks.
IEEE Trans. Knowl. Data Eng., August, 2023

Recent Advances in Hierarchical Multi-label Text Classification: A Survey.
CoRR, 2023

On the Interaction between Node Fairness and Edge Privacy in Graph Neural Networks.
CoRR, 2023

Temporal Knowledge Graph Completion: A Survey.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Finding the Missing-half: Graph Complementary Learning for Homophily-prone and Heterophily-prone Graphs.
Proceedings of the International Conference on Machine Learning, 2023

Demystifying Uneven Vulnerability of Link Stealing Attacks against Graph Neural Networks.
Proceedings of the International Conference on Machine Learning, 2023

2022
Overview of NLPCC2022 Shared Task 5 Track 1: Multi-label Classification for Scientific Literature.
Proceedings of the Natural Language Processing and Chinese Computing, 2022

Overview of NLPCC2022 Shared Task 5 Track 2: Named Entity Recognition.
Proceedings of the Natural Language Processing and Chinese Computing, 2022

How Far are We from Robust Long Abstractive Summarization?
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021
Federated Learning Meets Natural Language Processing: A Survey.
CoRR, 2021

Projective Ranking: A Transferable Evasion Attack Method on Graph Neural Networks.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
SummPip: Unsupervised Multi-Document Summarization with Sentence Graph Compression.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

2019
Fast and efficient calculations of structural invariants of chirality.
Pattern Recognit. Lett., 2019

Dual affine moment invariants.
CoRR, 2019

2018
AMI-Net: Convolution Neural Networks With Affine Moment Invariants.
IEEE Signal Process. Lett., 2018

Differential and Integral Invariants Under Möbius Transformation.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

A Rotation Invariant Descriptor Using Multi-directional and High-Order Gradients.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

2017
Fast and Efficient Calculations of Structural Invariants of Chirality.
CoRR, 2017

2010
Dynamical Jumping Real-Time Fault-Tolerant Routing Protocol for Wireless Sensor Networks.
Sensors, 2010


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