Yazheng Liu

According to our database, Yazheng Liu authored at least 9 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Differential Geometric View and Explainability of GNN on Evolving Graphs.

Yazheng Liu, Xi Zhang, Sihong Xie

CoRR, 2024

2023

Inconsistent Matters: A Knowledge-Guided Dual-Consistency Network for Multi-Modal Rumor Detection.

Mengzhu Sun, Xi Zhang, Jianqiang Ma, Sihong Xie, Yazheng Liu, Philip S. Yu

IEEE Trans. Knowl. Data Eng., December, 2023

Output Range Analysis for Feed-Forward Deep Neural Networks via Linear Programming.

Zhiwu Xu, Yazheng Liu, Shengchao Qin, Zhong Ming

IEEE Trans. Reliab., September, 2023

A Differential Geometric View and Explainability of GNN on Evolving Graphs.

Yazheng Liu, Xi Zhang, Sihong Xie

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Trade less Accuracy for Fairness and Trade-off Explanation for GNN.

Yazheng Liu, Xi Zhang, Sihong Xie

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Explaining GNN over Evolving Graphs using Information Flow.

Yazheng Liu, Xi Zhang, Sihong Xie

CoRR, 2021

Multi-objective Explanations of GNN Predictions.

Yifei Liu, Chao Chen, Yazheng Liu, Xi Zhang, Sihong Xie

Proceedings of the IEEE International Conference on Data Mining, 2021

Inconsistency Matters: A Knowledge-guided Dual-inconsistency Network for Multi-modal Rumor Detection.

Mengzhu Sun, Xi Zhang, Jianqiang Ma, Yazheng Liu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

2020

Shapley Values and Meta-Explanations for Probabilistic Graphical Model Inference.

Yifei Liu, Chao Chen, Yazheng Liu, Xi Zhang, Sihong Xie

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020