| TimeX++: Learning Time-Series Explanations with Information Bottleneck Z Liu, T Wang, J Shi, X Zheng, Z Chen, L Song, W Dong, J Obeysekera, ... Forty-first International Conference on Machine Learning (ICML 2024), 2024 | 33 | 2024 |
| Towards Robust Fidelity for Evaluating Explainability of Graph Neural Networks X Zheng, F Shirani, T Wang, W Cheng, Z Chen, H Chen, H Wei, D Luo International Conference on Learning Representations (ICLR 2024), 2024 | 33 | 2024 |
| Generating In-Distribution Proxy Graphs for Explaining Graph Neural Networks Z Chen, J Zhang, J Ni, X Li, Y Bian, MM Islam, AM Mondal, H Wei, D Luo Forty-first International Conference on Machine Learning (ICML 2024), 2024 | 17 | 2024 |
| TSNN: A topic and structure aware neural network for rumor detection Z Chen, L Wang, X Zhu, S Dietze Neurocomputing 531, 114-124, 2023 | 16 | 2023 |
| F-Fidelity: A Robust Framework for Faithfulness Evaluation of Explainable AI X Zheng, F Shirani, Z Chen, C Lin, W Cheng, W Guo, D Luo International Conference on Learning Representations (ICLR 2025), 2025 | 14 | 2025 |
| RegExplainer: Generating Explanations for Graph Neural Networks in Regression Task J Zhang, Z Chen, H Mei, D Luo, H Wei Advances in neural information processing systems (NeurIPS 2024), 2024 | 9 | 2024 |
| Explanation-Preserving Augmentation for Semi-Supervised Graph Representation Learning Z Chen, J Ni, HA Salehi, X Zheng, E Schafir, F Shirani, D Luo The 40th Annual AAAI Conference on Artificial Intelligence (AAAI 2026), 2026 | 2 | 2026 |
| SFBench: Evaluating Data-Driven Models for Compound Flood Forecasting in South Florida X Zheng, C Lin, S Chen, Z Chen, J Shi, W Cheng, J Obeysekera, J Liu, ... arXiv preprint arXiv:2506.04281, 2025 | 1 | 2025 |
| From Signals to Semantics: A Survey on Time Series Explainability through a Human-Cognitive Lens Z Chen, G Lucchesi, Q Dong, X Zheng, D Song, Q Wen, W Cheng, J Ni, ... Authorea Preprints, 2026 | | 2026 |
| From Binary to Continuous: Stochastic Re-Weighting for Robust Graph Explanation Z Chen, J Ni, HA Salehi, X Zheng, D Luo arXiv preprint arXiv:2508.01925, 2025 | | 2025 |
| LMotifs : An Explainable Framework for Machine-Generated Texts Detection X Zheng, Z Chen, E Schafir, S Chen, HA Salehi, H Chen, F Shirani, ... arXiv preprint arXiv:2505.12507, 2025 | | 2025 |
Dongsheng LuoAssistant Professor, Florida International UniversityVerified email at fiu.edu
