Chen, Haifeng

Parameterized Explainer for Graph Neural Network

Luo, D., Cheng, W., Xu, D., Yu, W., Zong, B., Chen, H., & Zhang, X. (2020) · arXiv

Explainable Artificial Intelligence (XAI)Advanced Graph Neural Networks

Cited by 355

Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series

Wu, Y., Ni, J., Cheng, W., Zong, B., Song, D., Chen, Z., Liu, Y., Zhang, X., Chen, H., & Davidson, S. B. (2021) · Proceedings of the AAAI Conference on Artificial Intelligence

Time Series Analysis and ForecastingTraffic Prediction and Management Techniques

Cited by 57

Large Language Models Can Be Contextual Privacy Protection Learners

Xiao, Y., Jin, Y., Bai, Y., Wu, Y., Yang, X., Luo, X., Yu, W., Zhao, X., Liu, Y., Gu, Q., et al. (2024) · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing

Privacy-Preserving Technologies in DataTopic Modeling

Cited by 23

DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text

Yang, X., Cheng, W., Wu, Y., Petzold, L., Wang, W. Y., & Chen, H. (2023) · arXiv

Authorship Attribution and ProfilingDigital Media Forensic Detection

Cited by 23

Deep Unsupervised Binary Coding Networks for Multivariate Time Series Retrieval

Zhu, D., Song, D., Chen, Y., Lumezanu, C., Cheng, W., Zong, B., Ni, J., Mizoguchi, T., Yang, T., & Chen, H. (2020) · Proceedings of the AAAI Conference on Artificial Intelligence

Time Series Analysis and ForecastingAdvanced Image and Video Retrieval Techniques

Cited by 20