Suhan Guo

13 papers Journal 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	IPF-RDA: An Information-Preserving Framework for Robust Data Augmentation. IEEE Trans. Pattern Anal. Mach. Intell. Suorong Yang, Hongchao Yang, Suhan Guo, Furao Shen, Jian Zhao
2026	J	`jnl`	MiCA: A Mobility-Informed Causal Adapter for Lightweight Epidemic Forecasting. CoRR Suhan Guo, Jiahong Deng, Furao Shen
2026	J	`jnl`	T-LLM: Teaching Large Language Models to Forecast Time Series via Temporal Distillation. CoRR Suhan Guo, Bingxu Wang, Shaodan Zhang, Furao Shen
2025	J	`jnl`	Enhancing Epidemic Forecasting: Evaluating the Role of Mobility Data and Graph Convolutional Networks. CoRR Suhan Guo, Zhenghao Xu, Furao Shen, Jian Zhao
2025	J	`jnl`	IPF-RDA: An Information-Preserving Framework for Robust Data Augmentation. CoRR Suorong Yang, Hongchao Yang, Suhan Guo, Furao Shen, Jian Zhao
2025	J	`jnl`	SPAT: Sensitivity-based Multihead-attention Pruning on Time Series Forecasting Models. CoRR Suhan Guo, Jiahong Deng, Mengjun Yi, Furao Shen, Jian Zhao
2024	J	`jnl`	Approximate attention with MLP: a pruning strategy for attention-based model in multivariate time series forecasting. CoRR Suhan Guo, Jiahong Deng, Yi Wei, Hui Dou, Furao Shen, Jian Zhao
2024	J	`jnl`	Estimating the treatment effect over time under general interference through deep learner integrated TMLE. CoRR Suhan Guo, Furao Shen, Ni Li
2024	J	`jnl`	Investigating the effectiveness of data augmentation from similarity and diversity: An empirical study. Pattern Recognit. Suorong Yang, Suhan Guo, Jian Zhao, Furao Shen
2024	J	`jnl`	Multi-Scale Dilated Convolution Network for Long-Term Time Series Forecasting. CoRR Feifei Li, Suhan Guo, Feng Han, Jian Zhao, Furao Shen
2023	J	`jnl`	Not All Data Matters: An End-to-End Adaptive Dataset Pruning Framework for Enhancing Model Performance and Efficiency. CoRR Suorong Yang, Hongchao Yang, Suhan Guo, Furao Shen, Jian Zhao
2023	J	`jnl`	Sensitivity pruner: Filter-Level compression algorithm for deep neural networks. Pattern Recognit. Suhan Guo, Bilan Lai, Suorong Yang, Jian Zhao, Furao Shen
2022	J	`jnl`	Image Data Augmentation for Deep Learning: A Survey. CoRR Suorong Yang, Weikang Xiao, Mengchen Zhang, Suhan Guo, Jian Zhao, Furao Shen