Lifeng Luo - RankMe

25 papers A* 13A 2B 1Journal 7Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Adversarial Attacks on Downstream Weather Forecasting Models: Application to Tropical Cyclone Trajectory Prediction. CoRR Yue Deng, Francisco Santos, Pang-Ning Tan, Lifeng Luo
2025	J	`jnl`	FABLE: A Localized, Targeted Adversarial Attack on Weather Forecasting Models. CoRR Yue Deng, Asadullah Hill Galib, Xin Lan, Pang-Ning Tan, Lifeng Luo
2024	A*	`conf`	FIDE: Frequency-Inflated Conditional Diffusion Model for Extreme-Aware Time Series Generation. NeurIPS Asadullah Hill Galib, Pang-Ning Tan, Lifeng Luo
2024	A*	`conf`	Unraveling Block Maxima Forecasting Models with Counterfactual Explanation. KDD Yue Deng, Asadullah Hill Galib, Pang-Ning Tan, Lifeng Luo
2023	A*	`conf`	Self-Recover: Forecasting Block Maxima in Time Series from Predictors with Disparate Temporal Coverage Using Self-Supervised Learning. IJCAI Asadullah Hill Galib, Andrew McDonald, Pang-Ning Tan, Lifeng Luo
2023	A*	`conf`	SimEXT: Self-supervised Representation Learning for Extreme Values in Time Series. ICDM Asadullah Hill Galib, Pang-Ning Tan, Lifeng Luo
2022	A*	`conf`	Beyond Point Prediction: Capturing Zero-Inflated & Heavy-Tailed Spatiotemporal Data with Deep Extreme Mixture Models. KDD Tyler Wilson, Andrew McDonald, Asadullah Hill Galib, Pang-Ning Tan, Lifeng Luo
2022	A*	`conf`	COMET Flows: Towards Generative Modeling of Multivariate Extremes and Tail Dependence. IJCAI Andrew McDonald, Pang-Ning Tan, Lifeng Luo
2022	J	`jnl`	COMET Flows: Towards Generative Modeling of Multivariate Extremes and Tail Dependence. CoRR Andrew McDonald, Pang-Ning Tan, Lifeng Luo
2022	A*	`conf`	DeepExtrema: A Deep Learning Approach for Forecasting Block Maxima in Time Series Data. IJCAI Asadullah Hill Galib, Andrew McDonald, Tyler Wilson, Lifeng Luo, Pang-Ning Tan
2022	J	`jnl`	DeepExtrema: A Deep Learning Approach for Forecasting Block Maxima in Time Series Data. CoRR Asadullah Hill Galib, Andrew McDonald, Tyler Wilson, Lifeng Luo, Pang-Ning Tan
2022	A*	`conf`	DeepGPD: A Deep Learning Approach for Modeling Geospatio-Temporal Extreme Events. AAAI Tyler Wilson, Pang-Ning Tan, Lifeng Luo
2021	J	`jnl`	Automated Analysis of the US Drought Monitor Maps With Machine Learning and Multiple Drought Indicators. Frontiers Big Data Pouyan Hatami Bahman Beiglou, Lifeng Luo, Pang-Ning Tan, Lisi Pei
2021	J	`jnl`	Spatio-Temporal Multi-Task Learning via Tensor Decomposition. IEEE Trans. Knowl. Data Eng. Jianpeng Xu, Jiayu Zhou, Pang-Ning Tan, Xi Liu, Lifeng Luo
2020	A	`conf`	Convolutional Methods for Predictive Modeling of Geospatial Data. SDM Tyler Wilson, Pang-Ning Tan, Lifeng Luo
2020	A*	`conf`	OMuLeT: Online Multi-Lead Time Location Prediction for Hurricane Trajectory Forecasting. AAAI Ding Wang, Boyang Liu, Pang-Ning Tan, Lifeng Luo
2019	B	`conf`	Hierarchical LSTM Framework for Long-Term Sea Surface Temperature Forecasting. DSAA Xi Liu, Tyler Wilson, Pang-Ning Tan, Lifeng Luo
2018	A*	`conf`	A Low Rank Weighted Graph Convolutional Approach to Weather Prediction. ICDM Tyler Wilson, Pang-Ning Tan, Lifeng Luo
2018	A*	`conf`	Distribution Preserving Multi-task Regression for Spatio-Temporal Data. ICDM Xi Liu, Pang-Ning Tan, Zubin Abraham, Lifeng Luo, Pouyan Hatami
2018	A*	`conf`	MUSCAT: Multi-Scale Spatio-Temporal Learning with Application to Climate Modeling. IJCAI Jianpeng Xu, Xi Liu, Tyler Wilson, Pang-Ning Tan, Pouyan Hatami, Lifeng Luo
2017	—	`conf`	Assessing the impacts of climate and land use lane cover changes on hydrological droughts in the Yellow River Basin using SWAT model with time-varying parameters. Agro-Geoinformatics Yunyun Li, Jianxia Chang, Lifeng Luo
2017	J	`jnl`	Online Multi-Task Learning Framework for Ensemble Forecasting. IEEE Trans. Knowl. Data Eng. Jianpeng Xu, Pang-Ning Tan, Jiayu Zhou, Lifeng Luo
2016	A	`conf`	GSpartan: a Geospatio-Temporal Multi-task Learning Framework for Multi-location Prediction. SDM Jianpeng Xu, Pang-Ning Tan, Lifeng Luo, Jiayu Zhou
2016	—	`conf`	WISDOM: Weighted incremental spatio-temporal multi-task learning via tensor decomposition. IEEE BigData Jianpeng Xu, Jiayu Zhou, Pang-Ning Tan, Xi Liu, Lifeng Luo
2014	A*	`conf`	ORION: Online Regularized Multi-task Regression and Its Application to Ensemble Forecasting. ICDM Jianpeng Xu, Pang-Ning Tan, Lifeng Luo