Longyuan Li - RankMe

16 papers A* 3Journal 11Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Characteristic Root Analysis and Regularization for Linear Time Series Forecasting. CoRR Zheng Wang, Kaixuan Zhang, Wanfang Chen, Xiaonan Lu, Longyuan Li, Tobias Schlagenhauf
2024	J	`jnl`	Enhancing Unsupervised Anomaly Detection With Score-Guided Network. IEEE Trans. Neural Networks Learn. Syst. Zongyuan Huang, Baohua Zhang, Guoqiang Hu, Longyuan Li, Yanyan Xu, Yaohui Jin
2023	J	`jnl`	Learning Generative RNN-ODE for Collaborative Time-Series and Event Sequence Forecasting. IEEE Trans. Knowl. Data Eng. Longyuan Li, Junchi Yan, Yunhao Zhang, Jihai Zhang, Jie Bao, Yaohui Jin, Xiaokang Yang
2023	J	`jnl`	Learning Robust Deep State Space for Unsupervised Anomaly Detection in Contaminated Time-Series. IEEE Trans. Knowl. Data Eng. Longyuan Li, Junchi Yan, Qingsong Wen, Yaohui Jin, Xiaokang Yang
2021	J	`jnl`	Anomaly Detection of Time Series With Smoothness-Inducing Sequential Variational Auto-Encoder. IEEE Trans. Neural Networks Learn. Syst. Longyuan Li, Junchi Yan, Haiyang Wang, Yaohui Jin
2021	J	`jnl`	Anomaly Detection of Time Series with Smoothness-Inducing Sequential Variational Auto-Encoder. CoRR Longyuan Li, Junchi Yan, Haiyang Wang, Yaohui Jin
2021	J	`jnl`	Enhancing Unsupervised Anomaly Detection with Score-Guided Network. CoRR Zongyuan Huang, Baohua Zhang, Guoqiang Hu, Longyuan Li, Yanyan Xu, Yaohui Jin
2021	A*	`conf`	GRIN: Generative Relation and Intention Network for Multi-agent Trajectory Prediction. NeurIPS Longyuan Li, Jian Yao, Li K. Wenliang, Tong He, Tianjun Xiao, Junchi Yan, David Wipf, Zheng Zhang
2021	J	`jnl`	Learning Interpretable Deep State Space Model for Probabilistic Time Series Forecasting. CoRR Longyuan Li, Junchi Yan, Xiaokang Yang, Yaohui Jin
2021	A*	`conf`	Synergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic Forecasting. AAAI Longyuan Li, Jihai Zhang, Junchi Yan, Yaohui Jin, Yunhao Zhang, Yanjie Duan, Guangjian Tian
2021	J	`jnl`	Synergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic Forecasting. CoRR Longyuan Li, Jihai Zhang, Junchi Yan, Yaohui Jin, Yunhao Zhang, Yanjie Duan, Guangjian Tian
2019	J	`jnl`	Decoding Spiking Mechanism with Dynamic Learning on Neuron Population. CoRR Zhijie Chen, Junchi Yan, Longyuan Li, Xiaokang Yang
2019	—	`conf`	Differential Privacy with Variant-Noise for Gaussian Processes Classification. PRICAI (3) Zhili Xiong, Longyuan Li, Junchi Yan, Haiyang Wang, Hao He, Yaohui Jin
2019	A*	`conf`	Learning Interpretable Deep State Space Model for Probabilistic Time Series Forecasting. IJCAI Longyuan Li, Junchi Yan, Xiaokang Yang, Yaohui Jin
2019	J	`jnl`	Online detection of abnormal passenger out-flow in urban metro system. Neurocomputing Haiyang Wang, Longyuan Li, Pingjun Pan, Yongkun Wang, Yaohui Jin
2018	—	`conf`	Peak-Hour Subway Passenger Flow Forecasting: A Tensor Based Approach. ITSC Pingjun Pan, Haiyang Wang, Longyuan Li, Yongkun Wang, Yaohui Jin