Shiyu Wang - RankMe

38 papers A* 9A 3B 1Journal 19Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	How Green Is Your Login? A Cross-Protocol Benchmark of Authentication Energy & Latency. WWW Weizheng Wang, Qipeng Xie, Shiyu Wang, Qingqing Ye, Kaishun Wu, Haibo Hu
2026	J	`jnl`	STReasoner: Empowering LLMs for Spatio-Temporal Reasoning in Time Series via Spatial-Aware Reinforcement Learning. CoRR Juntong Ni, Shiyu Wang, Ming Jin, Qi He, Wei Jin
2026	—	`conf`	TimeDistill: Efficient Long-Term Time Series Forecasting with MLP via Cross-Architecture Distillation. KDD (1) Juntong Ni, Zewen Liu, Shiyu Wang, Ming Jin, Wei Jin
2025	—	`conf`	ADEPT-SQL: A High-performance Text-to-SQL Application for Real-World Enterprise-Level Databases. ACL (3) Yongnan Chen, Zhuo Chang, Shijia Gu, Yuanhang Zong, Mei Zhang, Shiyu Wang, Zixiang He, Hongzhi Chen, Wei Jin, Bin Cui
2025	J	`jnl`	Are We Overlooking the Dimensions? Learning Latent Hierarchical Channel Structure for High-Dimensional Time Series Forecasting. CoRR Juntong Ni, Shiyu Wang, Zewen Liu, Xiaoming Shi, Xinyue Zhong, Zhou Ye, Wei Jin
2025	—	`conf`	FRT: Flow-based Reconcile Transformer for Hierarchical Time Series. KDD (2) Shiyu Wang, Wei Lu, Jiawei Li, Xiaoming Shi, Xinyue Zhong, Zhou Ye, Ming Jin, Qingsong Wen
2025	J	`jnl`	Position: Empowering Time Series Reasoning with Multimodal LLMs. CoRR Yaxuan Kong, Yiyuan Yang, Shiyu Wang, Chenghao Liu, Yuxuan Liang, Ming Jin, Stefan Zohren, Dan Pei, Yan Liu, Qingsong Wen
2025	—	`conf`	SCOPE-MoE: Supply Chain Forecasting with a Pretrained MoE-Based Large Time Series Model in E-Commerce. ITSC Shiyu Wang, Xinyue Zhong, Jiawei Li, Baichuan Mo, Zhou Ye, Ming Jin
2025	J	`jnl`	TimeDistill: Efficient Long-Term Time Series Forecasting with MLP via Cross-Architecture Distillation. CoRR Juntong Ni, Zewen Liu, Shiyu Wang, Ming Jin, Wei Jin
2025	A*	`conf`	TimeMixer++: A General Time Series Pattern Machine for Universal Predictive Analysis. ICLR Shiyu Wang, Jiawei Li, Xiaoming Shi, Zhou Ye, Baichuan Mo, Wenze Lin, Shengtong Ju, Zhixuan Chu, Ming Jin
2024	J	`jnl`	Adaptive Two-Stage Cloud Resource Scaling via Hierarchical Multi-Indicator Forecasting and Bayesian Decision-Making. CoRR Yang Luo, Shiyu Wang, Zhemeng Yu, Wei Lu, Xiaofeng Gao, Lintao Ma, Guihai Chen
2024	A	`conf`	Causal Interventional Prediction System for Robust and Explainable Effect Forecasting. CIKM Zhixuan Chu, Hui Ding, Guang Zeng, Shiyu Wang, Yiming Li
2024	J	`jnl`	Causal Interventional Prediction System for Robust and Explainable Effect Forecasting. CoRR Zhixuan Chu, Hui Ding, Guang Zeng, Shiyu Wang, Yiming Li
2024	A*	`conf`	Intelligent Agents with LLM-based Process Automation. KDD Yanchu Guan, Dong Wang, Zhixuan Chu, Shiyu Wang, Feiyue Ni, Ruihua Song, Chenyi Zhuang
2024	A	`conf`	Multiscale Representation Enhanced Temporal Flow Fusion Model for Long-Term Workload Forecasting. CIKM Shiyu Wang, Zhixuan Chu, Yinbo Sun, Yu Liu, Yuliang Guo, Yang Chen, Huiyang Jian, Lintao Ma, Xingyu Lu, Jun Zhou
2024	J	`jnl`	Multiscale Representation Enhanced Temporal Flow Fusion Model for Long-Term Workload Forecasting. CoRR Shiyu Wang, Zhixuan Chu, Yinbo Sun, Yu Liu, Yuliang Guo, Yang Chen, Huiyang Jian, Lintao Ma, Xingyu Lu, Jun Zhou
2024	A	`conf`	NeuralReconciler for Hierarchical Time Series Forecasting. WSDM Shiyu Wang
2024	A*	`conf`	Time-LLM: Time Series Forecasting by Reprogramming Large Language Models. ICLR Ming Jin, Shiyu Wang, Lintao Ma, Zhixuan Chu, James Y. Zhang, Xiaoming Shi, Pin-Yu Chen, Yuxuan Liang, Yuan-Fang Li, Shirui Pan, Qingsong Wen
2024	J	`jnl`	Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts. CoRR Xiaoming Shi, Shiyu Wang, Yuqi Nie, Dianqi Li, Zhou Ye, Qingsong Wen, Ming Jin
2024	J	`jnl`	TimeMixer++: A General Time Series Pattern Machine for Universal Predictive Analysis. CoRR Shiyu Wang, Jiawei Li, Xiaoming Shi, Zhou Ye, Baichuan Mo, Wenze Lin, Shengtong Ju, Zhixuan Chu, Ming Jin
2024	A*	`conf`	TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting. ICLR Shiyu Wang, Haixu Wu, Xiaoming Shi, Tengge Hu, Huakun Luo, Lintao Ma, James Y. Zhang, Jun Zhou
2024	J	`jnl`	TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting. CoRR Shiyu Wang, Haixu Wu, Xiaoming Shi, Tengge Hu, Huakun Luo, Lintao Ma, James Y. Zhang, Jun Zhou
2024	A*	`conf`	iTransformer: Inverted Transformers Are Effective for Time Series Forecasting. ICLR Yong Liu, Tengge Hu, Haoran Zhang, Haixu Wu, Shiyu Wang, Lintao Ma, Mingsheng Long
2023	—	`conf`	Flow-Based End-to-End Model for Hierarchical Time Series Forecasting via Trainable Attentive-Reconciliation. DASFAA (1) Shiyu Wang, Yinbo Sun, Yan Wang, Fan Zhou, Lintao Ma, James Zhang, Yangfei Zheng
2023	A*	`conf`	Full Scaling Automation for Sustainable Development of Green Data Centers. IJCAI Shiyu Wang, Yinbo Sun, Xiaoming Shi, Shiyi Zhu, Lintao Ma, James Zhang, Yangfei Zheng, Liu Jian
2023	J	`jnl`	Full Scaling Automation for Sustainable Development of Green Data Centers. CoRR Shiyu Wang, Yinbo Sun, Xiaoming Shi, Shiyi Zhu, Linfao Ma, James Zhang, Yifei Zheng, Jian Liu
2023	J	`jnl`	Intelligent Virtual Assistants with LLM-based Process Automation. CoRR Yanchu Guan, Dong Wang, Zhixuan Chu, Shiyu Wang, Feiyue Ni, Ruihua Song, Longfei Li, Jinjie Gu, Chenyi Zhuang
2023	A*	`conf`	SLOTH: Structured Learning and Task-Based Optimization for Time Series Forecasting on Hierarchies. AAAI Fan Zhou, Chen Pan, Lintao Ma, Yu Liu, Shiyu Wang, James Zhang, Xinxin Zhu, Xuanwei Hu, Yunhua Hu, Yangfei Zheng, Lei Lei, Hu Yun
2023	J	`jnl`	SLOTH: Structured Learning and Task-based Optimization for Time Series Forecasting on Hierarchies. CoRR Fan Zhou, Chen Pan, Lintao Ma, Yu Liu, Shiyu Wang, James Zhang, Xinxin Zhu, Xuanwei Hu, Yunhua Hu, Yangfei Zheng, Lei Lei, Yun Hu
2023	J	`jnl`	Time-LLM: Time Series Forecasting by Reprogramming Large Language Models. CoRR Ming Jin, Shiyu Wang, Lintao Ma, Zhixuan Chu, James Y. Zhang, Xiaoming Shi, Pin-Yu Chen, Yuxuan Liang, Yuan-Fang Li, Shirui Pan, Qingsong Wen
2023	J	`jnl`	iTransformer: Inverted Transformers Are Effective for Time Series Forecasting. CoRR Yong Liu, Tengge Hu, Haoran Zhang, Haixu Wu, Shiyu Wang, Lintao Ma, Mingsheng Long
2022	J	`jnl`	A Graph Regularized Point Process Model For Event Propagation Sequence. CoRR Siqiao Xue, Xiaoming Shi, Hongyan Hao, Lintao Ma, Shiyu Wang, Shijun Wang, James Zhang
2022	A*	`conf`	A Meta Reinforcement Learning Approach for Predictive Autoscaling in the Cloud. KDD Siqiao Xue, Chao Qu, Xiaoming Shi, Cong Liao, Shiyi Zhu, Xiaoyu Tan, Lintao Ma, Shiyu Wang, Shijun Wang, Yun Hu, Lei Lei, Yangfei Zheng, Jianguo Li, James Zhang
2022	J	`jnl`	A Meta Reinforcement Learning Approach for Predictive Autoscaling in the Cloud. CoRR Siqiao Xue, Chao Qu, Xiaoming Shi, Cong Liao, Shiyi Zhu, Xiaoyu Tan, Lintao Ma, Shiyu Wang, Shijun Wang, Yun Hu, Lei Lei, Yangfei Zheng, Jianguo Li, James Zhang
2022	J	`jnl`	End-to-End Modeling Hierarchical Time Series Using Autoregressive Transformer and Conditional Normalizing Flow based Reconciliation. CoRR Shiyu Wang, Fan Zhou, Yinbo Sun, Lintao Ma, James Zhang, Yangfei Zheng, Lei Lei, Yun Hu
2022	—	`conf`	End-to-End Modeling of Hierarchical Time Series Using Autoregressive Transformer and Conditional Normalizing Flow-based Reconciliation. ICDM (Workshops) Shiyu Wang, Fan Zhou, Yinbo Sun, Lintao Ma, James Zhang, Yangfei Zheng
2021	B	`conf`	A Graph Regularized Point Process Model For Event Propagation Sequence. IJCNN Siqiao Xue, Xiaoming Shi, Hongyan Hao, Lintao Ma, James Zhang, Shiyu Wang, Shijun Wang
2018	J	`jnl`	Establishment of attribute bitmaps for efficient XACML policy evaluation. Knowl. Based Syst. Fan Deng, Shiyu Wang, Liyong Zhang, Xiaoqian Wei, Jingping Yu