Siru Zhong - RankMe

27 papers A* 10Journal 16Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Breaking the Regional Barrier: Inductive Semantic Topology Learning for Worldwide Air Quality Forecasting. CoRR Zhiqing Cui, Siru Zhong, Ming Jin, Shirui Pan, Qingsong Wen, Yuxuan Liang
2026	J	`jnl`	DropoutTS: Sample-Adaptive Dropout for Robust Time Series Forecasting. CoRR Siru Zhong, Yiqiu Liu, Zhiqing Cui, Zezhi Shao, Fei Wang, Qingsong Wen, Yuxuan Liang
2026	J	`jnl`	Learning to Factorize and Adapt: A Versatile Approach Toward Universal Spatio-Temporal Foundation Models. CoRR Siru Zhong, Junjie Qiu, Yangyu Wu, Yiqiu Liu, Yuanpeng He, Zhongwen Rao, Bin Yang, Chenjuan Guo, Hao Xu, Yuxuan Liang
2026	A*	`conf`	OccamVTS: Distilling Vision Models to 1% Parameters for Time Series Forecasting. AAAI Sisuo Lyu, Siru Zhong, Weilin Ruan, Qingxiang Liu, Qingsong Wen, Hui Xiong, Yuxuan Liang
2026	J	`jnl`	TS-Memory: Plug-and-Play Memory for Time Series Foundation Models. CoRR Sisuo Lyu, Siru Zhong, Tiegang Chen, Weilin Ruan, Qingxiang Liu, Taiqiang Lv, Qingsong Wen, Raymond Chi-Wing Wong, Yuxuan Liang
2025	A*	`conf`	AirRadar: Inferring Nationwide Air Quality in China with Deep Neural Networks. AAAI Qiongyan Wang, Yutong Xia, Siru Zhong, Weichuang Li, Yuankai Wu, Shifen Cheng, Junbo Zhang, Yu Zheng, Yuxuan Liang
2025	J	`jnl`	AirRadar: Inferring Nationwide Air Quality in China with Deep Neural Networks. CoRR Qiongyan Wang, Yutong Xia, Siru Zhong, Weichuang Li, Yuankai Wu, Shifen Cheng, Junbo Zhang, Yu Zheng, Yuxuan Liang
2025	J	`jnl`	Cross Space and Time: A Spatio-Temporal Unitized Model for Traffic Flow Forecasting. IEEE Trans. Intell. Transp. Syst. Weilin Ruan, Wenzhuo Wang, Siru Zhong, Wei Chen, Li Liu, Yuxuan Liang
2025	—	`conf`	Fine-grained Urban Heat Island Effect Forecasting: A Context-aware Thermodynamic Modeling Framework. KDD (2) Xingchen Zou, Weilin Ruan, Siru Zhong, Yuehong Hu, Yuxuan Liang
2025	A*	`conf`	Multimodal Learning for Spatio-Temporal Data Mining. ACM Multimedia Siru Zhong, Xixuan Hao, Hao Miao, Yan Zhao, Qingsong Wen, Roger Zimmermann, Yuxuan Liang
2025	J	`jnl`	OccamVTS: Distilling Vision Models to 1% Parameters for Time Series Forecasting. CoRR Sisuo Lyu, Siru Zhong, Weilin Ruan, Qingxiang Liu, Qingsong Wen, Hui Xiong, Yuxuan Liang
2025	A*	`conf`	Time-VLM: Exploring Multimodal Vision-Language Models for Augmented Time Series Forecasting. ICML Siru Zhong, Weilin Ruan, Ming Jin, Huan Li, Qingsong Wen, Yuxuan Liang
2025	J	`jnl`	Time-VLM: Exploring Multimodal Vision-Language Models for Augmented Time Series Forecasting. CoRR Siru Zhong, Weilin Ruan, Ming Jin, Huan Li, Qingsong Wen, Yuxuan Liang
2025	A*	`conf`	Towards Multi-Scenario Forecasting of Building Electricity Loads with Multimodal Data. ACM Multimedia Yongzheng Liu, Siru Zhong, Gefeng Luo, Weilin Ruan, Yuxuan Liang
2025	A*	`conf`	UrbanVLP: Multi-Granularity Vision-Language Pretraining for Urban Socioeconomic Indicator Prediction. AAAI Xixuan Hao, Wei Chen, Yibo Yan, Siru Zhong, Kun Wang, Qingsong Wen, Yuxuan Liang
2025	J	`jnl`	Vision-Enhanced Time Series Forecasting via Latent Diffusion Models. CoRR Weilin Ruan, Siru Zhong, Haomin Wen, Yuxuan Liang
2024	J	`jnl`	Cross Space and Time: A Spatio-Temporal Unitized Model for Traffic Flow Forecasting. CoRR Weilin Ruan, Wenzhuo Wang, Siru Zhong, Wei Chen, Li Liu, Yuxuan Liang
2024	J	`jnl`	Navigating Spatio-Temporal Heterogeneity: A Graph Transformer Approach for Traffic Forecasting. CoRR Jianxiang Zhou, Erdong Liu, Wei Chen, Siru Zhong, Yuxuan Liang
2024	A*	`conf`	Predicting Carpark Availability in Singapore with Cross-Domain Data: A New Dataset and A Data-Driven Approach. IJCAI Huaiwu Zhang, Yutong Xia, Siru Zhong, Kun Wang, Zekun Tong, Qingsong Wen, Roger Zimmermann, Yuxuan Liang
2024	J	`jnl`	Predicting Parking Availability in Singapore with Cross-Domain Data: A New Dataset and A Data-Driven Approach. CoRR Huaiwu Zhang, Yutong Xia, Siru Zhong, Kun Wang, Zekun Tong, Qingsong Wen, Roger Zimmermann, Yuxuan Liang
2024	A*	`conf`	Spatio-Temporal Field Neural Networks for Air Quality Inference. IJCAI Yutong Feng, Qiongyan Wang, Yutong Xia, Junlin Huang, Siru Zhong, Yuxuan Liang
2024	J	`jnl`	Spatio-Temporal Field Neural Networks for Air Quality Inference. CoRR Yutong Feng, Qiongyan Wang, Yutong Xia, Junlin Huang, Siru Zhong, Kun Wang, Shifen Cheng, Yuxuan Liang
2024	A*	`conf`	UrbanCLIP: Learning Text-enhanced Urban Region Profiling with Contrastive Language-Image Pretraining from the Web. WWW Yibo Yan, Haomin Wen, Siru Zhong, Wei Chen, Haodong Chen, Qingsong Wen, Roger Zimmermann, Yuxuan Liang
2024	A*	`conf`	UrbanCross: Enhancing Satellite Image-Text Retrieval with Cross-Domain Adaptation. ACM Multimedia Siru Zhong, Xixuan Hao, Yibo Yan, Ying Zhang, Yangqiu Song, Yuxuan Liang
2024	J	`jnl`	UrbanCross: Enhancing Satellite Image-Text Retrieval with Cross-Domain Adaptation. CoRR Siru Zhong, Xixuan Hao, Yibo Yan, Ying Zhang, Yangqiu Song, Yuxuan Liang
2024	J	`jnl`	UrbanVLP: A Multi-Granularity Vision-Language Pre-Trained Foundation Model for Urban Indicator Prediction. CoRR Xixuan Hao, Wei Chen, Yibo Yan, Siru Zhong, Kun Wang, Qingsong Wen, Yuxuan Liang
2023	J	`jnl`	When Urban Region Profiling Meets Large Language Models. CoRR Yibo Yan, Haomin Wen, Siru Zhong, Wei Chen, Haodong Chen, Qingsong Wen, Roger Zimmermann, Yuxuan Liang