When Urban Region Profiling Meets Large Language Models. - Yibo Yan; Haomin Wen; Siru Zhong; Wei Chen 070; Haodong Chen; Qingsong Wen; Roger Zimmermann; Yuxuan Liang (CoRR, 2023)

Spatio-Temporal Field Neural Networks for Air Quality Inference. - Yutong Feng; Qiongyan Wang; Yutong Xia; Junlin Huang; Siru Zhong; Yuxuan Liang (IJCAI, 2024)

Predicting Carpark Availability in Singapore with Cross-Domain Data: A New Dataset and A Data-Driven Approach. - Huaiwu Zhang; Yutong Xia; Siru Zhong; Kun Wang 042; Zekun Tong; Qingsong Wen; Roger Zimmermann; Yuxuan Liang (IJCAI, 2024)

UrbanCross: Enhancing Satellite Image-Text Retrieval with Cross-Domain Adaptation. - Siru Zhong; Xixuan Hao; Yibo Yan; Ying Zhang 047; Yangqiu Song; Yuxuan Liang (ACM Multimedia, 2024)

UrbanCLIP: Learning Text-enhanced Urban Region Profiling with Contrastive Language-Image Pretraining from the Web. - Yibo Yan; Haomin Wen; Siru Zhong; Wei Chen 070; Haodong Chen; Qingsong Wen; Roger Zimmermann; Yuxuan Liang (WWW, 2024)

Spatio-Temporal Field Neural Networks for Air Quality Inference. - Yutong Feng; Qiongyan Wang; Yutong Xia; Junlin Huang; Siru Zhong; Kun Wang 056; Shifen Cheng; Yuxuan Liang (CoRR, 2024)

UrbanVLP: A Multi-Granularity Vision-Language Pre-Trained Foundation Model for Urban Indicator Prediction. - Xixuan Hao; Wei Chen 070; Yibo Yan; Siru Zhong; Kun Wang 056; Qingsong Wen; Yuxuan Liang (CoRR, 2024)

Predicting Parking Availability in Singapore with Cross-Domain Data: A New Dataset and A Data-Driven Approach. - Huaiwu Zhang; Yutong Xia; Siru Zhong; Kun Wang 042; Zekun Tong; Qingsong Wen; Roger Zimmermann; Yuxuan Liang (CoRR, 2024)

Navigating Spatio-Temporal Heterogeneity: A Graph Transformer Approach for Traffic Forecasting. - Jianxiang Zhou; Erdong Liu; Wei Chen; Siru Zhong; Yuxuan Liang (CoRR, 2024)

Cross Space and Time: A Spatio-Temporal Unitized Model for Traffic Flow Forecasting. - Weilin Ruan; Wenzhuo Wang; Siru Zhong; Wei Chen; Li Liu; Yuxuan Liang (CoRR, 2024)

UrbanVLP: Multi-Granularity Vision-Language Pretraining for Urban Socioeconomic Indicator Prediction. - Xixuan Hao; Wei Chen 070; Yibo Yan; Siru Zhong; Kun Wang 056; Qingsong Wen; Yuxuan Liang (AAAI, 2025)

AirRadar: Inferring Nationwide Air Quality in China with Deep Neural Networks. - Qiongyan Wang; Yutong Xia; Siru Zhong; Weichuang Li; Yuankai Wu; Shifen Cheng; Junbo Zhang; Yu Zheng; Yuxuan Liang (AAAI, 2025)

Time-VLM: Exploring Multimodal Vision-Language Models for Augmented Time Series Forecasting. - Siru Zhong; Weilin Ruan; Ming Jin 005; Huan Li; Qingsong Wen; Yuxuan Liang (CoRR, 2025)

Vision-Enhanced Time Series Forecasting via Latent Diffusion Models. - Weilin Ruan; Siru Zhong; Haomin Wen; Yuxuan Liang (CoRR, 2025)

OccamVTS: Distilling Vision Models to 1% Parameters for Time Series Forecasting. - Sisuo Lyu; Siru Zhong; Weilin Ruan; Qingxiang Liu; Qingsong Wen; Hui Xiong 001; Yuxuan Liang (CoRR, 2025)