| 2026 | AAAI | OccamVTS: Distilling Vision Models to 1% Parameters for Time Series Forecasting. | Sisuo Lyu, Siru Zhong, Weilin Ruan, Qingxiang Liu, Qingsong Wen, Hui Xiong, Yuxuan Liang |
| 2025 | AAAI | UrbanVLP: Multi-Granularity Vision-Language Pretraining for Urban Socioeconomic Indicator Prediction. | Xixuan Hao, Wei Chen, Yibo Yan, Siru Zhong, Kun Wang, Qingsong Wen, Yuxuan Liang |
| 2025 | AAAI | 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 |
| 2025 | ICML | Time-VLM: Exploring Multimodal Vision-Language Models for Augmented Time Series Forecasting. | Siru Zhong, Weilin Ruan, Ming Jin, Huan Li, Qingsong Wen, Yuxuan Liang |
| 2025 | KDD | Fine-grained Urban Heat Island Effect Forecasting: A Context-aware Thermodynamic Modeling Framework. | Xingchen Zou, Weilin Ruan, Siru Zhong, Yuehong Hu, Yuxuan Liang |
| 2024 | IJCAI | Spatio-Temporal Field Neural Networks for Air Quality Inference. | Yutong Feng, Qiongyan Wang, Yutong Xia, Junlin Huang, Siru Zhong, Yuxuan Liang |
| 2024 | IJCAI | 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, Zekun Tong, Qingsong Wen, Roger Zimmermann, Yuxuan Liang |
| 2024 | WWW | UrbanCLIP: Learning Text-enhanced Urban Region Profiling with Contrastive Language-Image Pretraining from the Web. | Yibo Yan, Haomin Wen, Siru Zhong, Wei Chen, Haodong Chen, Qingsong Wen, Roger Zimmermann, Yuxuan Liang |