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Siru Zhong

12 papers at tracked venues · 10 at CORE A* · active 2024–2026

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Venues

AAAI ×3ACM MM ×3IJCAI ×2ICML ×1NeurIPS ×1SIGKDD ×1WWW ×1

Frequent coauthors

Yuxuan Liang
×12
Qingsong Wen
×6
Weilin Ruan
×4
Yutong Xia
×3
Xixuan Hao
×3
Roger Zimmermann
×3
Yibo Yan
×3
Qiongyan Wang
×2
Xingchen Zou
×2
Wei Chen
×2
Sisuo Lyu
×1
Qingxiang Liu
×1

Papers

  1. OccamVTS: Distilling Vision Models to 1% Parameters for Time Series Forecasting
    AAAI 2026 ·
    Sisuo Lyu
    , Siru Zhong,
    Weilin Ruan
    ,
    Qingxiang Liu
    ,
    Qingsong Wen
    ,
    Hui Xiong
    ,
    Yuxuan Liang
  2. AirRadar: Inferring Nationwide Air Quality in China with Deep Neural Networks
    AAAI 2025 ·
    Qiongyan Wang
    ,
    Yutong Xia
    , Siru Zhong,
    Weichuang Li
    ,
    Yuankai Wu
    ,
    Shifen Cheng
    ,
    Junbo Zhang
    ,
    Yu Zheng
    ,
    Yuxuan Liang
  3. Fine-grained Urban Heat Island Effect Forecasting: A Context-aware Thermodynamic Modeling Framework
    SIGKDD 2025 ·
    Xingchen Zou
    ,
    Weilin Ruan
    , Siru Zhong,
    Yuehong Hu
    ,
    Yuxuan Liang
  4. Learning to Factorize Spatio-Temporal Foundation Models
    NeurIPS 2025 · Siru Zhong,
    Junjie Qiu
    ,
    Yangyu Wu
    ,
    Xingchen Zou
    ,
    Zhongwen Rao
    ,
    Bin Yang
    ,
    Chenjuan Guo
    ,
    Hao Xu
    ,
    Yuxuan Liang
  5. Multimodal Learning for Spatio-Temporal Data Mining
    ACM MM 2025 · Siru Zhong,
    Xixuan Hao
    ,
    Hao Miao
    ,
    Yan Zhao
    ,
    Qingsong Wen
    ,
    Roger Zimmermann
    ,
    Yuxuan Liang
  6. Time-VLM: Exploring Multimodal Vision-Language Models for Augmented Time Series Forecasting
    ICML 2025 · Siru Zhong,
    Weilin Ruan
    ,
    Ming Jin
    ,
    Huan Li
    ,
    Qingsong Wen
    ,
    Yuxuan Liang
  7. Towards Multi-Scenario Forecasting of Building Electricity Loads with Multimodal Data
    ACM MM 2025 ·
    Yongzheng Liu
    , Siru Zhong,
    Gefeng Luo
    ,
    Weilin Ruan
    ,
    Yuxuan Liang
  8. UrbanVLP: Multi-Granularity Vision-Language Pretraining for Urban Socioeconomic Indicator Prediction
    AAAI 2025 ·
    Xixuan Hao
    ,
    Wei Chen
    ,
    Yibo Yan
    , Siru Zhong,
    Kun Wang
    ,
    Qingsong Wen
    ,
    Yuxuan Liang
  9. Predicting Carpark Availability in Singapore with Cross-Domain Data: A New Dataset and A Data-Driven Approach
    IJCAI 2024 ·
    Huaiwu Zhang
    ,
    Yutong Xia
    , Siru Zhong,
    Kun Wang
    ,
    Zekun Tong
    ,
    Qingsong Wen
    ,
    Roger Zimmermann
    ,
    Yuxuan Liang
  10. Spatio-Temporal Field Neural Networks for Air Quality Inference
    IJCAI 2024 ·
    Yutong Feng
    ,
    Qiongyan Wang
    ,
    Yutong Xia
    ,
    Junlin Huang
    , Siru Zhong,
    Yuxuan Liang
  11. UrbanCLIP: Learning Text-enhanced Urban Region Profiling with Contrastive Language-Image Pretraining from the Web
    WWW 2024 ·
    Yibo Yan
    ,
    Haomin Wen
    , Siru Zhong,
    Wei Chen
    ,
    Haodong Chen
    ,
    Qingsong Wen
    ,
    Roger Zimmermann
    ,
    Yuxuan Liang
  12. UrbanCross: Enhancing Satellite Image-Text Retrieval with Cross-Domain Adaptation
    ACM MM 2024 · Siru Zhong,
    Xixuan Hao
    ,
    Yibo Yan
    ,
    Ying Zhang
    ,
    Yangqiu Song
    ,
    Yuxuan Liang