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ORCIDWeilin Ruan
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2020 – today
- 2025
[j1]Weilin Ruan
, Wenzhuo Wang, Siru Zhong, Wei Chen, Li Liu, Yuxuan Liang:
Cross Space and Time: A Spatio-Temporal Unitized Model for Traffic Flow Forecasting. IEEE Trans. Intell. Transp. Syst. 26(11): 21296-21308 (2025)- [c4]Siru Zhong, Weilin Ruan, Ming Jin, Huan Li, Qingsong Wen, Yuxuan Liang:
Time-VLM: Exploring Multimodal Vision-Language Models for Augmented Time Series Forecasting. ICML 2025 - [c3]Xingchen Zou, Weilin Ruan, Siru Zhong, Yuehong Hu, Yuxuan Liang:
Fine-grained Urban Heat Island Effect Forecasting: A Context-aware Thermodynamic Modeling Framework. KDD (2) 2025: 4226-4237 - [c2]Yongzheng Liu, Siru Zhong, Gefeng Luo, Weilin Ruan, Yuxuan Liang:
Towards Multi-Scenario Forecasting of Building Electricity Loads with Multimodal Data. ACM Multimedia 2025: 2188-2196 - [c1]Weilin Ruan, Wei Chen, Xilin Dang, Jianxiang Zhou, Weichuang Li, Xu Liu, Yuxuan Liang:
ST-LoRA: Low-Rank Adaptation for Spatio-Temporal Forecasting. ECML/PKDD (7) 2025: 345-361 - [i9]Siru Zhong, Weilin Ruan, Ming Jin, Huan Li, Qingsong Wen, Yuxuan Liang:
Time-VLM: Exploring Multimodal Vision-Language Models for Augmented Time Series Forecasting. CoRR abs/2502.04395 (2025) - [i8]Weilin Ruan, Siru Zhong, Haomin Wen, Yuxuan Liang:
Vision-Enhanced Time Series Forecasting via Latent Diffusion Models. CoRR abs/2502.14887 (2025) - [i7]Yiming Huang, Biquan Bie, Zuqiu Na, Weilin Ruan, Songxin Lei, Yutao Yue, Xinlei He:
An Empirical Study of the Anchoring Effect in LLMs: Existence, Mechanism, and Potential Mitigations. CoRR abs/2505.15392 (2025) - [i6]Sisuo Lyu, Siru Zhong, Weilin Ruan, Qingxiang Liu, Qingsong Wen, Hui Xiong, Yuxuan Liang:
OccamVTS: Distilling Vision Models to 1% Parameters for Time Series Forecasting. CoRR abs/2508.01727 (2025) - [i5]Weilin Ruan, Xilin Dang, Ziyu Zhou, Sisuo Lyu, Yuxuan Liang:
A Retrieval Augmented Spatio-Temporal Framework for Traffic Prediction. CoRR abs/2508.16623 (2025) - [i4]Sizhuo Ma, Wei-Ting Chen, Qiang Gao, Jian Wang, Chris Wei Zhou, Wei Sun, Weixia Zhang, Linhan Cao, Jun Jia, Xiangyang Zhu, Dandan Zhu, Xiongkuo Min, Guangtao Zhai, Baoying Chen, Xiongwei Xiao, Jishen Zeng, Wei Wu, Tiexuan Lou, Yuchen Tan, Chunyi Song, Zhiwei Xu, MohammadAli Hamidi, Hadi Amirpour, Mingyin Bai, Jiawang Du, Zhenyu Jiang, Zilong Lu, Ziguan Cui, Zongliang Gan, Xinpeng Li, Shiqi Jiang, Chenhui Li, Changbo Wang, Weijun Yuan, Zhan Li, Yihang Chen, Yifan Deng, Ruting Deng, Zhanglu Chen, Boyang Yao, Shuling Zheng, Feng Zhang, Zhiheng Fu, Abhishek Joshi, Aman Agarwal, Rakhil Immidisetti, Ajay Narasimha Mopidevi, Vishwajeet Shukla, Hao Yang, Ruikun Zhang, Liyuan Pan, Kaixin Deng, Hang Ouyang, Fan Yang, Zhizun Luo, Zhuohang Shi, Songning Lai, Weilin Ruan, Yutao Yue:
VQualA 2025 Challenge on Face Image Quality Assessment: Methods and Results. CoRR abs/2508.18445 (2025) - [i3]Songxin Lei, Qiongyan Wang, Yanchen Zhu, Hanyu Yao, Sijie Ruan, Weilin Ruan, Yuyu Luo, Huaming Wu, Yuxuan Liang:
A Game-Theoretic Spatio-Temporal Reinforcement Learning Framework for Collaborative Public Resource Allocation. CoRR abs/2510.26184 (2025) - 2024
- [i2]Weilin Ruan, Wei Chen, Xilin Dang, Jianxiang Zhou, Weichuang Li, Xu Liu, Yuxuan Liang:
Low-rank Adaptation for Spatio-Temporal Forecasting. CoRR abs/2404.07919 (2024) - [i1]Weilin Ruan, Wenzhuo Wang, Siru Zhong, Wei Chen, Li Liu, Yuxuan Liang:
Cross Space and Time: A Spatio-Temporal Unitized Model for Traffic Flow Forecasting. CoRR abs/2411.09251 (2024)
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