Weilin Ruan - RankMe

20 papers A* 4Journal 13Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	A Retrieval Augmented Spatio-Temporal Framework for Traffic Prediction. AAAI Weilin Ruan, Xilin Dang, Ziyu Zhou, Sisuo Lyu, 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`	SEDformer: Event-Synchronous Spiking Transformers for Irregular Telemetry Time Series Forecasting. CoRR Ziyu Zhou, Yuchen Fang, Weilin Ruan, Shiyu Wang, James Kwok, 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
2026	J	`jnl`	Visual Reasoning over Time Series via Multi-Agent System. CoRR Weilin Ruan, Yuxuan Liang
2025	J	`jnl`	A Game-Theoretic Spatio-Temporal Reinforcement Learning Framework for Collaborative Public Resource Allocation. CoRR Songxin Lei, Qiongyan Wang, Yanchen Zhu, Hanyu Yao, Sijie Ruan, Weilin Ruan, Yuyu Luo, Huaming Wu, Yuxuan Liang
2025	J	`jnl`	A Retrieval Augmented Spatio-Temporal Framework for Traffic Prediction. CoRR Weilin Ruan, Xilin Dang, Ziyu Zhou, Sisuo Lyu, Yuxuan Liang
2025	J	`jnl`	An Empirical Study of the Anchoring Effect in LLMs: Existence, Mechanism, and Potential Mitigations. CoRR Yiming Huang, Biquan Bie, Zuqiu Na, Weilin Ruan, Songxin Lei, Yutao Yue, Xinlei He
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	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	—	`conf`	ST-LoRA: Low-Rank Adaptation for Spatio-Temporal Forecasting. ECML/PKDD (7) Weilin Ruan, Wei Chen, Xilin Dang, Jianxiang Zhou, Weichuang Li, Xu Liu, 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	—	`conf`	VQualA 2025 Challenge on Face Image Quality Assessment: Methods and Results. ICCVW 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
2025	J	`jnl`	VQualA 2025 Challenge on Face Image Quality Assessment: Methods and Results. CoRR 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
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`	Low-rank Adaptation for Spatio-Temporal Forecasting. CoRR Weilin Ruan, Wei Chen, Xilin Dang, Jianxiang Zhou, Weichuang Li, Xu Liu, Yuxuan Liang