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Author

Weilin Ruan

Observed names: Ruan, Weilin, Weilin, Ruan
ORCID: 0009-0000-5053-6047
Observed ORCID: 0009-0000-5053-6047
OpenAlex ID: A5102648321
Time-VLM: Exploring Multimodal Vision-Language Models for Augmented Time Series Forecasting
2026 · Siru Zhong, Yuxuan Liang, et al. · CRC Press eBooks · 77
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Understanding the Anchoring Effect of LLM with Synthetic Data: Existence, Mechanism, and Potential Mitigations
2025 · Huang, Yiming, Bie, Biquan, et al. · arXiv (Cornell University) · 20
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ST-LoRA: Low-Rank Adaptation for Spatio-Temporal Forecasting
2025 · Weilin Ruan, Wei Chen, et al. · Lecture notes in computer science · 17
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GenRouter: Unified Workflow Routing for Agentic Image Generation
2026 · Chen, Harold Haodong, Hou, Zhiyu, et al. · arXiv (Cornell University) · 7
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TS-Memory: Plug-and-Play Memory for Time Series Foundation Models
2026 · Lyu, Sisuo, Zhong, Siru, et al. · arXiv (Cornell University) · 7
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VQualA 2025 Challenge on Face Image Quality Assessment: Methods and Results
2025 · Sizhuo Ma, Wei-Ting Chen, et al. · IEEE International Conference on Computer Vision Workshops · 7
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OccamVTS: Distilling Vision Models to 1% Parameters for Time Series Forecasting
2026 · Sisuo Lyu, Siru Zhong, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 5
A Retrieval Augmented Spatio-Temporal Framework for Traffic Prediction
2026 · Weilin Ruan, Xilin Dang, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 5
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Cross Space and Time: A Spatio-Temporal Unitized Model for Traffic Flow Forecasting
2025 · Weilin Ruan, Wenzhuo Wang, et al. · IEEE Transactions on Intelligent Transportation Systems · 5
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OccamVTS: Distilling Vision Models to 1% Parameters for Time Series Forecasting
2025 · Lyu, Sisuo, Zhong, Siru, et al. · arXiv (Cornell University) · 4
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Visual Reasoning over Time Series via Multi-Agent System
2026 · Ruan, Weilin, Liang, Yuxuan · arXiv (Cornell University) · 3
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Towards Multi-Scenario Forecasting of Building Electricity Loads with Multimodal Data
2025 · Yongzheng Liu, Siru Zhong, et al. · ACM International Conference on Multimedia (ACM MM) · 2
MedZERO: Self-Evolving Agents for Open-Ended Medical Reasoning Through Controlled Knowledge Accumulation
2026 · Dang, Xilin, Ruan, Weilin, et al. · arXiv (Cornell University) · 1
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Fine-grained Urban Heat Island Effect Forecasting: A Context-aware Thermodynamic Modeling Framework
2025 · Xingchen Zou, Weilin Ruan, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 1
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ViST: Harnessing Vision Transformation and Reconstruction for Multi-modal Spatio-temporal Forecasting
2026 · Weilin Ruan, Siru Zhong, et al. · ACM International Conference on Multimedia (ACM MM)
EKT-Router: Expert-Evidence Alignment for Embodied Vision-Language Models
2026 · Ruan, Weilin, Xu, Yingjie, et al. · arXiv (Cornell University)
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Anvil: Scaling Embodied Spatial Intelligence through Knowledge Recirculation
2026 · Ruan, Weilin, Zhou, Bohan, et al. · arXiv (Cornell University)
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ChampionKV: Head-Wise Adaptive Budget Allocation for KV Cache Compression
2026 · Chen, Yuechuan, Guo, Yanda, et al. · arXiv (Cornell University)
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TS-Memory: Plug-and-Play Memory for Time Series Foundation Models
2026 · Sisuo Lyu, Siru Zhong, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
Symmetric Composition of Anisotropic Operators for Global Subseasonal-to-Seasonal Climate Forecasting
2026 · Zhou, Ziyu, Fang, Yuchen, et al. · arXiv (Cornell University)
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SEDformer: Event-Synchronous Spiking Transformers for Irregular Telemetry Time Series Forecasting
2026 · Zhou, Ziyu, Fang, Yuchen, et al. · arXiv (Cornell University)
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OccamVTS: Distilling Vision Models to 1% Parameters for Time Series Forecasting
2026 · Association for Artificial Intelligence 2026, Liang, Yuxuan, et al. · Underline Science Inc.
A Retrieval Augmented Spatio-Temporal Framework for Traffic Prediction
2026 · Association for Artificial Intelligence 2026, Dang, Xilin, et al. · Underline Science Inc.
Multi-Source Conditional Fusion via Latent Diffusion for Time Series Forecasting
2026 · Weilin Ruan, Siru Zhong, et al. · SSRN Electronic Journal
Time-VLM: Exploring Multimodal Vision-Language Models for Augmented Time Series Forecasting
2025 · Siru, Zhong, Weilin, Ruan, et al. · Griffith Research Online
Works count: 27
Citation count: 182
H-index: 7
I10-index: 4
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