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Mingtian Tan

Observed name: Tan, Mingtian
Observed institution: University of Virginia
OpenAlex ID: A5113266687
Are Language Models Actually Useful for Time Series Forecasting?
2024 · Mingtian Tan, Mike Merrill, et al. · neural information processing systems · 99
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Language Models Still Struggle to Zero-shot Reason about Time Series
2024 · Mike A Merrill, Mingtian Tan, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 19
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Dual Gradient Consensus for Adaptive Learning to Transient Out-of-Distribution Disturbances in Quadrotor Control
2026 · Tan, Mingtian, Tzoumas, Vasileios · arXiv (Cornell University)
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SEER: Self-Evolving Event Reasoning and Retrieval for Time Series Forecasting
2026 · Tan, Mingtian, Goyal, Palash, et al. · arXiv (Cornell University)
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Efficient Domain-Adaptive Policy Learning via Kernel Representation with Application to Quadrotor Control under Non-Stationary Disturbances
2026 · Zhou, Hongyu, Tan, Mingtian, et al. · arXiv (Cornell University)
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Inferring Events from Time Series using Language Models
2026 · Association for Computational Linguistics 2026, Althoff, Tim, et al. · Underline Science Inc.
LEAF: A Living Benchmark for Event-Augmented Forecasting
2026 · Tan, Mingtian, Parmar, Mihir, et al. · arXiv (Cornell University)
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Inferring Events from Time Series using Language Models
2026 · Mingtian Tan, Mike A Merrill, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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Toward Reasoning-Centric Time-Series Analysis
2025 · Wang, Xinlei, Tan, Mingtian, et al. · arXiv (Cornell University)
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The Language of Shophouse Plans: Experimental Derivations with a Peranakan Grammar
2016 · Sambit Datta, Mingtian Tan · eSpace (Curtin University)
Works count: 12
Citation count: 118
H-index: 2
I10-index: 2
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