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Author

Seunghan Lee

Observed name: Lee, Seunghan
Observed institution: LG AI Research (South Korea)
ORCID: 0009-0009-6165-3164
Observed ORCID: 0009-0009-6165-3164
OpenAlex ID: A5144451538
When Summaries Distort Decisions: Information Fidelity in LLM-Compressed Financial Analysis
2026 · Hoyoung Lee, Suhwan Park, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 7
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EXAONE Finance 1.0: An Attention-free Time Series Foundation Model for Financial Time Series
2026 · Lee, Seunghan, Lee, Jaehoon, et al. · arXiv (Cornell University) · 4
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Beyond Magnitude and Shape: A Direction-Aware Loss for Time Series Forecasting
2026 · Lee, Seunghan, Lee, Jaehoon, et al. · arXiv (Cornell University) · 4
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Rethinking Multimodal Fusion for Time Series: Text Modalities Need Constrained Fusion
2026 · Lee, Seunghan, Seo, Jun, et al. · arXiv (Cornell University) · 3
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FinVerse: Toward More Realistic Evaluation for Financial Time-Series Forecasting
2026 · Lee, Jaehoon, Seo, Jun, et al. · arXiv (Cornell University) · 2
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FinSTaR: Towards Financial Reasoning with Time Series Reasoning Models
2026 · Seunghan Lee, Jun Seo, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2
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A Deep Learning Application for Pine Fungal Disease Classification
2026 · Dustin Gavins, Haifeng Wang, et al.
Explaining Time Series Forecasting with Horizon-Resolved Attribution
2026 · Lee, Seunghan, Seo, Jun, et al. · arXiv (Cornell University)
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FinTexTS: Financial Text-Paired Time-Series Dataset via Semantic-Based and Multi-Level Pairing
2026 · Jaehoon Lee, Suhwan Park, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
ReasonCast: Towards Explainable Time Series Forecasting with Reasoning
2026 · Lee, Seunghan, Seo, Jun, et al. · arXiv (Cornell University)
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AdaTKG: Adaptive Memory for Temporal Knowledge Graph Reasoning
2026 · Lee, Seunghan, Seo, Jun, et al. · arXiv (Cornell University)
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Mitigating Label Shift in Tabular In-Context Learning via Test-Time Posterior Adjustment
2026 · Lee, Seunghan · arXiv (Cornell University)
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Works count: 12
Citation count: 22
H-index: 3
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