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Yaxuan Kong

Observed name: Kong, Yaxuan
ORCID: 0009-0006-8284-0055
Observed ORCID: 0009-0006-8284-0055
OpenAlex ID: A5099282237
Unlocking the Power of LSTM for Long Term Time Series Forecasting
2025 · Yaxuan Kong, Zepu Wang, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 86
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Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook
2026 · Ming Jin, Yaxuan Kong, et al. · ACM Computing Surveys · 57
A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges
2024 · Nie, Yuqi, Kong, Yaxuan, et al. · RePEc: Research Papers in Economics · 36
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Large Language Models for Financial and Investment Management: Applications and Benchmarks
2024 · Yaxuan Kong, Yuqi Nie, et al. · The Journal of Portfolio Management · 29
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Large Language Models for Financial and Investment Management: Models, Opportunities, and Challenges
2024 · Yaxuan Kong, Yuqi Nie, et al. · The Journal of Portfolio Management · 12
Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement
2025 · Yaxuan Kong, Yiyuan Yang, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 9
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Fusing Narrative Semantics for Financial Volatility Forecasting
2025 · Yaxuan Kong, Yoontae Hwang, et al. · ACM International Conference on AI in Finance (ICAIF) · 3
Unlocking the Power of LSTM for Long-Term Time Series Forecasting
2026 · Zepu Wang, Yaxuan Kong, et al. · CRC Press eBooks · 1
Evaluating LLMs in Finance Requires Explicit Bias Consideration
2026 · Kong, Yaxuan, Lee, Hoyoung, et al. · arXiv (Cornell University) · 1
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Decision-informed Neural Networks with Large Language Model Integration for Portfolio Optimization
2025 · Hwang, Yoontae, Kong, Yaxuan, et al. · RePEc: Research Papers in Economics · 1
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Decision-informed neural network with large language model integration for portfolio optimization
2026 · Yoontae Hwang, Yaxuan Kong, et al. · Expert Systems with Applications
TimeSage-MT: A Multi-Turn Benchmark for Evaluating Agentic Time Series Reasoning
2026 · Kong, Yaxuan, Yao, Qingren, et al. · arXiv (Cornell University)
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ChatMDV: reducing technical barriers in bioinformatics analysis using large language models
2026 · Maria Kiourlappou, Peter Todd, et al. · GigaScience
TimeSage-EV: A Live Benchmark for Agentic Time Series Analysis in Evolving Environments
2026 · Qingren Yao, Yaxuan Kong, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
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ChatMDV: Democratising Bioinformatics Analysis Using Large Language Models
2025 · Maria Kiourlappou, Peter Todd, et al. · bioRxiv (Cold Spring Harbor Laboratory)
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Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement
2025 · Kong, Yaxuan, Yang, Yiyuan, et al. · arXiv (Cornell University)
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Achieving Time Series Reasoning Requires Rethinking Model Design, Tasks Formulation, and Evaluation
2025 · Kong, Yaxuan, Yang, Yiyuan, et al. · arXiv (Cornell University)
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Extracting Alpha from Financial Analyst Networks
2024 · Dragos Gorduza, Yaxuan Kong, et al. · ACM International Conference on AI in Finance (ICAIF)
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Works count: 20
Citation count: 235
H-index: 6
I10-index: 5
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