Yaxuan Kong

According to our database, Yaxuan Kong authored at least 8 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Evaluating LLMs in Finance Requires Explicit Bias Consideration.

Yaxuan Kong, Hoyoung Lee, Yoontae Hwang, Alejandro Lopez-Lira, Bradford Levy, Dhagash Mehta, Qingsong Wen, Chanyeol Choi, Yongjae Lee, Stefan Zohren

CoRR, February, 2026

2025

Position: Empowering Time Series Reasoning with Multimodal LLMs.

Yaxuan Kong, Yiyuan Yang, Shiyu Wang, Chenghao Liu, Yuxuan Liang, Ming Jin, Stefan Zohren, Dan Pei, Yan Liu, Qingsong Wen

CoRR, February, 2025

Decision-informed Neural Networks with Large Language Model Integration for Portfolio Optimization.

Yoontae Hwang, Yaxuan Kong, Stefan Zohren, Yongjae Lee

CoRR, February, 2025

Fusing Narrative Semantics for Financial Volatility Forecasting.

Yaxuan Kong, Yoontae Hwang, Marcus Kaiser, Chris Vryonides, Roel Oomen, Stefan Zohren

Proceedings of the 6th ACM International Conference on AI in Finance, 2025

Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement.

Yaxuan Kong, Yiyuan Yang, Yoontae Hwang, Wenjie Du, Stefan Zohren, Zhangyang Wang, Ming Jin, Qingsong Wen

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Unlocking the Power of LSTM for Long Term Time Series Forecasting.

Yaxuan Kong, Zepu Wang, Yuqi Nie, Tian Zhou, Stefan Zohren, Yuxuan Liang, Peng Sun, Qingsong Wen

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges.

Yuqi Nie, Yaxuan Kong, Xiaowen Dong, John M. Mulvey, H. Vincent Poor, Qingsong Wen, Stefan Zohren

CoRR, 2024

Extracting Alpha from Financial Analyst Networks.

Dragos Gorduza, Yaxuan Kong, Xiaowen Dong, Stefan Zohren

Proceedings of the 5th ACM International Conference on AI in Finance, 2024