Danny Dongning Sun

According to our database, Danny Dongning Sun authored at least 13 papers between 2024 and 2026.

Collaborative distances:

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

2026

The Alpha Illusion: Reported Alpha from LLM Trading Agents Should Not Be Treated as Deployment Evidence.

Yuxuan Ye, Jun Han, Ao Hu, Juncheng Bu, Yiyi Chen, Liangjian Wen, Danilo Mandic, Danny Dongning Sun, Xu Yinghui, Zenglin Xu

CoRR, May, 2026

CoDA: Towards Effective Cross-domain Knowledge Transfer via CoT-guided Domain Adaptation.

Jianzhi Yan, Le Liu, Buzhou Tang, Yang Xiang, Danny Dongning Sun, Zhiming Li

CoRR, April, 2026

Reason Analogically via Cross-domain Prior Knowledge: An Empirical Study of Cross-domain Knowledge Transfer for In-Context Learning.

Le Liu, Zhiming Li, Jianzhi Yan, Zike Yuan, Shiwei Chen, Youcheng Pan, Buzhou Tang, Qingcai Chen, Yang Xiang, Danny Dongning Sun

CoRR, April, 2026

Towards Effective In-context Cross-domain Knowledge Transfer via Domain-invariant-neurons-based Retrieval.

Jianzhi Yan, Zhiming Li, Le Liu, Zike Yuan, Shiwei Chen, Youcheng Pan, Buzhou Tang, Yang Xiang, Danny Dongning Sun

CoRR, April, 2026

FactorMiner: A Self-Evolving Agent with Skills and Experience Memory for Financial Alpha Discovery.

Yanlong Wang, Jian Xu, Hongkang Zhang, Shao-Lun Huang, Danny Dongning Sun, Xiao-Ping Zhang

CoRR, February, 2026

VFEM: Visual Feature Empowered Multivariate Time Series Forecasting with Cross-Modal Fusion.

Yanlong Wang, Hang Yu, Jian Xu, Fei Ma, Hongkang Zhang, Tongtong Feng, Zijian Zhang, Shao-Lun Huang, Danny Dongning Sun, Xiao-Ping Zhang

Trans. Mach. Learn. Res., 2026

2025

VIFO: Visual Feature Empowered Multivariate Time Series Forecasting with Cross-Modal Fusion.

Yanlong Wang, Hang Yu, Jian Xu, Fei Ma, Hongkang Zhang, Tongtong Feng, Zijian Zhang, Shao-Lun Huang, Danny Dongning Sun, Xiao-Ping Zhang

CoRR, October, 2025

FinZero: Launching Multi-modal Financial Time Series Forecast with Large Reasoning Model.

Yanlong Wang, Jian Xu, Fei Ma, Hongkang Zhang, Hang Yu, Tiantian Gao, Yu Wang, Haochen You, Shao-Lun Huang, Danny Dongning Sun, Xiao-Ping Zhang

CoRR, September, 2025

Assessing Uncertainty in Stock Returns: A Gaussian Mixture Distribution-Based Method.

Yanlong Wang, Jian Xu, Shao-Lun Huang, Danny Dongning Sun, Xiao-Ping Zhang

CoRR, March, 2025

FinTSBridge: A New Evaluation Suite for Real-world Financial Prediction with Advanced Time Series Models.

Yanlong Wang, Jian Xu, Tiantian Gao, Hongkang Zhang, Shao-Lun Huang, Danny Dongning Sun, Xiao-Ping Zhang

CoRR, March, 2025

FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making.

Jiaxiang Chen, Mingxi Zou, Zhuo Wang, Qifan Wang, Danny Dongning Sun, Zhang Chi, Zenglin Xu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Logic-Q: Improving Deep Reinforcement Learning-based Quantitative Trading via Program Sketch-based Tuning.

Zhiming Li, Junzhe Jiang, Yushi Cao, Aixin Cui, Bozhi Wu, Bo Li, Yang Liu, Danny Dongning Sun

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

2024

PSformer: Parameter-efficient Transformer with Segment Attention for Time Series Forecasting.

Yanlong Wang, Jian Xu, Fei Ma, Shao-Lun Huang, Danny Dongning Sun, Xiao-Ping Zhang

CoRR, 2024