Yusong Deng

According to our database, Yusong Deng authored at least 10 papers between 2023 and 2025.

Collaborative distances:

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

2025

MMSR: Symbolic regression is a multi-modal information fusion task.

Yanjie Li, Jingyi Liu, Min Wu, Lina Yu, Weijun Li, Xin Ning, Wenqiang Li, Meilan Hao, Yusong Deng, Shu Wei

Inf. Fusion, 2025

2024

Operator Feature Neural Network for Symbolic Regression.

Yusong Deng, Min Wu, Lina Yu, Jingyi Liu, Shu Wei, Yanjie Li, Weijun Li

CoRR, 2024

DN-CL: Deep Symbolic Regression against Noise via Contrastive Learning.

Jingyi Liu, Yanjie Li, Lina Yu, Min Wu, Weijun Li, Wenqiang Li, Meilan Hao, Yusong Deng, Shu Wei

CoRR, 2024

MLLM-SR: Conversational Symbolic Regression base Multi-Modal Large Language Models.

Yanjie Li, Weijun Li, Lina Yu, Min Wu, Jingyi Liu, Wenqiang Li, Shu Wei, Yusong Deng

CoRR, 2024

Closed-form Symbolic Solutions: A New Perspective on Solving Partial Differential Equations.

Shu Wei, Yanjie Li, Lina Yu, Min Wu, Weijun Li, Meilan Hao, Wenqiang Li, Jingyi Liu, Yusong Deng

CoRR, 2024

Generative Pre-Trained Transformer for Symbolic Regression Base In-Context Reinforcement Learning.

Yanjie Li, Weijun Li, Lina Yu, Min Wu, Jingyi Liu, Wenqiang Li, Meilan Hao, Shu Wei, Yusong Deng

CoRR, 2024

MMSR: Symbolic Regression is a Multimodal Task.

Yanjie Li, Jingyi Liu, Weijun Li, Lina Yu, Min Wu, Wenqiang Li, Meilan Hao, Shu Wei, Yusong Deng

CoRR, 2024

Discovering Mathematical Formulas from Data via GPT-guided Monte Carlo Tree Search.

Yanjie Li, Weijun Li, Lina Yu, Min Wu, Jingyi Liu, Wenqiang Li, Meilan Hao, Shu Wei, Yusong Deng

CoRR, 2024

A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions from Data.

Wenqiang Li, Weijun Li, Lina Yu, Min Wu, Linjun Sun, Jingyi Liu, Yanjie Li, Shu Wei, Yusong Deng, Meilan Hao

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

MetaSymNet: A Dynamic Symbolic Regression Network Capable of Evolving into Arbitrary Formulations.

Yanjie Li, Weijun Li, Lina Yu, Min Wu, Jinyi Liu, Wenqiang Li, Meilan Hao, Shu Wei, Yusong Deng

CoRR, 2023