Yanjie Li

21 papers A* 4Journal 17
YearRankTypeTitle / Venue / Authors
2025 J jnl
CaMo: Capturing the modularity by end-to-end models for Symbolic Regression.
Knowl. Based Syst.
Jingyi Liu, Min Wu, Lina Yu, Weijun Li, Wenqiang Li, Yanjie Li, Meilan Hao, Yusong Deng, Shu Wei
2025 A* conf
Closed-form Solutions: A New Perspective on Solving Differential Equations.
ICML
Shu Wei, Yanjie Li, Lina Yu, Weijun Li, Min Wu, Linjun Sun, Jingyi Liu, Hong Qin, Yusong Deng, Jufeng Han, Yan Pang
2025 J jnl
Discovering mathematical formulas from data via GPT-guided Monte Carlo Tree Search.
Expert Syst. Appl.
Yanjie Li, Weijun Li, Lina Yu, Min Wu, Jingyi Liu, Wenqiang Li, Meilan Hao
2025 J jnl
MMSR: Symbolic regression is a multi-modal information fusion task.
Inf. Fusion
Yanjie Li, Jingyi Liu, Min Wu, Lina Yu, Weijun Li, Xin Ning, Wenqiang Li, Meilan Hao, Yusong Deng, Shu Wei
2025 J jnl
Mathematical expression exploration with graph representation and generative graph neural network.
Neural Networks
Jingyi Liu, Weijun Li, Lina Yu, Min Wu, Wenqiang Li, Yanjie Li, Meilan Hao
2025 A* conf
MetaSymNet: A Tree-like Symbol Network with Adaptive Architecture and Activation Functions.
AAAI
Yanjie Li, Weijun Li, Lina Yu, Min Wu, Jingyi Liu, Shu Wei, Yusong Deng, Meilan Hao
2025 J jnl
UV-Attack: Physical-World Adversarial Attacks for Person Detection via Dynamic-NeRF-based UV Mapping.
CoRR
Yanjie Li, Wenxuan Zhang, Kaisheng Liang, Bin Xiao
2024 A* conf
A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions from Data.
ICML
Wenqiang Li, Weijun Li, Lina Yu, Min Wu, Linjun Sun, Jingyi Liu, Yanjie Li, Shu Wei, Yusong Deng, Meilan Hao
2024 J jnl
A Novel Paradigm for Neural Computation: X-Net with Learnable Neurons and Adaptable Structure.
CoRR
Yanjie Li, Weijun Li, Lina Yu, Min Wu, Jinyi Liu, Wenqiang Li, Meilan Hao
2024 J jnl
Closed-form Symbolic Solutions: A New Perspective on Solving Partial Differential Equations.
CoRR
Shu Wei, Yanjie Li, Lina Yu, Min Wu, Weijun Li, Meilan Hao, Wenqiang Li, Jingyi Liu, Yusong Deng
2024 J jnl
DN-CL: Deep Symbolic Regression against Noise via Contrastive Learning.
CoRR
Jingyi Liu, Yanjie Li, Lina Yu, Min Wu, Weijun Li, Wenqiang Li, Meilan Hao, Yusong Deng, Shu Wei
2024 J jnl
Discovering Mathematical Formulas from Data via GPT-guided Monte Carlo Tree Search.
CoRR
Yanjie Li, Weijun Li, Lina Yu, Min Wu, Jingyi Liu, Wenqiang Li, Meilan Hao, Shu Wei, Yusong Deng
2024 J jnl
Generative Pre-Trained Transformer for Symbolic Regression Base In-Context Reinforcement Learning.
CoRR
Yanjie Li, Weijun Li, Lina Yu, Min Wu, Jingyi Liu, Wenqiang Li, Meilan Hao, Shu Wei, Yusong Deng
2024 J jnl
MLLM-SR: Conversational Symbolic Regression base Multi-Modal Large Language Models.
CoRR
Yanjie Li, Weijun Li, Lina Yu, Min Wu, Jingyi Liu, Wenqiang Li, Shu Wei, Yusong Deng
2024 J jnl
MMSR: Symbolic Regression is a Multimodal Task.
CoRR
Yanjie Li, Jingyi Liu, Weijun Li, Lina Yu, Min Wu, Wenqiang Li, Meilan Hao, Shu Wei, Yusong Deng
2024 J jnl
Operator Feature Neural Network for Symbolic Regression.
CoRR
Yusong Deng, Min Wu, Lina Yu, Jingyi Liu, Shu Wei, Yanjie Li, Weijun Li
2024 J jnl
PruneSymNet: A Symbolic Neural Network and Pruning Algorithm for Symbolic Regression.
CoRR
Min Wu, Weijun Li, Lina Yu, Wenqiang Li, Jingyi Liu, Yanjie Li, Meilan Hao
2023 J jnl
A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions from Data.
CoRR
Wenqiang Li, Weijun Li, Lina Yu, Min Wu, Jingyi Liu, Yanjie Li
2023 J jnl
MetaSymNet: A Dynamic Symbolic Regression Network Capable of Evolving into Arbitrary Formulations.
CoRR
Yanjie Li, Weijun Li, Lina Yu, Min Wu, Jinyi Liu, Wenqiang Li, Meilan Hao, Shu Wei, Yusong Deng
2023 J jnl
SNR: Symbolic network-based rectifiable learning framework for symbolic regression.
Neural Networks
Jingyi Liu, Weijun Li, Lina Yu, Min Wu, Linjun Sun, Wenqiang Li, Yanjie Li
2023 A* conf
Transformer-based model for symbolic regression via joint supervised learning.
ICLR
Wenqiang Li, Weijun Li, Linjun Sun, Min Wu, Lina Yu, Jingyi Liu, Yanjie Li, Songsong Tian