Liangxuan Guo

According to our database, Liangxuan Guo authored at least 6 papers between 2023 and 2026.

Collaborative distances:

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

2026

A neural network for modeling human concept formation, understanding and communication.

Liangxuan Guo, Haoyang Chen, Yang Chen, Yanchao Bi, Shan Yu

Nat. Comput. Sci., May, 2026

Orthogonal space constraint enhances learning scalability and convergence efficiency without gradient backpropagation.

Guoqing Ma, Yang Chen, Yuhan Zhang, Liangxuan Guo, Yujie Wu, Shan Yu

Neurocomputing, 2026

2025

Agentic Lybic: Multi-Agent Execution System with Tiered Reasoning and Orchestration.

Liangxuan Guo, Bin Zhu, Qingqian Tao, Kangning Liu, Xun Zhao, Xianzhe Qin, Jin Gao, Guangfu Hao

CoRR, September, 2025

Efficient Reinforcement Learning Through Adaptively Pretrained Visual Encoder.

Yuhan Zhang, Guoqing Ma, Guangfu Hao, Liangxuan Guo, Yang Chen, Shan Yu

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

2024

Out-of-Distribution Forgetting: Vulnerability of Continual Learning to Intra-class Distribution Shift.

Liangxuan Guo, Yang Chen, Shan Yu

Proceedings of the Pattern Recognition - 27th International Conference, 2024

2023

Emergence of Symbols in Neural Networks for Semantic Understanding and Communication.

Yang Chen, Liangxuan Guo, Shan Yu

CoRR, 2023