Wuguannan Yao

According to our database, Wuguannan Yao authored at least 7 papers between 2019 and 2026.

Collaborative distances:

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

2026

SGA-MCTS: Decoupling Planning from Execution via Training-Free Atomic Experience Retrieval.

Xin Xie, Dongyun Xue, Wuguannan Yao, Mingxiao Feng, Wengang Zhou, Xiang Qi, Houqiang Li, Peng Zhang

CoRR, April, 2026

SkillX: Automatically Constructing Skill Knowledge Bases for Agents.

Chenxi Wang, Zhuoyun Yu, Xin Xie, Wuguannan Yao, Runnan Fang, Shuofei Qiao, Kexin Cao, Guozhou Zheng, Xiang Qi, Peng Zhang, Shumin Deng

CoRR, April, 2026

2022

Accelerating Monte Carlo Bayesian Prediction via Approximating Predictive Uncertainty Over the Simplex.

Yufei Cui, Wuguannan Yao, Qiao Li, Antoni B. Chan, Chun Jason Xue

IEEE Trans. Neural Networks Learn. Syst., 2022

2021

Optimal Option Hedging with Policy Gradient.

Bo Xiao, Wuguannan Yao, Xiang Zhou

Proceedings of the 2021 International Conference on Data Mining, 2021

2020

Learning from Crowds via Joint Probabilistic Matrix Factorization and Clustering in Latent Space.

Wuguannan Yao, Wonjung Lee, Junhui Wang

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track, 2020

Fully Nested Neural Network for Adaptive Compression and Quantization.

Yufei Cui, Ziquan Liu, Wuguannan Yao, Qiao Li, Antoni B. Chan, Tei-Wei Kuo, Chun Jason Xue

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019

Accelerating Monte Carlo Bayesian Inference via Approximating Predictive Uncertainty over Simplex.

Yufei Cui, Wuguannan Yao, Qiao Li, Antoni B. Chan, Chun Jason Xue

CoRR, 2019