Xingguo Chen

According to our database, Xingguo Chen authored at least 30 papers between 2001 and 2023.

Collaborative distances:

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

2023

Online attentive kernel-based temporal difference learning.

Xingguo Chen, Guang Yang, Shangdong Yang, Huihui Wang, Shaokang Dong, Yang Gao

Knowl. Based Syst., October, 2023

Leveraging transition exploratory bonus for efficient exploration in Hard-Transiting reinforcement learning problems.

Shangdong Yang, Huihui Wang, Shaokang Dong, Xingguo Chen

Future Gener. Comput. Syst., August, 2023

Modified Retrace for Off-Policy Temporal Difference Learning.

Xingguo Chen, Xingzhou Ma, Yang Li, Guang Yang, Shangdong Yang, Yang Gao

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Model-Based Offline Policy Optimization with Adversarial Network.

Junming Yang, Xingguo Chen, Shengyuan Wang, Bolei Zhang

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Enhancing OOD Generalization in Offline Reinforcement Learning with Energy-Based Policy Optimization.

Hongye Cao, Shangdong Yang, Jing Huo, Xingguo Chen, Yang Gao

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Backtracking Exploration for Reinforcement Learning.

Xingguo Chen, Zening Chen, Dingyuanhao Sun, Yang Gao

Proceedings of the Fifth International Conference on Distributed Artificial Intelligence, 2023

2022

Research and Challenges of Reinforcement Learning in Cyber Defense Decision-Making for Intranet Security.

Wenhao Wang, Dingyuanhao Sun, Feng Jiang, Xingguo Chen, Cheng Zhu

Algorithms, 2022

2021

DHQN: a Stable Approach to Remove Target Network from Deep Q-learning Network.

Guang Yang, Yang Li, Di'an Fei, Tian Huang, Qingyun Li, Xingguo Chen

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

2020

A Fast Alternating Direction Method of Multipliers Algorithm for Big Data Applications.

Huihui Wang, Xingguo Chen

IEEE Access, 2020

Multi-Agent Game Abstraction via Graph Attention Neural Network.

Yong Liu, Weixun Wang, Yujing Hu, Jianye Hao, Xingguo Chen, Yang Gao

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Online learning offloading framework for heterogeneous mobile edge computing system.

Feifei Zhang, Jidong Ge, Chifong Wong, Chuanyi Li, Xingguo Chen, Sheng Zhang, Bin Luo, He Zhang, Victor Chang

J. Parallel Distributed Comput., 2019

An Automated Online Spam Detector Based on Deep Cascade Forest.

Kangyang Chen, Xinyi Zou, Xingguo Chen, Huihui Wang

Proceedings of the Science of Cyber Security - Second International Conference, 2019

Accelerating Nash Q-Learning with Graphical Game Representation and Equilibrium Solving.

Yunkai Zhuang, Xingguo Chen, Yang Gao, Yujing Hu

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

2018

Prior Knowledge Guided Gene-Disease Associations Prediction: An Enhanced Inductive Matrix Completion Approach.

Lei Chen, Jianyu Pu, Ziwen Yang, Xingguo Chen

Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

Anomaly detection for drinking water quality via deep biLSTM ensemble.

Xingguo Chen, Fan Feng, Jikai Wu, Wenyu Liu

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

An Optimal Algorithm for the Stochastic Bandits with Knowing Near-optimal Mean Reward.

Shangdong Yang, Hao Wang, Yang Gao, Xingguo Chen

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Haze Forecasting via Deep LSTM.

Fan Feng, Jikai Wu, Wei Sun, Yushuang Wu, Huakang Li, Xingguo Chen

Proceedings of the Web and Big Data - Second International Joint Conference, 2018

2017

The Theory of Modified Rings Game.

Yushuang Wu, Yuhao Lin, Xiaoyu Chen, Xingguo Chen

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2017 - 18th International Conference, Guilin, China, October 30, 2017

Cost-Sensitive Alternating Direction Method of Multipliers for Large-Scale Classification.

Huihui Wang, Yinghuan Shi, Xingguo Chen, Yang Gao

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2017 - 18th International Conference, Guilin, China, October 30, 2017

2016

Continent-Wide 2-D Co-Seismic Deformation of the 2015 Mw 8.3 Illapel, Chile Earthquake Derived from Sentinel-1A Data: Correction of Azimuth Co-Registration Error.

Bing Xu, Zhiwei Li, Guangcai Feng, Zeyu Zhang, Qijie Wang, Jun Hu, Xingguo Chen

Remote. Sens., 2016

A Multilayer Improved RBM Network Based Image Compression Method in Wireless Sensor Networks.

Chunling Cheng, Shu Wang, Xingguo Chen, Yanying Yang

Int. J. Distributed Sens. Networks, 2016

Efficient Average Reward Reinforcement Learning Using Constant Shifting Values.

Shangdong Yang, Yang Gao, Bo An, Hao Wang, Xingguo Chen

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2013

Online Selective Kernel-Based Temporal Difference Learning.

Xingguo Chen, Yang Gao, Ruili Wang

IEEE Trans. Neural Networks Learn. Syst., 2013

2010

RL-DOT: A Reinforcement Learning NPC Team for Playing Domination Games.

Hao Wang, Yang Gao, Xingguo Chen

IEEE Trans. Comput. Intell. AI Games, 2010

2009

Apply ant colony optimization to Tetris.

Xingguo Chen, Hao Wang, Weiwei Wang, Yinghuan Shi, Yang Gao

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

2008

Reinforcement Learning with Markov Logic Networks.

Weiwei Wang, Yang Gao, Xingguo Chen, Shen Ge

Proceedings of the MICAI 2008: Advances in Artificial Intelligence, 2008

2007

Improving Transport Layer Performance in Multihop Ad Hoc Networks by Exploiting MAC Layer Information.

Hong Lin Zhai, Xingguo Chen, Yuguang Fang

IEEE Trans. Wirel. Commun., 2007

2003

Study on the relationship between intake of trace elements and breast cancer mortality with chemometric methods.

Hong Lin Zhai, Xingguo Chen, Zhide Hu

Comput. Biol. Chem., 2003

2002

Development of a Quantitative Structure-property Relationship Model for Predicting the Electrophoretic Mobilities.

Qianfeng Li, Lijun Dong, Runping Jia, Xingguo Chen, Zhide Hu, Bo Tao Fan

Comput. Chem., 2002

2001

Research and Prediction of Coordination Reactions Between CPA-mA and Some Metal Ions using Artificial Neural Networks.

Lijun Dong, Aixia Yan, Xingguo Chen, Hongping Xu, Zhide Hu

Comput. Chem., 2001