Xingguo Chen

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 26

Top Topics

Temporal Difference

Reinforcement Learning

Matrix Completion

Top Venues

Publications

Jiayi Qu, Jintao Wang, Zuyi Zhao, Xingguo Chen
Remote supervised relationship extraction method of clustering for knowledge graph in aviation field. Intell. Syst. Appl. 22 (2024)
Hongye Cao, Shangdong Yang, Jing Huo, Xingguo Chen, Yang Gao
Enhancing OOD Generalization in Offline Reinforcement Learning with Energy-Based Policy Optimization. ECAI (2023)
Xingguo Chen, Xingzhou Ma, Yang Li, Guang Yang, Shangdong Yang, Yang Gao
Modified Retrace for Off-Policy Temporal Difference Learning. UAI (2023)
Shangdong Yang, Huihui Wang, Shaokang Dong, Xingguo Chen
Leveraging transition exploratory bonus for efficient exploration in Hard-Transiting reinforcement learning problems. Future Gener. Comput. Syst. 145 (2023)
Junming Yang, Xingguo Chen, Shengyuan Wang, Bolei Zhang
Model-based Offline Policy Optimization with Adversarial Network. CoRR (2023)
Junming Yang, Xingguo Chen, Shengyuan Wang, Bolei Zhang
Model-Based Offline Policy Optimization with Adversarial Network. ECAI (2023)
Xingguo Chen, Zening Chen, Dingyuanhao Sun, Yang Gao
Backtracking Exploration for Reinforcement Learning. DAI (2023)
Xingguo Chen, Guang Yang, Shangdong Yang, Huihui Wang, Shaokang Dong, Yang Gao
Online attentive kernel-based temporal difference learning. Knowl. Based Syst. 278 (2023)
Wenhao Wang, Dingyuanhao Sun, Feng Jiang, Xingguo Chen, Cheng Zhu
Research and Challenges of Reinforcement Learning in Cyber Defense Decision-Making for Intranet Security. Algorithms 15 (4) (2022)
Guang Yang, Xingguo Chen, Shangdong Yang, Huihui Wang, Shaokang Dong, Yang Gao
Online Attentive Kernel-Based Temporal Difference Learning. CoRR (2022)
Guang Yang, Yang Li, Di'an Fei, Tian Huang, Qingyun Li, Xingguo Chen
DHQN: a Stable Approach to Remove Target Network from Deep Q-learning Network. ICTAI (2021)
Yong Liu, Weixun Wang, Yujing Hu, Jianye Hao, Xingguo Chen, Yang Gao
Multi-Agent Game Abstraction via Graph Attention Neural Network. AAAI (2020)
Huihui Wang, Xingguo Chen
A Fast Alternating Direction Method of Multipliers Algorithm for Big Data Applications. IEEE Access 8 (2020)
Kangyang Chen, Xinyi Zou, Xingguo Chen, Huihui Wang
An Automated Online Spam Detector Based on Deep Cascade Forest. SciSec (2019)
Yunkai Zhuang, Xingguo Chen, Yang Gao, Yujing Hu
Accelerating Nash Q-Learning with Graphical Game Representation and Equilibrium Solving. ICTAI (2019)
Yong Liu, Weixun Wang, Yujing Hu, Jianye Hao, Xingguo Chen, Yang Gao
Multi-Agent Game Abstraction via Graph Attention Neural Network. CoRR (2019)
Feifei Zhang, Jidong Ge, Chifong Wong, Chuanyi Li, Xingguo Chen, Sheng Zhang, Bin Luo, He Zhang, Victor Chang
Online learning offloading framework for heterogeneous mobile edge computing system. J. Parallel Distributed Comput. 128 (2019)
Xingguo Chen, Fan Feng, Jikai Wu, Wenyu Liu
Anomaly detection for drinking water quality via deep biLSTM ensemble. GECCO (Companion) (2018)
Fan Feng, Jikai Wu, Wei Sun, Yushuang Wu, Huakang Li, Xingguo Chen
Haze Forecasting via Deep LSTM. APWeb/WAIM (1) (2018)
Lei Chen, Jianyu Pu, Ziwen Yang, Xingguo Chen
Prior Knowledge Guided Gene-Disease Associations Prediction: An Enhanced Inductive Matrix Completion Approach. PRICAI (2018)
Shangdong Yang, Hao Wang, Yang Gao, Xingguo Chen
An Optimal Algorithm for the Stochastic Bandits with Knowing Near-optimal Mean Reward. AAMAS (2018)
Yushuang Wu, Yuhao Lin, Xiaoyu Chen, Xingguo Chen
The Theory of Modified Rings Game. IDEAL (2017)
Huihui Wang, Yinghuan Shi, Xingguo Chen, Yang Gao
Cost-Sensitive Alternating Direction Method of Multipliers for Large-Scale Classification. IDEAL (2017)
Shangdong Yang, Yang Gao, Bo An, Hao Wang, Xingguo Chen
Efficient Average Reward Reinforcement Learning Using Constant Shifting Values. AAAI (2016)
Bing Xu, Zhiwei Li, Guangcai Feng, Zeyu Zhang, Qijie Wang, Jun Hu, Xingguo Chen
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. Remote. Sens. 8 (5) (2016)
Chunling Cheng, Shu Wang, Xingguo Chen, Yanying Yang
A Multilayer Improved RBM Network Based Image Compression Method in Wireless Sensor Networks. Int. J. Distributed Sens. Networks 12 (3) (2016)
Xingguo Chen, Yang Gao, Ruili Wang
Online Selective Kernel-Based Temporal Difference Learning. IEEE Trans. Neural Networks Learn. Syst. 24 (12) (2013)
Hao Wang, Yang Gao, Xingguo Chen
RL-DOT: A Reinforcement Learning NPC Team for Playing Domination Games. IEEE Trans. Comput. Intell. AI Games 2 (1) (2010)
Xingguo Chen, Hao Wang, Weiwei Wang, Yinghuan Shi, Yang Gao
Apply ant colony optimization to Tetris. GECCO (2009)
Weiwei Wang, Yang Gao, Xingguo Chen, Shen Ge
Reinforcement Learning with Markov Logic Networks. MICAI (2008)
Hong Lin Zhai, Xingguo Chen, Yuguang Fang
Improving Transport Layer Performance in Multihop Ad Hoc Networks by Exploiting MAC Layer Information. IEEE Trans. Wirel. Commun. 6 (5) (2007)
Hong Lin Zhai, Xingguo Chen, Zhide Hu
Study on the relationship between intake of trace elements and breast cancer mortality with chemometric methods. Comput. Biol. Chem. 27 (6) (2003)
Qianfeng Li, Lijun Dong, Runping Jia, Xingguo Chen, Zhide Hu, Bo Tao Fan
Development of a Quantitative Structure-property Relationship Model for Predicting the Electrophoretic Mobilities. Comput. Chem. 26 (3) (2002)
Lijun Dong, Aixia Yan, Xingguo Chen, Hongping Xu, Zhide Hu
Research and Prediction of Coordination Reactions Between CPA-mA and Some Metal Ions using Artificial Neural Networks. Comput. Chem. 25 (6) (2001)