Chao Ma

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 28

Top Topics

Traffic Signal Control

Location Prediction

Bayesian Inference

Reinforcement Learning

Top Venues

Knowl. Based Syst.

Publications

Linjiang Zhou, Xiaochuan Shi, Chao Ma, Zepeng Wang
Axiomatization of Gradient Smoothing in Neural Networks. CoRR (2024)
Lanlan Chen, Xiaochuan Shi, Linjiang Zhou, Yilei Wang, Chao Ma, Weiping Zhu
Dynamic Splitting of Diffusion Models for Multivariate Time Series Anomaly Detection in a JointCloud Environment. KSEM (3) (2024)
Zepeng Wang, Chao Ma, Linjiang Zhou, Libing Wu, Lei Yang, Xiaochuan Shi, Guojun Peng
CFD: Towards Effective and Efficient Cost Function Design for Safe Reinforcement Learning via Large Language Model. CoRR (2024)
Linjiang Zhou, Chao Ma, Zepeng Wang, Yixuan Zhang, Xiaochuan Shi, Libing Wu
Robust Frame-Level Detection for Deepfake Videos With Lightweight Bayesian Inference Weighting. IEEE Internet Things J. 11 (7) (2024)
Wei Li, Jinlin Chen, Jiannong Cao, Chao Ma, Jia Wang, Xiaohui Cui, Ping Chen
EID-GAN: Generative Adversarial Nets for Extremely Imbalanced Data Augmentation. IEEE Trans. Ind. Informatics 19 (3) (2023)
Bete Aberra Fulle, Chao Ma, Xiaochuan Shi, Weiping Zhu, Zerihun Yemataw, Ephrem Assefa
Efficient Early Warning System in Identifying Enset Bacterial Wilt Disease using Transfer Learning. IJCNN (2023)
Wei Li, Jinlin Chen, Zhenyu Wang, Zhidong Shen, Chao Ma, Xiaohui Cui
IFL-GAN: Improved Federated Learning Generative Adversarial Network With Maximum Mean Discrepancy Model Aggregation. IEEE Trans. Neural Networks Learn. Syst. 34 (12) (2023)
Zepeng Wang, Xiaochuan Shi, Chao Ma, Libing Wu, Jia Wu
CCPO: Conservatively Constrained Policy Optimization Using State Augmentation. ECAI (2023)
Weiping Zhu, Changyu Huang, Chao Ma
Analytic Hierarchy Process Based Compatibility Measurement for RFID Protocols. MSN (2022)
Rui Zhang, Libing Wu, Shuqin Cao, Neal N. Xiong, Jianxin Li, Dan Wu, Chao Ma
MPTO-MT: A multi-period vehicular task offloading method in 5G HetNets. J. Syst. Archit. 131 (2022)
Min Wang, Libing Wu, Jianxin Li, Dan Wu, Chao Ma
Urban Traffic Signal Control with Reinforcement Learning from Demonstration Data. IJCNN (2022)
Zhuangzhuang Zhang, Libing Wu, Debiao He, Qian Wang, Dan Wu, Xiaochuan Shi, Chao Ma
G-VCFL: Grouped Verifiable Chained Privacy-Preserving Federated Learning. IEEE Trans. Netw. Serv. Manag. 19 (4) (2022)
Chun-Tung Li, Jiannong Cao, Chao Ma, Jiaxing Shen, Ka Ho Wong
An agnostic and efficient approach to identifying features from execution traces. Knowl. Based Syst. 250 (2022)
Libing Wu, Rui Zhang, Qingan Li, Chao Ma, Xiaochuan Shi
A mobile edge computing-based applications execution framework for Internet of Vehicles. Frontiers Comput. Sci. 16 (5) (2022)
Min Wang, Libing Wu, Man Li, Dan Wu, Xiaochuan Shi, Chao Ma
Meta-learning based spatial-temporal graph attention network for traffic signal control. Knowl. Based Syst. 250 (2022)
Guanxi Feng, Chao Ma, Linjiang Zhou, Libing Wu, Jingsheng Zhang, Xiaochuan Shi
Points2Shapelets: A Salience-Guided Shapelets Selection Approach to Time Series Classification. IJCNN (2022)
Chen Chen Peng, Xiaochuan Shi, Rongwei Yu, Chao Ma, Libing Wu, Dian Zhang
Multi-timescale History Modeling for Temporal Knowledge Graph Completion. MSN (2022)
Zhanghan Song, Dian Zhang, Xiaochuan Shi, Wei Li, Chao Ma, Libing Wu
DEN-DQL: Quick Convergent Deep Q-Learning with Double Exploration Networks for News Recommendation. IJCNN (2021)
Wei Li, Li Fan, Zhenyu Wang, Chao Ma, Xiaohui Cui
Tackling mode collapse in multi-generator GANs with orthogonal vectors. Pattern Recognit. 110 (2021)
Zhijun Hu, Libing Wu, Jianxin Li, Chao Ma, Xiaochuan Shi
Everyone in SDN Contributes: Fault Localization via Well-Designed Rules. ICDCS (2021)
Zejun Wu, Chao Ma, Xiaochuan Shi, Libing Wu, Dian Zhang, Yutian Tang, Milos Stojmenovic
BRNN-GAN: Generative Adversarial Networks with Bi-directional Recurrent Neural Networks for Multivariate Time Series Imputation. ICPADS (2021)
Linjiang Zhou, Chao Ma, Xiaochuan Shi, Dian Zhang, Wei Li, Libing Wu
Salience-CAM: Visual Explanations from Convolutional Neural Networks via Salience Score. IJCNN (2021)
Zheng Li, Chao Ma, Xiaochuan Shi, Dian Zhang, Wei Li, Libing Wu
TSA-GAN: A Robust Generative Adversarial Networks for Time Series Augmentation. IJCNN (2021)
Wei Li, Linchuan Xu, Zhixuan Liang, Senzhang Wang, Jiannong Cao, Chao Ma, Xiaohui Cui
Sketch-then-Edit Generative Adversarial Network. Knowl. Based Syst. 203 (2020)
Chao Ma, Xiaochuan Shi, Wei Li, Weiping Zhu
Edge4TSC: Binary Distribution Tree-Enabled Time Series Classification in Edge Environment. Sensors 20 (7) (2020)
Chao Ma, Xiaochuan Shi, Weiping Zhu, Wei Li, Xiaohui Cui, Hao Gui
An Approach to Time Series Classification Using Binary Distribution Tree. MSN (2019)
Chao Ma, Shaohua Wan, Bo Han, Hao Gui
A Framework for Hybrid Location Prediction via Decision Tree Classification. ROBIO (2018)
Hao Gui, Rong Zheng, Chao Ma, Hao Fan, Liya Xu
An Architecture for Healthcare Big Data Management and Analysis. HIS (2016)
Weiran Chen, Yipeng Pei, Xufang Wang, Chao Ma, Zhibo Wang, Weiping Zhu
A Data Collection and Analysis System for Mobile Group Marketing. CCBD (2015)
Chao Ma, Yinda Wang, Haowen Liu, Hao Gui, Weiping Zhu, Xiaochuan Shi, Xuhui Li
An Approach to Social Relationship Ranking on Internet-Based Social Platforms by Tempo-spatial Data Mining Using Location Prediction Technique. BigData Congress (2015)
Chao Ma, Jiannong Cao, Lei Yang, Jun Ma, Yanxiang He
Effective social relationship measurement based on user trajectory analysis. J. Ambient Intell. Humaniz. Comput. 5 (1) (2014)
Weiping Zhu, Xiaohui Cui, Cheng Hu, Chao Ma
Complex data collection in large-scale RFID systems. SMARTCOMP (2014)
Min Li, Naixue Xiong, Chao Ma
A Fast H.264 Spatial Downscaling Transcoder for Wireless Communication. CSE (2) (2009)
Chao Ma, Yanxiang He, Naixue Xiong, Laurence Tianruo Yang
VFT: An Ontology-Based Tool for Visualization and Formalization of Web Service Composition. CSE (1) (2009)
Chao Ma, Yong Meng Teo, Verdi March, Naixue Xiong, I. R. Pop, Yanxiang He, Simon See
An approach for matching communication patterns in parallel applications. IPDPS (2009)
Naixue Xiong, Laurence Tianruo Yang, Yuanyuan Zeng, Chao Ma, Jong Hyuk Park
Implementation of Rate Control in Distributed Wireless Multicast by Neural Network Prediction. CSE (2) (2009)
Chao Ma, Yanxiang He, Naixue Xiong
MPACP: An Approach for Automatic Matching of Parallel Application Communication Patterns. APSCC (2008)