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Y

Yi Chang

changchun university of science and technology

46H-index
349Paper Count
1.1WCitation Count
Published Papers 56
Publication Date
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State transition difference prediction for deep reinforcement learning
errPattern Recognition
IF7.6
err2025-12-04
err0
PREAI
errHaotian Chi; Zhaogeng Liu; Xing Chen; Bohao Qu; Jifeng Hu; Yuan Jiang; Hechang Chen; Yi Chang
errShare
errSave
Universal Stabilization for Maximum Entropy Optimization in Reinforcement Learning
errIEEE Transactions on Neural Networks and Learning Systems
IF8.9
err2025-11-20
err0
PREAI
errXing Chen; Yewen Li; Xiaofeng Cao; Hechang Chen; Hengshuai Yao; Bo An; Yi Chang
errShare
errSave
Enhancing graph neural networks on SPD manifolds via cholesky decomposition
errPattern Recognition
IF7.6
err2025-11-19
err0
PREAI
errYu Wang; Yi Chang
errShare
errSave
Compact exploration for continuous action reinforcement learning
errPattern Recognition
IF7.6
err2025-11-14
err0
PREAI
errXing Chen; Hechang Chen; Yi Chang
errShare
errSave
TemporalVAE: atlas-assisted temporal mapping of time-series single-cell transcriptomes during embryogenesis
errNature Cell Biology
IF19.1
err2025-10-28
err0
PREAI
errYijun Liu; Fangxin Cai; Melania Barile; Yi Chang; Dandan Cao; Yuanhua Huang
errShare
errSave
DualAdaptNet: Enhancing domain adaptation regression with error accumulation reduction and dual-head heterogeneous learning
errPattern Recognition
IF7.6
err2025-10-24
err0
PREAI
errXin Wang; Yuan Wu; Xingyu Zhu; Yi Chang; Yixing Gao
errShare
errSave
Continual Diffuser (CoD): Mastering Continual Offline RL With Experience Rehearsal
errIEEE Transactions on Neural Networks and Learning Systems
IF8.9
err2025-09-16
err0
PREAI
errJifeng Hu; Li Shen; Sili Huang; Zhejian Yang; Hechang Chen; Lichao Sun; Yi Chang; Dacheng Tao
errShare
errSave
HiPPO: Enhancing proximal policy optimization with highlight replay
errPATTERN RECOGNITION
IF7.6
err2025-06-01
err0
PREAI
errZhang, Shutong; Chen, Xing; Liu, Zhaogeng; Chen, Hechang; Chang, Yi
errShare
errSave
Global Model Selection for Semi-Supervised Support Vector Machine via Solution Paths
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2025-02-01
err1
PREAI
errFan, Yajing; Yu, Shuyang; Gu, Bin; Xiong, Ziran; Zhai, Zhou; Huang, Heng; Chang, Yi
errShare
errSave
Transductive Reward Inference on Graph
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-11-01
err0
errOAAI
errQu, Bohao; Cao, Xiaofeng; Guo, Qing; Chang, Yi; Tsang, Ivor W.; Zhang, Chengqi
errShare
errSave
XKT: Toward Explainable Knowledge Tracing Model With Cognitive Learning Theories for Questions of Multiple Knowledge Concepts
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-11-01
err2
PREAI
errHuang, Chang-Qin; Huang, Qiong-Hao; Huang, Xiaodi; Wang, Hua; Li, Ming; Lin, Kwei-Jay; Chang, Yi
errShare
errSave
A Novel Composite Graph Neural Network
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-10-01
err1
errOAAI
errLiu, Zhaogeng; Yang, Jielong; Zhong, Xionghu; Wang, Wenwu; Chen, Hechang; Chang, Yi
errShare
errSave
AiFed: An Adaptive and Integrated Mechanism for Asynchronous Federated Data Mining
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-09-01
err3
PREAI
errYou, Linlin; Liu, Sheng; Wang, Tao; Zuo, Bingran; Chang, Yi; Yuen, Chau
errShare
errSave
Refining Euclidean Obfuscatory Nodes Helps: A Joint-Space Graph Learning Method for Graph Neural Networks
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-09-01
err0
PREAI
errLiu, Zhaogeng; Ji, Feng; Yang, Jielong; Cao, Xiaofeng; Zhang, Muhan; Chen, Hechang; Chang, Yi
errShare
errSave
Discovering Expert-Level Air Combat Knowledge via Deep Excitatory-Inhibitory Factorized Reinforcement Learning
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2024-06-18
err0
errOAAI
errPiao, Hai Yin; Yang, Shengqi; Chen, Hechang; Li, Junnan; Yu, Jin; Peng, Xuanqi; Yang, Xin; Yang, Zhen; Sun, Zhixiao; Chang, Yi
errShare
errSave
Eliminating Negative Word Similarities for Measuring Document Distances: A Thoroughly Empirical Study on Word Mover's Distance
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-06-01
err0
PREAI
errCheng, Bo; Li, Ximing; Chang, Yi
errShare
errSave
CoTea: Collaborative teaching for low-resource named entity recognition with a divide-and-conquer strategy
errINFORMATION PROCESSING & MANAGEMENT
IF6.9
err2024-05-01
err0
PREAI
errYang, Zhiwei; Ma, Jing; Yang, Kang; Lin, Huiru; Chen, Hechang; Yang, Ruichao; Chang, Yi
errShare
errSave
SLMFed: A Stage-Based and Layerwise Mechanism for Incremental Federated Learning to Assist Dynamic and Ubiquitous IoT
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-05-01
err5
PREAI
errYou, Linlin; Guo, Zihan; Zuo, Bingran; Chang, Yi; Yuen, Chau
errShare
errSave
A Survey on Evaluation of Large Language Models
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2024-03-29
err232
errOAAI
errChang, Yupeng; Wang, Xu; Wang, Jindong; Wu, Yuan; Yang, Linyi; Zhu, Kaijie; Chen, Hao; Yi, Xiaoyuan; Wang, Cunxiang; Wang, Yidong; Ye, Wei; Zhang, Yue; Chang, Yi; Yu, Philip S.; Yang, Qiang; Xie, Xing
errShare
errSave
Enhancing Locally Adaptive Smoothing of Graph Neural Networks Via Laplacian Node Disagreement
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-03-01
err1
PREAI
errWang, Yu; Hu, Liang; Cao, Xiaofeng; Chang, Yi; Tsang, Ivor W.
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
P
Philip S. Yu
H-index: 166 · Papers: 2.7K
D
Dacheng Tao
H-index: 155 · Papers: 2.0K
Q
Qiang Yang
H-index: 127 · Papers: 1.4K
刘
刘艳 (Yan Liu)
H-index: 118 · Papers: 3.7K
C
Charų C. Aggarwal
H-index: 107 · Papers: 761
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