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D

De‐Chuan Zhan

National Key Laboratory for Novel Software Technology

32H-index
228Paper Count
4.6KCitation Count
Published Papers 29
Publication Date
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Bi-Compatible Task-Agnostic Feature Augmentation for Expansion-Based Class-Incremental Learning
errInternational Journal of Computer Vision
IF9.3
err2026-07-26
err0
PREAI
errBowen Zheng; Zijun Shen; Da-Wei Zhou; Han-Jia Ye; De-Chuan Zhan
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Trustworthy evaluation of large language models
errFrontiers of Computer Science
IF4.6
err2025-10-17
err0
PREAI
errXin-Yi Zhang; Han-Jia Ye; De-Chuan Zhan
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errSave
Applying exposure-response analysis to enhance Mycophenolate Mofetil dosing precision in pediatric patients with immune-mediated renal diseases by machine learning models
errEuropean Journal of Pharmaceutical Sciences
IF4.7
err2025-05-28
err0
errOAAI
errLu-Yao Han; Xiang Chen; Tian-Shuo Liu; Zhi-Long Zhang; Feng Chen; De-Chuan Zhan; Yang Yu; Guo Yu
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PILOT: a pre-trained model-based continual learning toolbox
errSCIENCE CHINA-INFORMATION SCIENCES
IF7.6
err2025-03-04
err0
errOAAI
errSun, Hai-Long; Zhou, Da-Wei; Zhan, De-Chuan; Ye, Han-Jia
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COURIER: contrastive user intention reconstruction for large-scale visual recommendation
errFRONTIERS OF COMPUTER SCIENCE
IF4.6
err2024-12-14
err0
PREAI
errYang, Jia-Qi; Dai, Chenglei; Ou, Dan; Li, Dongshuai; Huang, Ju; Zhan, De-Chuan; Zeng, Xiaoyi; Yang, Yang
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errSave
Revisiting multi-dimensional classification from a dimension-wise perspective
errFRONTIERS OF COMPUTER SCIENCE
IF4.6
err2024-11-11
err1
PREAI
errShi, Yi; Ye, Hanjia; Man, Dongliang; Han, Xiaoxu; Zhan, Dechuan; Jiang, Yuan
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errSave
MAP: Model Aggregation and Personalization in Federated Learning With Incomplete Classes
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-11-01
err1
errOAAI
errLi, Xin-Chun; Song, Shaoming; Li, Yinchuan; Li, Bingshuai; Shao, Yunfeng; Yang, Yang; Zhan, De-Chuan
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errSave
The Capacity and Robustness Trade-Off: Revisiting the Channel Independent Strategy for Multivariate Time Series Forecasting
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-11-01
err4
errOAAI
errHan, Lu; Ye, Han-Jia; Zhan, De-Chuan
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errSave
Physics-Informed Inverse Design of Programmable Metasurfaces
errADVANCED SCIENCE
IF14.1
err2024-09-05
err0
errOAAI
errXu, Yucheng; Yang, Jia-Qi; Fan, Kebin; Wang, Sheng; Wu, Jingbo; Zhang, Caihong; Zhan, De-Chuan; Padilla, Willie J.; Jin, Biaobing; Chen, Jian; Wu, Peiheng
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errSave
Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2024-08-31
err0
PREAI
errZhou, Da-Wei; Cai, Zi-Wen; Ye, Han-Jia; Zhan, De-Chuan; Liu, Ziwei
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errSave
Ursodeoxycholic acid and COVID-19 outcomes: a cohort study and data synthesis of state-of-art evidence
errEXPERT REVIEW OF ANTI-INFECTIVE THERAPY
IF3.8
err2024-07-09
err2
PREAI
errYu, Yang; Li, Guo-Fu; Li, Jian; Han, Lu-Yao; Zhang, Zhi-Long; Liu, Tian-Shuo; Jiao, Shu-Xin; Qiao, Yu-Wei; Zhang, Na; Zhan, De-Chuan; Tang, Shao-Qiu; Yu, Guo
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errSave
TV100: a TV series dataset that pre-trained CLIP has not seen
errFRONTIERS OF COMPUTER SCIENCE
IF4.6
err2024-06-06
err1
PREAI
errZhou, Da-Wei; Qi, Zhi-Hong; Ye, Han-Jia; Zhan, De-Chuan
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errSave
Deep visual-linguistic fusion network considering cross-modal inconsistency for rumor detection
errSCIENCE CHINA-INFORMATION SCIENCES
IF7.6
err2023-10-30
err3
PREAI
errYang, Yang; Bao, Ran; Guo, Weili; Zhan, De-Chuan; Yin, Yilong; Yang, Jian
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errSave
LINDA: multi-agent local information decomposition for awareness of teammates
errSCIENCE CHINA-INFORMATION SCIENCES
IF7.6
err2023-07-26
err2
PREAI
errCao, Jiahan; Yuan, Lei; Wang, Jianhao; Zhang, Shaowei; Zhang, Chongjie; Yu, Yang; Zhan, De-Chuan
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errSave
PyCIL: a Python toolbox for class-incremental learning
errSCIENCE CHINA-INFORMATION SCIENCES
IF7.6
err2023-04-19
err19
errOAAI
errZhou, Da-Wei; Wang, Fu-Yun; Ye, Han-Jia; Zhan, De-Chuan
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errSave
Cost-Effective Incremental Deep Model: Matching Model Capacity With the Least Sampling
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2023-04-01
err12
PREAI
errYang, Yang; Zhou, Da-Wei; Zhan, De-Chuan; Xiong, Hui; Jiang, Yuan; Yang, Jian
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errSave
Normalizing Flows for Efficient Inverse Design of Thermophotovoltaic Emitters
errACS PHOTONICS
IF6.7
err2023-03-31
err5
PREAI
errYang, Jia-Qi; Xu, YuCheng; Fan, Kebin; Wu, Jingbo; Zhang, Caihong; Zhan, De-Chuan; Jin, Biao-Bing; Padilla, Willie J.
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errSave
Aligning model outputs for class imbalanced non-IID federated learning
errMACHINE LEARNING
IF2.9
err2022-12-07
err7
errOAAI
errLi, Lan; Zhan, De-chuan; Li, Xin-chun
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errSave
Learning to Classify With Incremental New Class
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2022-06-01
err33
PREAI
errZhou, Da-Wei; Yang, Yang; Zhan, De-Chuan
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errSave
Learning Adaptive Classifiers Synthesis for Generalized Few-Shot Learning
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2021-04-19
err47
errOAAI
errYe, Han-Jia; Hu, Hexiang; Zhan, De-Chuan
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
Z
Zhi‐Hua Zhou
H-index: 102 · Papers: 692
J
Jian Yang
H-index: 91 · Papers: 1.0K
H
Hui Xiong
H-index: 89 · Papers: 2.4K
Z
Ziwei Liu
H-index: 80 · Papers: 652
W
Willie J. Padilla
H-index: 70 · Papers: 332
View more