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J

Jie Zhang

Nanyang Technological University

26H-index
108Paper Count
3.6KCitation Count
Published Papers 23
Publication Date
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Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications, and Opportunities
errACM Computing Surveys
IF28
err2026-05-23
err2
PREAI
errYang, Enneng; Shen, Li; Guo, Guibing; Wang, Xingwei; Cao, Xiaochun; Zhang, Jie; Tao, Dacheng
errShare
errSave
Knowledge-Aware Modeling With Frequency-Adaptive Learning for Battery Health Prognostics
errIEEE Internet of Things Journal
IF8.9
err2026-02-23
err0
PREAI
errVijay Babu Pamshetti; Wei Zhang; Sumei Sun; Jie Zhang; Yonggang Wen; Qingyu Yan
errShare
errSave
Decentralized Next Point-of-Interest Recommendation Guided by Willingness to Share
errACM Transactions on Information Systems
IF9.1
err2025-10-14
err0
PREAI
errZiqing Wu; Zhu Sun; Dongxia Wang; Lu Zhang; Jie Zhang; Yew-Soon Ong
errShare
errSave
Tracing Epidemic Source of Dynamic Network Based on Graph Neural Network
errIEEE TRANSACTIONS ON NETWORKING
IF0
err2025-09-01
err0
PREAI
errHe, Qiang; Yan, Xin; Fang, Hui; Chen, Lu; Zhang, Jie
errShare
errSave
Our Model Achieves Excellent Performance on MovieLens: What Does It Mean?
errACM TRANSACTIONS ON INFORMATION SYSTEMS
IF9.1
err2024-10-18
err0
errOAAI
errFan, Yu-Chen; Ji, Yitong; Zhang, Jie; Sun, Aixin
errShare
errSave
Efficient O-type mapping and routing of large-scale neural networks to torus-based ONoCs
errJOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING
IF4.3
err2024-08-23
err0
PREAI
errYao, Qiuyan; Meng, Daqing; Yang, Hui; Feng, Nan; Zhang, Jie
errShare
errSave
The crowd in MOOCs: a study of learning patterns at scale
errINTERACTIVE LEARNING ENVIRONMENTS
IF5.3
err2024-08-20
err0
PREAI
errZhou, Xin; Sun, Aixin; Zhang, Jie; Lin, Donghui
errShare
errSave
ConDA: state-based data augmentation for context-dependent text-to-SQL
errINTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS
IF2.7
err2024-02-17
err0
PREAI
errWang, Dingzirui; Dou, Longxu; Che, Wanxiang; Wang, Jiaqi; Liu, Jinbo; Li, Lixin; Shang, Jingan; Tao, Lei; Zhang, Jie; Fu, Cong; Song, Xuri
errShare
errSave
Who Wants to Shop With You: Joint Product-Participant Recommendation for Group-Buying Service
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-02-01
err1
PREAI
errSha, Xiao; Sun, Zhu; Zhang, Jie; Ong, Yew-Soon
errShare
errSave
Overcoming Negative Transfer by Online Selection: Distant Domain Adaptation for Fault Diagnosis
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2024-01-01
err0
PREAI
errWang, Ziyan; Ragab, Mohamed; Yang, Wenmian; Wu, Min; Jialin Pan, Sinno; Zhang, Jie; Chen, Zhenghua
errShare
errSave
Multistage Competitive Opinion Maximization With Q-Learning-Based Method in Social Networks
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-01-01
err19
PREAI
errHe, Qiang; Zhang, Li; Fang, Hui; Wang, Xingwei; Ma, Lianbo; Yu, Keping; Zhang, Jie
errShare
errSave
A Multi-channel Next POI Recommendation Framework with Multi-granularity Check-in Signals
errACM TRANSACTIONS ON INFORMATION SYSTEMS
IF9.1
err2023-08-21
err6
errOAAI
errSun, Zhu; Lei, Yu; Zhang, Lu; Li, Chen; Ong, Yew-Soon; Zhang, Jie
errShare
errSave
Meta-CRS: A Dynamic Meta-Learning Approach for Effective Conversational Recommender System
errACM TRANSACTIONS ON INFORMATION SYSTEMS
IF9.1
err2023-08-18
err0
PREAI
errNi, Yuxin; Xia, Yunwen; Fang, Hui; Long, Chong; Kong, Xinyu; Li, Daqian; Yang, Dong; Zhang, Jie
errShare
errSave
A Critical Study on Data Leakage in Recommender System Offline Evaluation
errACM TRANSACTIONS ON INFORMATION SYSTEMS
IF9.1
err2023-02-07
err18
errOAAI
errJi, Yitong; Sun, Aixin; Zhang, Jie; Li, Chenliang
errShare
errSave
A Deep Reinforcement Learning Recommender System With Multiple Policies for Recommendations
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2023-02-01
err7
PREAI
errFu, Mingsheng; Huang, Liwei; Rao, Ananya; Irissappane, Athirai A.; Zhang, Jie; Qu, Hong
errShare
errSave
Factored similarity models with social trust for top-N item recommendation
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2017-04-01
err69
errOAAI
errGuo, Guibing; Zhang, Jie; Zhu, Feida; Wang, Xingwei
errShare
errSave
A Novel Recommendation Model Regularized with User Trust and Item Ratings
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2016-07-01
err178
PREAI
errGuo, Guibing; Zhang, Jie; Yorke-Smith, Neil
errShare
errSave
Multi-faceted trust and distrust prediction for recommender systems
errDECISION SUPPORT SYSTEMS
IF6.8
err2015-03-01
err62
PREAI
errFang, Hui; Guo, Guibing; Zhang, Jie
errShare
errSave
Leveraging prior ratings for recommender systems in e-commerce
errELECTRONIC COMMERCE RESEARCH AND APPLICATIONS
IF6.3
err2014-11-01
err21
PREAI
errGuo, Guibing; Zhang, Jie; Thalmann, Daniel; Yorke-Smith, Neil
errShare
errSave
Merging trust in collaborative filtering to alleviate data sparsity and cold start
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2014-02-01
err222
PREAI
errGuo, Guibing; Zhang, Jie; Thalmann, Daniel
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
Y
Yew-Soon Ong
H-index: 81 · Papers: 779
K
Keping Yu
H-index: 74 · Papers: 458
D
Daniël Thalmann
H-index: 70 · Papers: 850
吴
吴敏 (Min Wu)
H-index: 62 · Papers: 992
Y
Yonggang Wen
H-index: 59 · Papers: 438
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