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M

Ming Zhang

peking university

38H-index
246Paper Count
6.1KCitation Count
Published Papers 34
Publication Date
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Native Sparse Attention: Co-Designing Algorithms and Hardware for Practical Long-Context Efficiency
errNational Science Review
IF17.1
err2026-04-07
err0
errOAAI
errJingyang Yuan; Ming Zhang; null
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errSave
SPOT: Spectral Optimal Transport for Graph Domain Generalization
errACM Transactions on Knowledge Discovery from Data
IF4.8
err2026-01-01
err1
PREAI
errZhao, Yusheng; Luo, Xiao; Luo, Junyu; Ju, Wei; Gu, Zhonghui; Xiao, Zhiping; Hua, Xian-Sheng; Zhang, Ming
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errSave
TowerDNA: Fast and Accurate Graph Retrieval With Dividing, Contrasting and Alignment
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2025-10-14
err0
PREAI
errJunwei Yang; Yiyang Gu; Yifang Qin; Xiao Luo; Zhiping Xiao; Kangjie Zheng; Wei Ju; Xian-Sheng Hua; Ming Zhang
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errSave
Privacy and security in recommenders: an analytical review
errArtificial Intelligence Review
IF13.9
err2025-08-22
err0
errOAAI
errBolanle Adefowoke Ojokoh; Folasade Olubusola Isinkaye; Ming Zhang; Joshua Joshua Tom; Arome Junior Gabriel; Olaitan Afolabi; Bamidele Afolabi
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errSave
Does people oriented urbanization catch up with land and population urbanization
errnpj Urban Sustainability
IF8.8
err2025-07-29
err0
errOAAI
errTianci Gu; Qingxu Huang; Mingxing Chen; Chunyang He; Guoliang Zhu; Yiming Hou; Yihan Zhou; Kaihong Yue; Ming Zhang; Shiyu Zhang; Yizhou Xie; Jiasheng Wang
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errSave
MATE: Masked Optimal Transport with Dynamic Selection for Partial Label Graph Learning
errartificial intelligence review
IF4.6
err2025-07-29
err0
PREAI
errYiyang Gu; Binqi Chen; Zihao Chen; Ziyue Qiao; Xiao Luo; Junyu Luo; Zhiping Xiao; Wei Ju; Ming Zhang
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errSave
Learning Knowledge-diverse Experts for Long-tailed Graph Classification
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2025-01-11
err0
errOAAI
errMao, Zhengyang; Ju, Wei; Yi, Siyu; Wang, Yifan; Xiao, Zhiping; Long, Qingqing; Yin, Nan; Liu, Xin wang; Zhang, Ming
errShare
errSave
Learning Generalizable Contrastive Representations for Graph Zero-Shot Learning
errIEEE Transactions on Multimedia
IF9.7
err2025-01-01
err0
PREAI
errSiyu Yi; Zhengyang Mao; Kangjie Zheng; Zhiping Xiao; Ziyue Qiao; Chong Chen; Xian-Sheng Hua; Yongdao Zhou; Ming Zhang; Wei Ju
errShare
errSave
Redundancy-Free Self-Supervised Relational Learning for Graph Clustering
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-12-01
err14
errOAAI
errYi, Siyu; Ju, Wei; Qin, Yifang; Luo, Xiao; Liu, Luchen; Zhou, Yongdao; Zhang, Ming
errShare
errSave
Poisoning medical knowledge using large language models
errNATURE MACHINE INTELLIGENCE
IF23.9
err2024-09-20
err3
PREAI
errYang, Junwei; Xu, Hanwen; Mirzoyan, Srbuhi; Chen, Tong; Liu, Zixuan; Liu, Zequn; Ju, Wei; Liu, Luchen; Xiao, Zhiping; Zhang, Ming; Wang, Sheng
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errSave
Hourly solar radiation estimation and uncertainty quantification using hybrid models
errRENEWABLE & SUSTAINABLE ENERGY REVIEWS
IF16.3
err2024-09-01
err4
PREAI
errWang, Lunche; Lu, Yunbo; Wang, Zhitong; Li, Huaping; Zhang, Ming
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errSave
Focus on informative graphs! Semi-supervised active learning for graph-level classification
errPATTERN RECOGNITION
IF7.6
err2024-09-01
err2
PREAI
errJu, Wei; Mao, Zhengyang; Qiao, Ziyue; Qin, Yifang; Yi, Siyu; Xiao, Zhiping; Luo, Xiao; Fu, Yanjie; Zhang, Ming
errShare
errSave
A bioactivity foundation model using pairwise meta-learning
errNATURE MACHINE INTELLIGENCE
IF23.9
err2024-08-14
err1
errOAAI
errFeng, Bin; Liu, Zequn; Huang, Nanlan; Xiao, Zhiping; Zhang, Haomiao; Mirzoyan, Srbuhi; Xu, Hanwen; Hao, Jiaran; Xu, Yinghui; Zhang, Ming; Wang, Sheng
errShare
errSave
Learning Graph ODE for Continuous-Time Sequential Recommendation
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-07-01
err4
errOAAI
errQin, Yifang; Ju, Wei; Wu, Hongjun; Luo, Xiao; Zhang, Ming
errShare
errSave
COOL: A Conjoint Perspective on Spatio-Temporal Graph Neural Network for Traffic Forecasting
errINFORMATION FUSION
IF15.5
err2024-07-01
err6
errOAAI
errJu, Wei; Zhao, Yusheng; Qin, Yifang; Yi, Siyu; Yuan, Jingyang; Xiao, Zhiping; Luo, Xiao; Yan, Xiting; Zhang, Ming
errShare
errSave
Towards Semi-Supervised Universal Graph Classification
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-01-01
err12
errOAAI
errLuo, Xiao; Zhao, Yusheng; Qin, Yifang; Ju, Wei; Zhang, Ming
errShare
errSave
CLEAR: Cluster-Enhanced Contrast for Self-Supervised Graph Representation Learning
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-01-01
err22
PREAI
errLuo, Xiao; Ju, Wei; Qu, Meng; Gu, Yiyang; Chen, Chong; Deng, Minghua; Hua, Xian-Sheng; Zhang, Ming
errShare
errSave
DisenSemi: Semi-Supervised Graph Classification via Disentangled Representation Learning
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-01-01
err0
errOAAI
errWang, Yifan; Luo, Xiao; Chen, Chong; Hua, Xian-Sheng; Zhang, Ming; Ju, Wei
errShare
errSave
Self-supervised Graph-level Representation Learning with Adversarial Contrastive Learning
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2023-11-14
err40
errOAAI
errLuo, Xiao; Ju, Wei; Gu, Yiyang; Mao, Zhengyang; Liu, Luchen; Yuan, Yuhui; Zhang, Ming
errShare
errSave
Toward Effective Semi-supervised Node Classification with Hybrid Curriculum Pseudo-labeling
errACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS
IF6
err2023-11-10
err8
errOAAI
errLuo, Xiao; Ju, Wei; Gu, Yiyang; Qin, Yifang; Yi, Siyu; Wu, Daqing; Liu, Luchen; Zhang, Ming
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
刘
刘艳 (Yan Liu)
H-index: 118 · Papers: 3.7K
W
Wanjin Hong
H-index: 90 · Papers: 415
赵永胜 cover
赵永胜 (Yusheng Zhao)
H-index: 78 · Papers: 693
X
Xian‐Sheng Hua
H-index: 72 · Papers: 582
X
Xinwang Liu
H-index: 71 · Papers: 496
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