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Quanming Yao

Tsinghua University

38H-index
230Paper Count
9.6KCitation Count
Published Papers 26
Publication Date
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Neural Knowledge Graph Reasoning with Relational Digraph
errArtificial Intelligence
IF4.6
err2026-03-19
err0
PREAI
errYongqi Zhang; Haiquan Qiu; Shuzhi Liu; Enjun Du; Quanming Yao
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Bridging graph structure and knowledge-guided editing for interpretable temporal knowledge graph reasoning
errNeural Networks
IF6.3
err2026-03-05
err0
PREAI
errShiqi Fan; Quanming Yao; Hongyi Nie; Wentao Ma; Zhen Wang; Wen Hua
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errSave
Searching to Modulate for Cold-Start Recommendation
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2026-02-03
err0
PREAI
errShiguang Wu; Yaqing Wang; Quanming Yao
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errSave
Robust heterogeneous network representation learning by multifaceted curriculum training
errNeural Networks
IF6.3
err2025-12-08
err0
PREAI
errZhen Hao Wong; Hansi Yang; Quanming Yao; Yaqing Wang
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errSave
KnowFlow: Empowering decision-making on networks with knowledge-streamlined agent
errNeural Networks
IF6.3
err2025-11-24
err0
PREAI
errXiaohan Zheng; Lanning Wei; Huan Zhao; Quanming Yao
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errSave
Benchmarking drug-drug interaction prediction methods: a perspective of distribution changes
errBIOINFORMATICS
IF5.4
err2025-11-01
err0
errOAAI
errShen, Zhenqian; Zhou, Mingyang; Zhang, Yongqi; Yao, Quanming
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errSave
Heterogeneous Graph-Based Multimodal Brain Network Learning
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2025-08-01
err0
PREAI
errGen Shi; Yifan Zhu; Wenjin Liu; Quanming Yao; Xuesong Li
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errSave
Searching to extrapolate embedding for out-of-graph node representation learning
errNEURAL NETWORKS
IF6.3
err2025-04-01
err0
PREAI
errShen, Zhenqian; Guo, Shuhan; Wen, Yan; Wei, Lanning; Zhang, Wengang; Luo, Yuanhai; Wu, Chongwu; Yao, Quanming
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errSave
Efficient Latent-based Scoring Function Search for N-ary Relational Knowledge Bases
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2025-02-06
err0
PREAI
errDi, Shimin; Zhang, Yongqi; Yao, Quanming; Zhou, Xiaofang; Chen, Lei
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errSave
Topology-aware tensor decomposition for meta-graph learning
errCAAI Transactions on Intelligence Technology
IF7.3
err2025-01-29
err0
errOAAI
errHansi Yang; Quanming Yao
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errSave
Hamiltonian diversity: effectively measuring molecular diversity by shortest Hamiltonian circuits
errJOURNAL OF CHEMINFORMATICS
IF5.7
err2024-08-07
err0
errOAAI
errHu, Xiuyuan; Liu, Guoqing; Yao, Quanming; Zhao, Yang; Zhang, Hao
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errSave
Deep Factor Learning for Accurate Brain Neuroimaging Data Analysis on Discrimination for Structural MRI and Functional MRI
errIEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
IF3.4
err2024-07-01
err9
PREAI
errKe, Hengjin; Chen, Dan; Yao, Quanming; Tang, Yunbo; Wu, Jia; Monaghan, Jessica; Sowman, Paul; Mcalpine, David
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errSave
Accurate and interpretable drug-drug interaction prediction enabled by knowledge subgraph learning
errCOMMUNICATIONS MEDICINE
IF6.3
err2024-03-28
err7
errOAAI
errWang, Yaqing; Yang, Zaifei; Yao, Quanming
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errSave
Flow to Candidate: Temporal Knowledge Graph Reasoning With Candidate-Oriented Relational Graph
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-01-01
err0
PREAI
errFan, Shiqi; Fan, Guoxi; Nie, Hongyi; Yao, Quanming; Liu, Yang; Li, Xuelong; Wang, Zhen
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errSave
Emerging drug interaction prediction enabled by a flow-based graph neural network with biomedical network
errNATURE COMPUTATIONAL SCIENCE
IF18.3
err2023-12-20
err12
PREAI
errZhang, Yongqi; Yao, Quanming; Yue, Ling; Wu, Xian; Zhang, Ziheng; Lin, Zhenxi; Zheng, Yefeng
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errSave
Neural Architecture Search for GNN-Based Graph Classification
errACM TRANSACTIONS ON INFORMATION SYSTEMS
IF9.1
err2023-08-18
err11
errOAAI
errWei, Lanning; Zhao, Huan; He, Zhiqiang; Yao, Quanming
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errSave
LoSAC: An Efficient Local Stochastic Average Control Method for Federated Optimization
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2023-04-06
err2
errOAAI
errChen, Huiming; Wang, Huandong; Yao, Quanming; Li, Yong; Jin, Depeng; Yang, Qiang
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errSave
Enhanced Bayesian Factorization With Variant Scale Partitioning for Multivariate Time Series
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2023-04-01
err0
PREAI
errTang, Yunbo; Chen, Dan; Zuo, Yiping; Lu, Xiaoqiang; Ranjan, Rajiv; Zomaya, Albert Y. Y.; Yao, Quanming; Li, Xiaoli
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errSave
Codabench: Flexible, easy-to-use, and reproducible meta-benchmark platform
errPATTERNS
IF7.4
err2022-07-01
err6
errOAAI
errXu, Zhen; Escalera, Sergio; Pavao, Adrien; Richard, Magali; Tu, Wei-Wei; Yao, Quanming; Zhao, Huan; Guyon, Isabelle
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errSave
Bridging the Gap of AutoGraph Between Academia and Industry: Analyzing AutoGraph Challenge at KDD Cup 2020
errFRONTIERS IN ARTIFICIAL INTELLIGENCE
IF4.7
err2022-06-16
err0
errOAAI
errXu, Zhen; Wei, Lanning; Zhao, Huan; Ying, Rex; Yao, Quanming; Tu, Wei-Wei; Guyon, Isabelle
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
Q
Qiang Yang
H-index: 127 · Papers: 1.4K
A
Albert Y. Zomaya
H-index: 97 · Papers: 2.0K
李勇 cover
李勇 (Yong Li)
H-index: 83 · Papers: 1.6K
L
Lionel M. Ni
H-index: 82 · Papers: 621
李
李新 (Xiaoli Li)
H-index: 76 · Papers: 1.5K
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