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Philip S. Yu

University of Illinois Chicago

166H-index
2.7KPaper Count
13.5WCitation Count
Published Papers 423
Publication Date
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Subgraph-Mamba: Subgraph Mamba model with positional encoding
errNeural Networks
IF6.3
err2026-09-29
err0
PREAI
errQin, Denggao; Tang, Xianghong; Lu, Jianguang; Yang, Jing; Yu, Philip S.
errShare
errSave
T3MAL: Test-Time Fast Adaptation for Robust Multi-Scale Information Diffusion Prediction
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2026-09-22
err0
PREAI
errWenting Zhu; Chaozhuo Li; Qingpo Yang; Xi Zhang; Philip S. Yu
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errSave
MEFCL: Reliability-aware multi-view edge-filtered contrastive learning for graph recommendation
errPattern Recognition
IF7.6
err2026-09-19
err0
PREAI
errLixiang Xu; Hongxiang Cui; Shengbing Chen; Yan Chen; Enhong Chen; Bin Luo; Philip S. Yu
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errSave
Towards context-aware graph representation learning: Adaptive node aggregation with LLMs
errArtificial Intelligence
IF4.6
err2026-09-01
err0
PREAI
errZhao, Songwei; Jiang, Yuan; Zhang, Sinuo; Hu, Jifeng; Yu, Philip S.; Chen, Hechang
errShare
errSave
Missing Pattern Tree based Decision Grouping and Ensemble for Enhancing Pair Utilization in Deep Incomplete Multi-View Clustering
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2026-09-01
err0
PREAI
errJie Xu; Wenyuan Yang; Yazhou Ren; Lifang He; Philip S. Yu; Xiaofeng Zhu
errShare
errSave
Consensus-Driven Distillation for Trustworthy Explanations in Self-Interpretable GNNs
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2026-08-10
err0
PREAI
errWenxin Tai; Fan Zhou; Steve Azzolin; Goce Trajcevski; Ting Zhong; Kunpeng Zhang; Philip S. Yu
errShare
errSave
Graph-based fraud detection with dual-path graph filtering
errNeural Networks
IF6.3
err2026-08-01
err0
PREAI
errHe, Wei; Gan, Wensheng; Yu, Philip S.
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errSave
A Survey on GNN-Based Link Prediction: Techniques, Applications, and Challenges
errWiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery
IF11.7
err2026-07-28
err0
PREAI
errChengcheng Sun; Yajie Song; Cheng Zhai; Jiayun Tian; Jia Yang; Xiaobin Rui; Jian Zhang; Zhixiao Wang; Philip S. Yu
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errSave
A Survey on Foundation Models for Structured Data: Tabular, Time Series, and Graphs
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2026-07-27
err0
PREAI
errQingyun Sun; Haonan Yuan; Yi Huang; Ziwei Zhang; Xingcheng Fu; Ruijie Wang; Haoyi Zhou; Jianxin Li; Jia Wu; Philip S. Yu
errShare
errSave
Toward Personalized Differentially Private Learning for Decentralized Local Graphs
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2026-07-07
err0
PREAI
errLongzhu He; Peng Tang; Chaozhuo Li; Jinhu Fu; Litian Zhang; Li Sun; Philip S. Yu; Sen Su
errShare
errSave
From Few-Shot to Zero-Shot: Towards Generalist Graph Anomaly Detection
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2026-05-11
err0
PREAI
errYixin Liu; Shiyuan Li; Yu Zheng; Qingfeng Chen; Chengqi Zhang; Philip S. Yu; Shirui Pan
errShare
errSave
Global-focal adaptation with information separation for noise-robust transfer fault diagnosis
errNeural Networks
IF6.3
err2026-05-01
err0
PREAI
errRen, Junyu; Gan, Wensheng; Zhang, Guangyu; Zhong, Wei; Yu, Philip S.
errShare
errSave
Discovering High-Utility Sequential Rules With Increasing Utility Ratio
errIEEE Transactions on Big Data
IF5.7
err2026-04-29
err0
PREAI
errZhenqiang Ye; Wensheng Gan; Gengsen Huang; Tianlong Gu; Philip S. Yu
errShare
errSave
SAformer: A time series anomaly detection model based on Similarity-Aware attention
errKnowledge-Based Systems
IF7.6
err2026-04-28
err0
PREAI
errYunkai Tang; Guiling Li; Zongda Wu; Philip S. Yu
errShare
errSave
Graph Neural Networks for Graphs With Heterophily: A Survey
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2026-04-02
err0
PREAI
errXin Zheng; Yi Wang; Yixin Liu; Ming Li; Miao Zhang; Di Jin; Philip S. Yu; Shirui Pan
errShare
errSave
High-Utility Sequential Rule Mining Utilizing Segmentation Guided by Confidence
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2026-04-01
err0
PREAI
errChunkai Zhang; Jiarui Deng; Maohua Lyu; Wensheng Gan; Philip S. Yu
errShare
errSave
Bridging Cross-Domain Time Series: Efficient Federated Anomaly Detection With Sharded LLMs
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2026-03-24
err0
PREAI
errRonghui Xu; Hao Miao; Senzhang Wang; Yan Zhao; Bin Yang; Yunjun Gao; Philip S. Yu; Christian S. Jensen
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errSave
Contrastive Learning for Modeling Sensitive Attributes in Fairness-Aware Recommendation
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2026-03-23
err0
PREAI
errGuoyang Wu; Jiayang Sun; Shenghao Liu; Xianjun Deng; Yuanyuan He; Jing Wang; Laurence T. Yang; Philip S. Yu
errShare
errSave
Understanding Interactive Stock Dynamics via Sensitivity-Aware Dependency Learning
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2026-03-18
err0
PREAI
errLi Huang; Yanzhe Xie; Zizheng Wang; Qiang Gao; Kunpeng Zhang; Philip S. Yu
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errSave
OKG-LLM: Aligning Ocean Knowledge Graph With Observation Data via LLMs for Global Sea Surface Temperature Prediction
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2026-03-16
err0
PREAI
errHanchen Yang; Jiaqi Wang; Jiannong Cao; Wengen Li; Jialun Zheng; Yangning Li; Chunyu Miao; Jihong Guan; Shuigeng Zhou; Philip S. Yu
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
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Jiawei Han
H-index: 147 · Papers: 1.3K
J
Jürgen Kurths
H-index: 131 · Papers: 2.1K
Qiang Yang cover
Qiang Yang (Qiang Yang)
H-index: 127 · Papers: 1.4K
李学龙 cover
李学龙 (Xuelong Li)
H-index: 125 · Papers: 1.0K
C
Charų C. Aggarwal
H-index: 107 · Papers: 761
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