logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
P

Philip S. Yu

university of illinois at chicago

166H-index
2.7KPaper Count
13.5WCitation Count
Published Papers 413
Publication Date
logo
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
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
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
errShare
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
errShare
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
Collaborative Coarse-to-Fine Disease Learning With Discharge Summary Awareness for EHR Event Prediction
errIEEE Transactions on Cybernetics
IF10.5
err2026-03-03
err0
PREAI
errYan Kang; Zhuolun Li; Bin Pu; Xingbo Dong; Jiewen Yang; Lei Zhao; Benteng Ma; Ningshu Li; Jianguo Chen; Philip S. Yu
errShare
errSave
Rethinking Graph Contrastive Learning for Heterophilic Graphs: An Effective Method for Heterophilic GCL Methods With Regularization and Stabilization Techniques Enhanced High-Pass Filter
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2026-02-17
err0
PREAI
errHan Chen; Yuhua Li; Yixiong Zou; Keke Huang; Rui Zhang; Ruixuan Li; Philip S. Yu
errShare
errSave
<monospace><bold>ASIL</bold></monospace>: Augmented Structural Information Learning for Deep Graph Clustering in Hyperbolic Space
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2026-02-06
err0
PREAI
errLi Sun; Zhenhao Huang; Yujie Wang; Hongbo Lv; Chunyang Liu; Hao Peng; Philip S. Yu
errShare
errSave
Enhanced Pre-training for Recommendation via Hypergraph Structural Entropy
errACM Transactions on Information Systems
IF9.1
err2026-02-01
err1
PREAI
errZhang, Jingyun; Peng, Hao; Yang, Mingdai; Yu, Philip S.
errShare
errSave
Large Language Models for Education: <italic>A survey and outlook</italic>
errIEEE Signal Processing Magazine
IF9.6
err2026-01-28
err0
PREAI
errShen Wang; Tianlong Xu; Hang Li; Chaoli Zhang; Joleen Liang; Jiliang Tang; Philip S. Yu; Qingsong Wen
errShare
errSave
Community-aware multi-granularity contrastive learning for graph anomaly detection
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2026-01-21
err0
PREAI
errMeng, Panpan; Wang, Chenxu; Wang, Shihao; Liu, Kay; Chen, Yankai; Wang, Zhanggong; Yu, Philip S.
errShare
errSave
The Emerged Security and Privacy of LLM Agent: A Survey with Case Studies
errACM COMPUTING SURVEYS
IF28
err2026-01-06
err1
PREAI
errHe, Feng; Zhu, Tianqing; Ye, Dayong; Li, Bo; Zhou, Wanlei; Yu, Philip S.
errShare
errSave
Watermarking techniques for large language models: a survey
errArtificial Intelligence Review
IF13.9
err2026-01-05
err0
errOAAI
errYuqing Liang; Jiancheng Xiao; Wensheng Gan; Philip S. Yu
errShare
errSave
OpenNOD: Modeling Event-Driven Opinion Dynamics in Open Social Networks
errIEEE Transactions on Big Data
IF5.7
err2025-12-31
err0
PREAI
errHaihua Xie; Miao He; Xiaoming Zhang; Lin Liu; Philip S. Yu
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
J
Jiawei Han
H-index: 147 · Papers: 1.3K
J
Jürgen Kurths
H-index: 131 · Papers: 2.1K
Q
Qiang Yang
H-index: 127 · Papers: 1.4K
X
Xuelong Li
H-index: 125 · Papers: 999
C
Charų C. Aggarwal
H-index: 107 · Papers: 761
View more