Philip S. Yu

University of Illinois at Chicago , USA

25 papers in the IJCAI proceedings

IJCAI 2026

Band Together: Untargeted Adversarial Training with Multimodal Coordination Against Evasion-Based Promotion Attacks

with Guanmeng Xian, Ning Yang

doi:10.24963/ijcai.2026/347

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Manifold-Constrained Adversarial Training for Long-Tailed Robustness via Geometric Alignment

with Guanmeng Xian, Ning Yang

doi:10.24963/ijcai.2026/565

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IJCAI 2025

Out-of-Distribution Detection by Regaining Lost Clues (Abstract Reprint)

with Zhilin Zhao, Longbing Cao

doi:10.24963/ijcai.2025/1235

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T-T: Table Transformer for Tagging-based Aspect Sentiment Triplet Extraction

with Kun Peng, Chaodong Tong, Cong Cao, Hao Peng, Qian Li, Guanlin Wu, Lei Jiang, Yanbing Liu

doi:10.24963/ijcai.2025/914

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Trace: Structural Riemannian Bridge Matching for Transferable Source Localization in Information Propagation

with Li Sun, Suyang Zhou, Bowen Fang, Hechuan Zhang, Junda Ye, Yutong Ye

doi:10.24963/ijcai.2025/368

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IJCAI 2024

Graph Neural Networks for Brain Graph Learning: A Survey

with Xuexiong Luo, Jia Wu, Jian Yang, Shan Xue, Amin Beheshti, Quan Z. Sheng, David McAlpine, Paul Sowman, Alexis Giral

doi:10.24963/ijcai.2024/903

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IJCAI 2023

CONGREGATE: Contrastive Graph Clustering in Curvature Spaces

with Li Sun, Feiyang Wang, Junda Ye, Hao Peng

doi:10.24963/ijcai.2023/255

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Hierarchical State Abstraction based on Structural Information Principles

with Xianghua Zeng, Hao Peng, Angsheng Li, Chunyang Liu, Lifang He

doi:10.24963/ijcai.2023/506

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IJCAI 2021

Graph Entropy Guided Node Embedding Dimension Selection for Graph Neural Networks

with Gongxu Luo, Jianxin Li, Hao Peng, Carl Yang, Lichao Sun, Lifang He

doi:10.24963/ijcai.2021/381

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Graph Learning based Recommender Systems: A Review

with Shoujin Wang, Liang Hu, Yan Wang, Xiangnan He, Quan Z. Sheng, Mehmet A. Orgun, Longbing Cao, Francesco Ricci

doi:10.24963/ijcai.2021/630

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IJCAI 2020

Adversarial Mutual Information Learning for Network Embedding

with Dongxiao He, Lu Zhai, Zhigang Li, Di Jin, Liang Yang, Yuxiao Huang

doi:10.24963/ijcai.2020/459

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Deep Learning for Community Detection: Progress, Challenges and Opportunities

with Fanzhen Liu, Shan Xue, Jia Wu, Chuan Zhou, Wenbin Hu, Cecile Paris, Surya Nepal, Jian Yang

doi:10.24963/ijcai.2020/693

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Entity Synonym Discovery via Multipiece Bilateral Context Matching

with Chenwei Zhang, Yaliang Li, Nan Du, Wei Fan

doi:10.24963/ijcai.2020/199

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IJCAI 2019

Fine-grained Event Categorization with Heterogeneous Graph Convolutional Networks

with Hao Peng, Jianxin Li, Qiran Gong, Yangqiu Song, Yuanxin Ning, Kunfeng Lai

doi:10.24963/ijcai.2019/449

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Heterogeneous Graph Matching Networks for Unknown Malware Detection

with Shen Wang, Zhengzhang Chen, Xiao Yu, Ding Li, Jingchao Ni, Lu-An Tang, Jiaping Gui, Zhichun Li, Haifeng Chen

doi:10.24963/ijcai.2019/522

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Outlier-Robust Multi-Aspect Streaming Tensor Completion and Factorization

with Mehrnaz Najafi, Lifang He

doi:10.24963/ijcai.2019/442

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IJCAI 2018

Aspect-Level Deep Collaborative Filtering via Heterogeneous Information Networks

with Xiaotian Han, Chuan Shi, Senzhang Wang, Li Song

doi:10.24963/ijcai.2018/471

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Lifelong Domain Word Embedding via Meta-Learning

with Hu Xu, Bing Liu, Lei Shu

doi:10.24963/ijcai.2018/627

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IJCAI 2017

SEVEN: Deep Semi-supervised Verification Networks

with Vahid Noroozi, Lei Zheng, Sara Bahaadini, Sihong Xie

doi:10.24963/ijcai.2017/358

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IJCAI 2016

Causality Based Propagation History Ranking in Social Networks

with Zheng Wang, Chaokun Wang, Jisheng Pei, Xiaojun Ye

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Item Recommendation for Emerging Online Businesses

with Chun-Ta Lu, Sihong Xie, Weixiang Shao, Lifang He

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Understanding Information Diffusion under Interactions

with Yuan Su, Xi Zhang, Wen Hua, Xiaofang Zhou, Binxing Fang

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IJCAI 2015

Integrated Anchor and Social Link Predictions across Social Networks

with Jiawei Zhang

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IJCAI 2009

Early Prediction on Time Series: A Nearest Neighbor Approach

with Zhengzheng Xing, Jian Pei

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IJCAI 2003

Inductive Learning in Less Than One Sequential Data Scan

with Wei Fan, Haixun Wang, Shaw-hwa Lo

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