Yizhou Sun - AI Profile

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Associate Professor

Department of Computer Science, University of California, Los Angeles

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Experience

Education

Bio

Research Interests
Large-Scale Information Network Analysis, Social Network, Link Analysis
Graph Mining, Web Mining, Text Mining
Data Mining, Database Systems, Statistics, Machine Learning, Information Retrieval, Network Science

Selected Honors and Awards
Okawa Foundation Research Grant, 2019
Amazon Research Award
Distinguished Alumni Educator Award, CS @ ILLINOIS Alumni Awards , 2016
Best Paper Award, Tsinghua Science and Technology 2015 Best Paper Award, 2016
NSF CAREER Award, 2015
Yahoo ACE (Academic Career Enhancement) Award, 2013
ACM SIGKDD 2013 Dissertation Award, 2013
Yahoo!-DAIS Outstanding Research Award, UIUC, 2013
Best Student Paper Award, 2012 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD'12), 2012
Best Paper Award, Int. Conf. on Advances in Social Networks Analysis and Mining (ASONAM'11), July 2011
Data Mining Research Awards, Data Mining Group, UIUC, Fall 2012, Spring 2012, Fall 2011, Spring 2011, Spring 2009, and Fall 2008

Research Interests

Papers208 papers

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GLSearch: Maximum Common Subgraph Detection via Learning to Search

Yunsheng Bai,Derek Xu,Yizhou Sun,Wei Wang

ICML, pp.588-598, (2021)

EIBibtex

Mining Fraudsters and Fraudulent Strategies in Large-Scale Mobile Social Networks

Yang Yang, Yuhong Xu,Yizhou Sun,Yuxiao Dong,Fei Wu,Yueting Zhuang

IEEE Trans. Knowl. Data Eng., no. 1 (2021): 169-179

Cited by6EIBibtex

Learning to Search for Fast Maximum Common Subgraph Detection

Yunsheng Bai, Derek Qiang Xu,Yizhou Sun, Wei Wang

Bibtex

CREATe: Clinical Report Extraction and Annotation Technology

Yichao Zhou, Wei-Ting Chen, Bowen Zhang, David Lee, J. Harry Caufield, Kai-Wei Chang,Yizhou Sun,Peipei Ping, Wei Wang

ICDE, pp.2677-2680, (2021)

EIBibtex

Leveraging Meta-path Contexts for Classification in Heterogeneous Information Networks

Xiang Li, Danhao Ding,Ben Kao,Yizhou Sun,Nikos Mamoulis

2021 IEEE 37th International Conference on Data Engineering (ICDE), pp.912-923, (2021)

EIWOSBibtex

Multivariate Time Series Classification with Hierarchical Variational Graph Pooling

Haoyan Xu, Ziheng Duan,Yunsheng Bai, Yida Huang, Anni Ren, Qianru Yu, Qianru Zhang, Yueyang Wang, Xiaoqian Wang,Yizhou Sun,Wei Wang

Bibtex

Finding key players in complex networks through deep reinforcement learning

Changjun Fan, Li Zeng,Yizhou Sun, Yang-Yu Liu

Nature machine intelligence, no. 6 (2020): 317-324

Cited by8WOSBibtex

Differentiable Product Quantization for End-to-End Embedding Compression

Ting Chen, Lala Li,Yizhou Sun

ICML 2020, (2020)

Bibtex

GHashing: Semantic Graph Hashing for Approximate Similarity Search in Graph Databases

Zongyue Qin,Yunsheng Bai,Yizhou Sun

KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining Virtual Event..., pp.2062-2072, (2020)

Cited by1EIBibtex

GPT-GNN: Generative Pre-Training of Graph Neural Networks

Ziniu Hu,Yuxiao Dong,Kuansan Wang,Kai-Wei Chang,Yizhou Sun

KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining Virtual Event..., pp.1857-1867, (2020)

Cited by18EIBibtex

Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer

Xuelu Chen,Muhao Chen, Changjun Fan, Ankith Uppunda,Yizhou Sun,Carlo Zaniolo

EMNLP, pp.3227-3238, (2020)

Cited by1EIBibtex

Bi-Level Graph Neural Networks for Drug-Drug Interaction Prediction

Yunsheng Bai, Ken Gu,Yizhou Sun,Wei Wang

Bibtex

Heterogeneous Network Representation Learning: Survey, Benchmark, Evaluation, and Beyond

Yang Carl, Xiao Yuxin,Zhang Yu,Sun Yizhou,Han Jiawei

Cited by14Bibtex

Graph Neural Networks for Graph Search

SIGMOD/PODS '20: International Conference on Management of Data Portland OR ..., pp.1, (2020)

EIBibtex

Learning Continuous System Dynamics fromIrregularly-Sampled Partial Observations

Zijie Huang,Yizhou Sun,Wei Wang

NIPS 2020, (2020)

Bibtex

Hierarchical Large-scale Graph Similarity Computation via Graph Coarsening and Matching

Haoyan Xu, Runjian Chen, Yunsheng Bai, Ziheng Duan, Jie Feng, Ke Luo,Yizhou Sun, Wei Wang

Bibtex

TIMME: Twitter Ideology-detection via Multi-task Multi-relational Embedding

Xiao Zhiping,Song Weiping,Xu Haoyan,Ren Zhicheng,Sun Yizhou

KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining Virtual Event..., pp.2258-2268, (2020)

Cited by2EIBibtex

Bio-JOIE: Joint Representation Learning of Biological Knowledge Bases

Junheng Hao, Chelsea Jui-Ting Ju, Muhao Chen,Yizhou Sun, Carlo Zaniolo, Wei Wang

BCB, pp.1-21, (2020)

Cited by3EIBibtex

Network Embedding for Community Detection in Attributed Networks

Heli Sun, Fang He,Jianbin Huang,Yizhou Sun, Yang Li, Chenyu Wang, Liang He,Zhongbin Sun,Xiaolin Jia

ACM Trans. Knowl. Discov. Data, no. 3 (2020): 1-25

Cited by4EIBibtex

Hierarchical and Fast Graph Similarity Computation via Graph Coarsening and Deep Graph Learning

Xu Haoyan, Chen Runjian,Bai Yunsheng, Feng Jie, Duan Ziheng, Luo Ke,Sun Yizhou,Wang Wei

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