Meta Diagram based Active Social Networks Alignment
Yuxiang Ren, Charu C. Aggarwal and Jiawei Zhang
IEEE International Conference on Data Engineering (ICDE), Macau SAR, China, April 8-12
CV
Education
- Ph.D in Computer Science, Florida State University, 2021
- M.S. in Computer Science, Worcester Polytechnic Institute, 2017
- B.Eng. in Software Engineering, Nanjing University, 2015
- LL.B. in Law, Nanjing University, 2015
Experience
- 2022.2-Now: Researcher
- Huawei Technologies, 2012 Labs
- 2017.12-2021.12: Research Assistant
- IFM Lab, Florida State University
- Supervisor: Dr. Jiawei Zhang
- 2021.5-2021.8: Research Intern
- NEC Labs America, Princeton, NJ
- Supervisor: Dr. Lu-an Tang
- 2020.5-2020.8: Research Intern
- NEC Labs America, Princeton, NJ
- Supervisor: Dr. Lu-an Tang, Dr. Wei Cheng
- 2019.5-2019.8: Research Intern
- JD Digits AI Lab, Silicon Valley, CA
- Supervisor: Dr. Liefeng Bo, Dr. Bo Liu
- 2018.5-2018.8: Research Intern
- JD Finance, Beijing, China
- Supervisor: Mr. Hao Zhu
- 2016.5-2017.5: Software Engineer Intern
- Dealertrack Technologies, Groton, CT
- Supervisor: Mr. Mark Vitko
- 2014.7-2015.1: Software Developer Intern
- IBM China Development Laboratory, Shanghai, China
- Supervisor: Mr. Xinwei Chen
Publications
ActiveIter: Meta Diagram based Active Learning in Social Networks Alignment
Yuxiang Ren, Charu C. Aggarwal and Jiawei Zhang
IEEE Transactions on Knowledge and Data Engineering (TKDE)
Deep Heterogeneous Social Network Alignment
Lin Meng, Yuxiang Ren, Jiawei Zhang, Fanghua Ye, Philip S. Yu
The 5th IEEE International Conference on Collaboration and Internet Computing, Los Angeles, USA, December 12 - 14
HDGI: An Unsupervised Graph Neural Network for Representation Learning in Heterogeneous Graph
Yuxiang Ren, Bo Liu, Peng Dai, Jiawei Zhang, Chao Huang and Liefeng Bo
AAAI-20 Workshop on "Deep Learning on Graphs: Methodologies and Applications (DLGMA)", New York, USA, February 7-12
Scalable Heterogeneous Social Network Alignment through Synergistic Graph Partition
Yuxiang Ren, Lin Meng, and Jiawei Zhang
31st ACM Conference on Hypertext and Social Media (HT’20), Virtual Edition, July 13-15
DEAM: Adaptive Momentum with Discriminative Weight for Stochastic Optimization
Jiyang Bai, Yuxiang Ren and Jiawei Zhang
IEEE/ACM International Conference on Advances in Social Network Analysis and Mining (ASONAM ’20), Virtual, December 7-10
Adversarial Active Learning based Heterogeneous Graph Neural Network for Fake News Detection
Yuxiang Ren, Bo Wang, Jiawei Zhang and Yi Chang
20th IEEE International Conference on Data Mining, Sorrento, Italy, November 17-20
Label Contrastive Coding based Graph Neural Network for Graph Classification
Yuxiang Ren, Jiyang Bai and Jiawei Zhang
The 26th International Conference on Database Systems for Advanced Applications (DASFAA ’21), Hybrid Conference, April 11-14
EnsemFDet: An Ensemble Approach to Fraud Detection based on Bipartite Graph
Yuxiang Ren, Hao Zhu, Jiawei Zhang, Peng Dai and Liefeng Bo
IEEE International Conference on Data Engineering (ICDE), Chania, Greece, April 19-22
BGADAM: Boosting based Genetic-Evolutionary ADAM for Neural Network Optimization
Jiyang Bai, Yuxiang Ren and Jiawei Zhang
The 2021 International Joint Conference on Neural Networks (IJCNN ’21), Virtual Event, July 18-22
Fake News Detection on News-Oriented Heterogeneous Information Networks through Hierarchical Graph Attention
Yuxiang Ren and Jiawei Zhang
The 2021 International Joint Conference on Neural Networks (IJCNN ’21), Virtual Event, July 18-22
Ripple Walk Training: A Subgraph-based Training Framework for Large and Deep Graph Neural Network
Jiyang Bai*, Yuxiang Ren* and Jiawei Zhang
The 2021 International Joint Conference on Neural Networks (IJCNN ’21), Virtual Event, July 18-22
Adaptive Momentum with Discriminative Weight for Neural Network Stochastic Optimization
Jiyang Bai*, Yuxiang Ren* and Jiawei Zhang
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
Measuring and Sampling: A Metric-guided Subgraph Learning Framework for Graph Neural Network
Jiyang Bai*, Yuxiang Ren* and Jiawei Zhang
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
Awards
- Student Travel Award, ICDM 2020
- Student Conference Travel Funding, FSU Computer Science Department, 2020
- Student Travel Award, AAAI DLGMA’20
- NSF Student Travel Award, IEEE TPS’19
- NSF Student Travel Award, ICDE’19