One paper is accepted by ECML-PKDD'23 about Bayesian networks.
I passed my PhD defense.
One paper is accepted by ICWS'23 about social recommendation.
One paper is accepted by ICDM'22 about user interest modeling and online advertising.
I got Recognition Award of 2021 Tencent Rhino-Bird Research Elite Training Program.
I got student travel grant of SIGIR 2022.
One paper is accepted by SIGIR'22 about CTR prediction and online advertising.
Ph.D. advised by Prof. Xiaofeng Gao
Advanced Network Laboratory (ANL)
SEIEE 3-309 (East)
wozhengzw AT gmail.com, waydrow AT sjtu.edu.cn
• CV • Google Scholar • GitHub
I am a Ph.D. candidate in Shanghai Jiao Tong University (SJTU), advised by Prof. Xiaofeng Gao. I received B.E. in Computer Science from Ocean University of China (OUC) in June 2018, where I was advised by Prof. Yingjian Liu. I was a research intern at Tencent TEG in 2021. My research interests include social network, recommendation system, and data mining.
|Shanghai Jiao Tong University (SJTU)
Ph.D. in Computer Science Sept. 2018 - Present, Shanghai, China
Advisor: Prof. Xiaofeng Gao
|National University of Singapore (NUS)
CSC Visiting Ph.D. Student in Computer Science Jan. 2022 - Jan. 2023, Singapore
Advisor: Prof. Anthony K. H. Tung
|Ocean University of China (OUC)
B.E. in Computer Science Aug. 2014 - Jun. 2018, Qingdao, China
Advisor: Prof. Yingjian Liu
|RBNets: A Reinforcement Learning Approach for Learning Bayesian Network Structure
Zuowu Zheng, Chao Wang, Xiaofeng Gao, and Guihai Chen
The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), Turin, Italy, September 18-22, 2023.
|ExpoEv: Enhancing Social Recommendation Service with Social Exposure and Feature Evolution
Li Ma, Zuowu Zheng, Xiuqi Huang, Zhaoxiang Zhang, Xiaofeng Gao, Jianxiong Guo, and Guihai Chen
IEEE International Conference on Web Services (ICWS), Chicago, USA, July 2-8, 2023.
|AutoAttention: Automatic Field-Pair Selection for Attention in User Behavior Modeling
Zuowu Zheng, Xiaofeng Gao, Junwei Pan, Qi Luo, Guihai Chen, Dapeng Liu, and Jie Jiang
The 22nd IEEE International Conference on Data Mining (ICDM), Orlando, USA, November 28 – December 1, 2022. (Full)
|HIEN: Hierarchical Intention Embedding Network for Click-Through Rate Prediction
Zuowu Zheng, Changwang Zhang, Xiaofeng Gao, and Guihai Chen
The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), Madrid, Spain, July 11-15, 2022. (Full)
|Predicting Hot Events in the Early Period through Bayesian Model for Social Networks
Zuowu Zheng, Xiaofeng Gao, Xiao Ma, and Guihai Chen
IEEE Transactions on Knowledge and Data Engineering (TKDE), Volume 34, Issue 3, pp.1390-1403, March 1, 2022.
|Social Circle and Attention Based Information Popularity Prediction
Zuowu Zheng, Siqi Shao, Xiaofeng Gao, and Guihai Chen
Chinese Journal of Computers (计算机学报), Volume 44, Number 5, May 2021.
|Popularity Prediction for Single Tweet based on Heterogeneous Bass Model
Xiaofeng Gao, Zuowu Zheng, Quanquan Chu, Shaojie Tang, Guihai Chen, and Qianni Deng
IEEE Transactions on Knowledge and Data Engineering (TKDE), Volume 33, Issue 5, pp.2165-2178, May 1, 2021.
|SATP: Sentiment Augmented Topic Popularity Prediction on Social Media
Weizhi Gong, Zuowu Zheng, Xiaofeng Gao, and Guihai Chen
The 17th International Conference on Service Oriented Computing (ICSOC), Toulouse, France, October 28-31, 2019. (Poster)
|Tencent TEG (Wechat Industry Ad Group)
Research Intern Jun. 2021 – Dec. 2021, Shenzhen, China
Mentor: Changwang Zhang
|Tencent TEG (Wechat Ad Ranking Group)
Research Intern Dec. 2020 – Jun. 2021, Shenzhen, China
Mentor: Junwei Pan
Honors and Awards
|AI Conference Deadlines|
|Tmall dataset of IJCAI 2015 Contest|
|Ad Click Data on Taobao|
|Machine Learning Reading List|
|Deep Learning Reading List|
Last update: June 6, 2023. Webpage template borrows from Prof. Xiangnan He.