Teaching
Data Management Fundamentals
Big Data Analytics
Statistical Models: Theory and Practice
Publications
Conference Papers
- 9. Yunhui Liu, T. He, Qing Wu, Tao Zheng, Jianhua Zhao. Scalable and Adaptive Spectral Embedding for Attributed Graph Clustering. CIKM'24
- 8. Yunhui Liu, Huaisong Zhang, T. He, Tao Zheng, Jianhua Zhao. Bootstrap Latents of Nodes and Neighbors for Graph Self-Supervised Learning. ECML'24
- 7. Wei Yuan, Q. Nguyen, T. He, Liang Chen, Hongzhi Yin. Manipulating Federated Recommender Systems: Poisoning with Synthetic Users and Its Countermeasures. SIGIR'23
- 6. Wei Yuan, C. Yang, Q. Nguyen, Lizhen Cui, T. He, Hongzhi Yin. Interaction-level Membership Inference Attack Against Federated Recommender Systems. WWW'23
- 5. Wei Yuan, Hongzhi Yin, F. Wu, Shijie Zhang, T. He, Hao Wang. Federated Unlearning for On-Device Recommendation. WSDM'23
- 4. Wei Yuan, Quanjun Zhang, T. He, Chunrong Fang, Q. Nguyen, Xiaodong Hao, Hongzhi Yin. CIRCLE: Continual Repair across Programming Languages. ISSTA'22
- 3. Wei Yuan, Hongzhi Yin, T. He, Tong Chen, Q. Wang, Lizhen Cui. Unified Question Generation with Continual Lifelong Learning. WWW'22
- 2. Wei Yuan, T. He, Xinyu Dai. Improving Neural Question Generation using Deep Linguistic Representation. WWW'21
- 1. Chao Guo, T. He, Wei Yuan, Yue Guo, Rui Hao. Crowdsourced Requirements Generation for Automatic Testing via Knowledge Graph. ISSTA'20
Journal Papers
- 5. Yunhui Liu, T. He, Tao Zheng, Jianhua Zhao. Negative-Free Self-Supervised Gaussian Embedding of Graphs. Neural Networks (2024)
- 4. Yunhui Liu, Xinyi Gao, T. He, Tao Zheng, Jianhua Zhao, Hongzhi Yin. Reliable Node Similarity Matrix Guided Contrastive Graph Clustering. TKDE (2024)
- 3. Q. Zhang, Chunrong Fang, W. Sun, Y. Liu, T. He, X. Hao, Zhenyu Chen. APPT: Boosting Automated Patch Correctness Prediction via Fine-Tuning Pre-Trained Models. TSE (2024)
- 2. Xin Chen, He Jiang, Xiaochen Li, Liming Nie, Dongjin Yu, T. He, Zhenyu Chen. A Systemic Framework for Crowdsourced Test Report Quality Assessment. EMSE (2020)
- 1. T. He, Lian Hao, Zemin Qin, Zhenyu Chen, Bin Luo. PTM: A Topic Model for the Inferring of the Penalty. JCST (2018)
Suggested Readings
The Three Golden Rules for Successful Scientific Research
Ten Simple Rules to Becoming a Principal Investigator
Beng Chin Ooi Speaks Out on Building a Strong Database Group
A Letter to the Lab Members from PU
Efficient Reading of Paper in Science and Technology
Some modest advice for graduate students
How to Succeed in Graduate School
How to do Research At the MIT AI Lab
Useful Things to Know About Ph.D Thesis Research