张恒通 (Hengtong Zhang)

(Tenure-Track) Professor,
Faculty of Computing, Harbin Institute of Technology,

I’m looking for highly-motivated Ph.D., master and undergraduate students. If you are interested, please drop me an email with the CV.

Research Interests

Lei Huang, Tingyang Xu, Yang Yu, Peilin Zhao, Xingjian Chen, Jing Han, Zhi Xie, Hailong Li, Wenge Zhong, Ka-Chun Wong, Hengtong Zhang (Corresponding). A dual diffusion model enables 3D molecule generation and lead optimization based on target pockets. Nature Communications Vol 15 Issue 1. 2024.
Lei Huang, Hengtong Zhang (Corresponding), Tingyang Xu, Ka-Chun Wong. MDM: Molecular Diffusion Model for 3D Molecule Generation. AAAI 2023.
Hengtong Zhang, Yaliang Li, Bolin Ding, Jing Gao. LOKI: A Practical Data Poisoning Attack Framework against Next Item Recommendations. TKDE 2023.
Hengtong Zhang, Changxin Tian, Yaliang Li, Lu Su, Ning Yang, Wayne Xin Zhao, Jing Gao. Data Poisoning Attack against Recommender System Using Incomplete and Perturbed Data. SIGKDD 2021.
Hengtong Zhang, Lu Su, Jing Gao. Data poisoning attacks against outcome interpretations of predictive models. SIGKDD 2021.
Hengtong Zhang, Yaliang Li, Bolin Ding, Jing Gao. Practical data poisoning attack against next-item recommendation. WebConf 2020.
Hengtong Zhang, Tianhang Zheng, Jing Gao, Chenglin Miao, Lu Su, Yaliang Li, Kui Ren. Data poisoning attack against knowledge graph embedding. IJCAI 2019.
Hengtong Zhang, Yaliang Li, Fenglong Ma, Jing Gao, Lu Su. Texttruth: an unsupervised approach to discover trustworthy information from multi-sourced text data. SIGKDD 2018.

完整论著列表参见 Google Scholar

Refer to Google Scholar for the full publication list.

Ph.D. in Computer Science, State University of New York at Buffalo, 2020 (advisor: Dr. Jing Gao)
M.S. in Computer Science, State University of New York at Buffalo, 2016 (advisor: Dr. Jing Gao)
B.E. in Computer Science and Technology, Beijing University of Posts and Telecommunications, 2013

Email: zhang.hengtong@outlook.com