Honglong Tian @ LAMDA

田鸿龙 Hong-long Tian M.Sc. Student, LAMDA Group Software Institute of Nanjing University National Key Laboratory for Novel Software Technology Nanjing University, Nanjing 210023, China Supervisor: Prof. Yang Yu Email: tianhl {AT} lamda.nju.edu.cn Laboratory: Shaoyifu Building, Xianlin Campus of Nanjing University

Biography

Currently I am a first year graduate student of Software Institute of Nanjing University and a member of LAMDA Group, which is led by professor Zhi-Hua Zhou.

I received my B.Sc. degree in Software Institute of Nanjing University in June 2022. In September 2022, I was admitted to study for a M.Sc. degree in Nanjing University under the supervision of Prof. Yang Yu without entrance examination.

Research Interests

I am interested in Machine Learning, mainly focus on the following subfields:

• Reinforcement Learning
• Causal Discovery
• Causal Representation Learning
• Deep Generative Model

Publication

• Yu-Ren Liu, Biwei Huang, Zhengmao Zhu, Honglong Tian, Mingming Gong, Yang Yu, Kun Zhang. Learning World Models with Identifiable Factorization. Advances in neural information processing systems, 2023

Manuscripts

• Zhengmao Zhu, Xionghui Chen, Honglong Tian, Kun Zhang, Yang Yu. Offline Reinforcement Learning with Causal Structured World Models. arXiv preprint arXiv:2206.01474

• Zhengmao Zhu, Yuren Liu, Honglong Tian, Yang Yu, Kun Zhang. Beware of Instantaneous Dependence in Reinforcement Learning. arXiv preprint arXiv:2303.05458

Awards & Honors

• Second Prize of the people's scholarship in China, Nov. 2019
• Third Prize of the people's scholarship in China, Nov. 2020

Correspondence

Email: tianhl {AT} lamda.nju.edu.cn

Laboratory: Shaoyifu Building, Xianlin Campus of Nanjing University

Address: National Key Laboratory for Novel Software Technology, Nanjing University, Xianlin Campus Mailbox 603, 163 Xianlin Avenue, Qixia District, Nanjing 210023, China
(南京市栖霞区仙林大道163号, 南京大学仙林校区603信箱, 软件新技术国家重点实验室, 210023.)