Qingfu Zhu
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Education
09.2016 - Present: Ph.D. Candidate in Computer Science and Technology. Harbin Institute of Technology. Advisor: Prof. Ting Liu.
09.2015 - 07.2016: Master in Computer Science and Technology. Harbin Institute of Technology. Advisor: Prof. Ting Liu.
09.2011 - 07.2015: Bachelor in Computer Science and Technology. Harbin University of Science and Technology.
Research Interests
Dialogue Systems
Adversarial Learning
Counterfactual Reasoning
Publications
Qingfu Zhu, Weinan Zhang, Ting Liu, and William Yang Wang. Neural stylistic response generation with disentangled latent variables . ACL 2021 (CCF A).
Qingfu Zhu, Weinan Zhang, Ting Liu, and William Yang Wang. Counterfactual off-policy training for neural dialogue generation . EMNLP 2020 (CCF B).
Qingfu Zhu, Lei Cui, Weinan Zhang, Furu Wei, and Ting Liu. Retrieval-enhanced adversarial training for neural response generation . ACL 2019 (CCF A).
Qingfu Zhu, Weinan Zhang, Lei Cui, and Ting Liu. Order-sensitive keywords based response generation in open-domain conversational systems . ACM Transactions on Asian and Low-Resource Language Information Processing (ACM TALLIP, CCF C).
Qingfu Zhu, Weinan Zhang, and Ting Liu. Learning to start for sequence to sequence based response generation . CCIR 2018.
Weinan Zhang, Qingfu Zhu, Yifa Wang, Yanyan Zhao, and Ting Liu. Neural personalized response generation as domain adaptation . World Wide Web (JCR Q1).
Experience
10.2019 - 09.2020: Visiting Student. University of California, Santa Barbara (UCSB). Mentor: William Yang Wang.
11.2017 - 06.2018: Intern Researcher. Microsoft Research Asia (MSRA). Mentor: Lei Cui.
Awards
National Scholarship 2019.
China Scholarship Council (CSC) Scholarship 2019.
Projects
Designed a response generation module using generation-based methods.
Designed a FAQ module using retrieval-based methods.
09.2015 - Present: BenBen Chatbot Project.