Zeming Liu

prof_pic.jpg

Email: zmliu [at] buaa [dot] edu [dot] cn

Address: No. 37 Xueyuan Road, Haidian District, Beijing

Postal Code: 100191

I am currently an Associate Professor at Beihang University, working closely with Prof. Yunhong Wang and Prof. Haifeng Wang. Before that, I received a B.E. degree from the Harbin Institute of Technology, an M.S. degree from Peking University, and a Ph.D. degree from Harbin Institute of Technology, under the supervision of Prof. Haifeng Wang (the first Chinese president of the ACL, the founding chair of the AACL, ACL Fellow, IEEE Fellow, CAAI Fellow and Academician of International Eurasian Academy of Science). My current research fields include (multimodal) large language model, agent (mainly focus on tool learning, planning, memory, self-evolving, GUI agent, embodied intelligence), natural language processing, and have published 60 papers in refereed journals and conference proceedings, such as Nature Communications (corresponding author), TKDE, SCIS, ICML, ACL, CVPR, EMNLP, NAACL, AAAI, and ACM MM.

I have guided 8 undergraduate students to publish papers as the first authors in international top-tier conferences. I guided students to secure 2 “Champion” titles (ranking first nationwide, with a total of 122 such titles awarded across the country) and 1 Special Prize (ranking among the top five nationwide) in the 2025 China Youth Science and Technology Innovation “Solution Proposal and Leadership Challenge” Competition (also known as the National Challenge Cup, hailed as the “Olympic Games” for contemporary college students’ scientific and technological innovation). I have led multiple projects related to large language models and possess extensive experience in research and development. The tools developed by me receive nearly a hundred million daily calls on average. My research achievements have been widely applied in companies such as Baidu, Meituan, and Kuaishou, yielding significant benefits.

I am recruiting Ph.D. and Master's students. Interested candidates are welcome to contact me directly via email. I will carefully read all emails and respond promptly.

news

Aug 21, 2026 8 papers accepted by EMNLP 2026.
Jul 08, 2026 Our paper PEAP received the ACL 2026 SAC Highlight Award.
Apr 15, 2026 7 papers accepted by ACL 2026.
Oct 01, 2025 Paper accepted by PLOS Computational Biology.
Aug 21, 2025 5 out of 7 papers accepted by EMNLP 2025.
Jun 13, 2025 Paper accepted by Nature Communications.
May 15, 2025 10 out of 15 papers accepted by ACL 2025.
Feb 27, 2025 1 out of 1 paper accepted by CVPR 2025.
Jan 23, 2025 2 out of 3 papers accepted by NAACL 2025.
Dec 10, 2024 4 out of 6 papers accepted by AAAI 2025.

selected publications

  1. Nature Communications
    A chemical autonomous robotic platform for end-to-end synthesis of nanoparticles
    Fan Gao, Hongqiang Li, Zhilong Chen, Yunai Yi, Shihao Nie, Zihao Cheng, Zeming Liu (corresponding author), Yuanfang Guo, Shumin Liu, Qizhen Qin, Zhengjian Li, Lisong Zhang, Han Hu, Cunjin Li, Liang Yang, Yunhong Wang, and Guangxu Chen
    2025
  2. ACL
    Towards Conversational Recommendation over Multi-Type Dialogs
    Zeming Liu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, and Ting Liu
    2020
  3. TKDE
    Graph-grounded goal planning for conversational recommendation
    Zeming Liu, Ding Zhou, Hao Liu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu, and Hui Xiong
    2022
  4. ACL
    Where to Go for the Holidays: Towards Mixed-Type Dialogs for Clarification of User Goals
    Zeming Liu, Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, and Hua Wu
    2022
  5. ACL
    XDailyDialog: A multilingual parallel dialogue corpus
    Zeming Liu, Ping Nie, Jie Cai, Haifeng Wang, Zheng-Yu Niu, Peng Zhang, Mrinmaya Sachan, and Kaiping Peng
    2023
  6. SCIS
    Towards few-shot mixed-type dialogue generation
    Zeming Liu, Haifeng Wang, Zeyang Lei, Zheng-Yu Niu, Hua Wu, and Wanxiang Che
    2025