Chanjuan Liu

Chanjuan Liu

Dalian University of Technology

I received my Ph.D. degree in Computer Science from Peking University, China, in 2016. I am currently an associate professor, doctoral supervisor of Computer Science at Dalian University of Technology, China. I am a senior member of CCF, winner of Liaoning Youth Science and Technology Award in 2023 (a total of 41 people in the province), selected for the 4th China Association for Science and Technology Youth Talent Support Project (285 people nationwide, 5.9% in computer science), and selected as Dalian Youth Science and Technology Star.

My research interest includes Multi-agent Decision Making and Optimization. I have published more than 50 papers in international journals and conferences, including IEEE Transactions on Cybernetics, IEEE Transactions on Neural Networks and Learning Systems and Automatica.

🔥 News

  • 2024.01:  🎉🎉 The Special issue in Information Sciences is now open for submission [Submission Site] (https://www.editorialmanager.com/INS) [Article Type: VSI: ML and MHs]
  • 2024.01:  🎉🎉 Our paper has been published in Neurocomputing! PHEE
  • 2024.01:  🎉🎉 Our Paper has been published in Expert Systems with Applications! SDI
  • 2023.12:  🎉🎉 Our Paper has been published online in SCIENCE CHINA Information Sciences. InitPMS
  • 2023.11:  🎉🎉 Our paper has been published in PRICAI 2023 Paper
  • 2023.11:  🎉🎉 Our paper has been published in PRICAI 2023 Paper
  • 2023.11:  🎉🎉 IEEE Fellow Nikhil R Pal will give a talk in the third seminar on multi-agent decision-making and optimization!
  • 2023.11:  🎉🎉 NTCI will be held in Qingdao on November 3-5! Conference
  • 2023.10:  🎉🎉 ISCAI will be held in Shanghai on October 13-15, Shanghai, China. [Conference]
  • 2023.09:  🎉🎉 IEEE Fellow Hisao Ishibuchi will give a talk in the second seminar on multi-agent decision-making and optimization!
  • 2023.09:  🎉🎉 Our work on CNP has been published in Information Sciences! Paper

📝 Publications

Selected recent publications:

  • Characterization, verification and generation of trategies in games with resource constraints,C. Liu, E. Zhu, Y. Zhang, Q. Zhang, X. Wei, Automatica, 2022,140:110254.

  • Cross-Inhibitor: a time-sensitive molecular circuit based on DNA strand displacement, C. Liu， Y. Liu, E. Zhu, Q. Zhang, X. Wei, B. Wang, Nucleic Acids Research, 2020, 48(19):10691–10701.
  • Modeling of Agent Cognition in Extensive Games via Artificial Neural Networks, C. Liu, E. Zhu, Q. Zhang and X. Wei, IEEE Transactions on Neural Networks and Learning Systems, 2018, 29(10): 4857-4868.
  • Partition Independent Set and Reduction-Based Approach for Partition Coloring Problem, E. Zhu, F. Jiang, C. Liu* and J. Xu, IEEE Transactions on Cybernetics, 2022, 52, (6): 4960-4969.
  • [SDI: A tool for speech differentiation in user identification], Abdul Basit M, Liu C*, Zhao E, Expert Systems with Applications, 2024, 243: 122866.
  • [Optimizing Local Search-based Partial MaxSAT Solving via Initial Assignment Prediction], Liu C, Liu G, Luo C, Cai S, Lei Z, Zhang W, Chu Y and Zhang G, Science China -Information Sciences, 2023, https://doi.org/10.1007/s11432-023-3900-7.
  • [Identifying the cardinality-constrained critical nodes with a hybrid evolutionary algorithm], C. Liu, S. Ge, Y. Zhang, Information Sciences, 2023, 642:119140.
  • [Exploring the effects of computational costs in extensive games via modeling and simulation], C. Liu, E. Zhu, Q. Zhang, X. Wei, International Journal of Intelligent Systems, 2021, 36(8): 4065-4087.
  • [A note on domination number in maximal outerplanar graphs], C. Liu, Discrete Applied Mathematics, 2021, 293: 90-94.
  • [A logical characterization of extensive games with short sight],C. Liu, F. Liu, K. Su, E. Zhu*, Theoretical Computer Science, 2016, 612, 63-82.
  • [On the semitotal domination number of line graphs], E. Zhu, C. Liu*, Discrete Applied Mathematics, 2019, 254, 295-298.
  • [Dynamic-logical Characterization of Solutions in Sight-limited Extensive Games], C. Liu, F. Liu, et al., Fundamenta Informaticae, 2018, 158: 149-169.
  • [Preference at First Sight], Chanjuan Liu, Electronic Proceedings in Theoretical Computer Science (Theoretical Aspects of Rationality and Knowledge, TARK), 215: 207-226.
  • [Solution of Equations Based on Analog DNA Strand Displacement Circuits], C. Zou, X. Wei, Q. Zhang, C. Liu, Y. Liu, IEEE Transactions on NanoBioscience, 2019, 18(2), 191-204.
  • [融合CNN和Bi-LSTM的miRNA-lncRNA互作关系预测模型], 石文浩,孟军,张朋,刘婵娟, 计算机研究与发展,2019,56(8):1652-1660.
  • [Neighbor product distinguishing total colorings of 2-degenerate graphs], E. Zhu, C. Liu, J. Yu, Journal of Combinatorial Optimization, 2020,39(1):72-76.
  • [Computational Ability in Games: Individual Difference and Dynamics], C. Liu, E. Zhu, Applied Mathematics and Computation, 2017,313-320.
  • [Acyclic 3-coloring of generalized Petersen graphs], E. Zhu, Z. Li, Z. Shao, J. Xu and C. Liu, Journal of Combinatorial Optimization, 2016, 31(2): 902-911.
  • [智能体对手建模研究进展]，刘婵娟，赵天昊，刘睿康，张强，图学学报，2021: 1-10.
  • [A Heuristic Framework for Personalized Route Recommendation Based on Convolutional Neural Networks], R. Zhang, C. Liu*, Q. Zhang and X. Wei, The 20th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2023).
  • [Guiding Task Learning by Hierarchical RL with an Experience Replay Mechanism through Reward Machines], J. Cong, Y. Liu and C. Liu*, The 20th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2023).
  • [PHEE: Identifying influential nodes in social networks with a phased evaluation-enhanced search], E. Zhu, H. Wang, Y. Zhang, K. Zhang, C. Liu*, Neurocomputing, 2024, 572: 127195.
  • [Heuristic Search with Cut-point Based Strategy for Critical Node Problem], Z. Chen, S. Cai, J. Gao, S. Ge, C. Liu and J. Lin, Journal of Computer Science and Technology, 2023.

🎖 Honors and Awards

  • 2023.12 Liaoning Youth Science and Technology Award (a total of 41 People in Liaoning Province in 2023)
  • 2023.05 Excellent Teaching Quality Award of DLUT (a total of 10 People in DLUT in 2022)
  • 2023.05 Excellent headmaster of DLUT
  • 2023.06 China Robotics and Artificial Intelligence Competition National Second Prize
  • 2022.05 Teaching Achievement Award in Liaoning Province
  • 2021.04 Youth Science and Technology Star of Dalian
  • 2019.12 Natural Science Academic Achievement Award in Liaoning Province
  • 2018.12 Young Elite Scientists Sponsorship Program by CAST
  • 2016.01 Outstanding graduates of Beijing
  • 2016.01 Outstanding graduates of Peking University

~~Projects

  • 1X6 Project, 2023-2024
  • General Program of National Natural Science Foundation of China, 2021-2025
  • Youth Fund of the National Natural Science Foundation of China, 2018-2020
  • Young Elite Scientists Sponsorship Program by CAST, 2018-2020
  • Dalian High level Talent Innovation Support Plan

📖 Educations

  • 2010 - 2016, Ph.D., Peking University
  • 2014 - 2015, Joint Ph.D., Amsterdam University

💬 Invited Talks

  • 2023.08, National Conference on Biocomputing and Graph Theory.
  • 2023.08, China Graphics 2023, Seminar on theory and methods on Human-machine-environment fusion.
  • 2021.03, Beijing Normal University.
  • 2020.10, Academic Annual Meeting of the Biocomputing and Bioinformation Processing Committee.
  • 2020.07, The Second Youth Scientists Forum of the Chinese Graphics Society.

💻 Academic Services

  • 2023.12, Guest Editor, Information Sciences.
  • 2023-2026, Editorial Board, Journal of Graphics.
  • 2022-2025, Editorial Board, Computer Technology and Development
  • 2023, Conference Chair, International Symposium on Computing and Artificial Intelligence.
  • 2023, Sessioin Chair, 20th Pacific Rim International Conference on Artificial Intelligence.
  • 2023-today, Committee member, China Computer Federation, Technical Committee on Collaborative Computing.
  • 2022-today, Committee member, China Computer Federation, Technical Committee of Theoretical Computer Science.
  • 2023-today, Senior member, China Computer Federation