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Rufan Bai (白如帆)
Assistant Professor, Master Instructor, Macao Youth Scholars
School of Computer Science and Engineering, Southeast University
Address: Room 508, Building of Computer Science, Jiulonghu Campus, Southeast University, Nanjing, P. R. China
Email: rfbai@seu.edu.cn
I'm currently an Assistant Professor in the School of Computer Science and Engineering at Southeast University.
Before joining the Southeast University, I received my Ph.D. degree from the University of Macau under the supervision of Prof. Xiaowei Wu and Prof. Weijia Jia. I received my MSc degree in Computer Science from Fudan University under the supervision of Prof. Liang Zhang.
Research Interests
I am broadly interested in theoretical computer science and algorithmic game theory. My research interests span various topics in autonomous driving, fair allocation problems and data mining.
Openings
Master at Southeast University
If you are interested in my research and want to join our group, please don't hesitate to send me an email with your CV.
Publications (DBLP)
Tractability of General Contagious Attacks: A Unified Fair Partition Framework for Network Security Games. [PDF]
Rufan Bai, Chao Xu, Chenyang Xu, Ruilong Zhang
TON '26: IEEE Transactions on Networking
GRASP: An Adaptive Defense Learning Framework for Contagious Attacks in Consumer Electronic Device Networks. [PDF]
Rufan Bai, Yiming Yang, Tianyi Xue, Yuhuan Lu, Weiwei Wu, Ali Kashif Bashir, Wei Wang
TCE '26: IEEE Transactions on Consumer Electronics
NOMAD: Lifelong Trajectory Planning via Non-Parametric Bayesian Memory-Adaptive Diffusion Experts. [PDF]
Yixian Chen, Rufan Bai (joint first),Jiangbin Zheng, Yimin Wang, Tiantian Chen, Wei Wang, Yuhuan Lu
ICML '26: Proceedings of the 43rd International Conference on Machine Learning
KnowMTP: A Knowledge-Guided Framework for Multi-Agent Trajectory Prediction in Autonomous Driving. [PDF]
Rufan Bai, Tianyi Xue, Tiantian Zhou, Weiwei Wu, Changle Li, Yuhuan Lu
CVPR '26: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR Findings)
On the Computation of Mixed Strategies for Security Games with General Defending Requirements. [PDF]
Rufan Bai, Haoxing Lin, Xiaowei Wu, Minming Li, Weijia Jia
AIJ '25: Artificial Intelligence
Resource-limited Network Security Games with General Contagious Attacks.
Rufan Bai, Chao Xu, Chenyang Xu, Ruilong Zhang
COCOON '24: The 30th International Computing and Combinatorics Conference
Stackelberg Security Games with Contagious Attacks on a Network: Reallocation to the Rescue. [PDF]
Rufan Bai, Haoxing Lin, Xinyu Yang, Xiaowei Wu, Minming Li, Weijia Jia
JAIR '23: Journal of Artificial Intelligence Research
Multi-agent Online Scheduling: MMS Allocations for Indivisible Items. [PDF]
Shengwei Zhou, Rufan Bai, Xiaowei Wu
ICML '23: In Proceedings of the 40th International Conference on Machine Learning.
Mixed Strategies for Security Games with General Defending Requirements. [PDF]
Rufan Bai, Haoxing Lin, Xinyu Yang, Xiaowei Wu, Minming Li, Weijia Jia
IJCAI '22: In Proceedings of the 31st International Joint Conference on Artificial Intelligence.
Rufan Bai, Haoxing Lin, Xinyu Yang, Xiaowei Wu, Minming Li, Weijia Jia
AAAI '21: In Proceedings of the AAAI Conference on Artificial Intelligence, 35(6), 5135-5142.
Haoxing Lin*, Rufan Bai* (joint first), Weijia Jia, Xinyu Yang, Yongjian You
KDD '20: In Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD '20), 36–46.
Towards a Scalable Framework for Artifact-Centric Business Process Management Systems.
Jiankun Lei, Rufan Bai, Lipeng Guo, Liang Zhang:
WISE 2016: International conference on web information systems engineering. Springer, Cham, 2016, 309-323.
Awards
Second Prize of the Science and Technology Award of the Chinese Institute of Command and Control (CICC)
First prize of 8th CCF-NCSC Software Service Innovation Competition (2017.09)
Shanghai outstanding graduates (2015)
Teaching Experience
2024.02 - 2024.6 (2025.02 - 2025.06), Teacher - Multi-Agent System.
School of Artificial Intelligence, Southeast University.
2022.01 - 2022.5 (2023.01 - 2023.05), Teaching Assistant for CISC2006 - Algorithm Design and Analysis.
Department of Computer and Information Science, Faculty of Science and Technology, University of Macau.
Instructor: Prof. Xiaowei Wu.
2021.08 - 2021.12 (2020.8 - 2020.12), Teaching Assistant for CIVL1000-001 - Computer Science.
Department of Computer and Information Science, Faculty of Science and Technology, University of Macau.
Instructor: Mr. Miguel Gomes da Costa
2021.01 - 2021.05 (2020.01 - 2020.05), Teaching Assistant for CISC7202 - Tools for Machine Learning.
Department of Data Science, Faculty of Science and Technology, University of Macau.
Instructor: Weijia Jia (Dingqi Yang)
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