Dacheng Wen

Dacheng Wen

The University of Hong Kong

Welcome!

I am currently pursuing my Ph.D. degree with the Department of Computer Science at The University of Hong Kong, supervised by Prof. Francis C.M. Lau and Dr. Yupeng Li.

My research interests include robust machine learning and online algorithms (including learning-augmented online algorithms).

If you are interested in my works or looking for some discussions, please let me know by email at any time.

đź“ť Publications

  • [IEEE INFOCOM’24] Dacheng Wen, Yupeng Li, and Francis C.M. Lau, “Augment Online Linear Optimization with Arbitrarily Bad Machine-Learned Predictions”, IEEE International Conference on Computer Communications, 2024.

  • [IEEE ICDCS’24] Dacheng Wen, Yupeng Li, Xiaoxi Zhang, and Francis C.M. Lau, “Robust Decentralized Online Optimization against Malicious Agents”, IEEE International Conference on Distributed Computing Systems, 2024.

  • [IEEE ICDCS’24] Dacheng Wen, Yupeng Li, and Francis C.M. Lau, “Augment Decentralized Online Convex Optimization with Arbitrarily Bad Machine-Learned Predictions”, IEEE International Conference on Distributed Computing Systems, 2024. (PhD Symposium)

  • [ACM WWW’24] Yupeng Li, Haorui He, Jin Bai, and Dacheng Wen, “MCFEND: A Multi-source Benchmark Dataset for Chinese Fake News Detection”, ACM The Web Conference, 2024.

  • [ACM WWW’24] Yifeng Luo, Yupeng Li, Dacheng Wen, and Liang Lan, “Message Injection Attack on Rumor Detection Under the Black-Box Evasion setting Using Large Language Model”, ACM The Web Conference, 2024.

  • [IEEE T-ITS] Dacheng Wen, Yupeng Li, and Francis C.M. Lau, “A Survey of Machine Learning-Based Ride-Hailing Planning”, IEEE Transactions on Intelligent Transportation Systems, vol. 25, no. 6, pp. 4734-4753, 2024.

  • [IEEE Network] Dacheng Wen*, Yupeng Li*, and Francis C.M. Lau, “Byzantine-Resilient Online Federated Learning with Applications to Network Traffic Classification”, IEEE Network, vol. 37, no. 4, pp. 145-152, 2023. (*Co-first author)

  • [IEEE ICDM’23] Yupeng Li, Dacheng Wen*, Haorui He, Jianxiong Guo, Xuan Ning, and Francis C.M. Lau, “Contextual Target-Specific Stance Detection on Twitter: Dataset and Method”, IEEE International Conference on Data Mining, 2023. (*Corresponding author)

  • [IEEE SECON’23] Yupeng Li, Dacheng Wen, and Mengjia Xia, “Robust Decentralized Online Learning against Malicious Data Generators and Dynamic Feedback Delays with Application to Traffic Classification”, IEEE International Conference on Sensing, Communication, and Networking, 2023.

  • [HILL Workshop at ICML’20] Yupeng Li, Mengjia Xia, Dacheng Wen, Cheng Zhang, Meng Ai, and Qun Li, “Online Ride-sharing Pricing with Fairness”, Workshop on Human in the Loop Learning at International Conference on Machine Learning, 2020.

đź“– Educations

  • 2019.09 - 2020.12: Master of Science in Computer Science (Stream: Financial Computing), Department of Computer Science, The University of Hong Kong, Hong Kong.

  • 2015.09 - 2019.06: Bachelor of Engineering (Major: Computer Science and Technology), College of Information Science and Technology, Jinan University, Guangzhou.

đź’» Internships