About Me
I am Kemou Li (李科谋), currently a first-year PhD student in Computer Science at State Key Laboratory of Internet of Things for Smart City (SKL-IOTSC), University of Macau, supervised by Prof. Jiantao Zhou. Prior to that, I received my Bachelor’s Degree in Mathematics from Sun Yat-sen University in 2021, supervised by Prof. Zhiwei Wu, and my Master’s Degree in Artificial Intelligence from University of Macau in 2023, supervised by Prof. Jiantao Zhou. I also work closely with Fengpeng Li and Prof. Haiwei Wu.
Research Interests
- Trustworthy ML: Adversarial Training, Label-noise Learning, Machine Unlearning
- AI Security and Forensics: Membership Inference, Backdoor Learning, Deepfake Detection
Recent News
- [2024-09] One paper about adversarial training is accepted to NeurIPS 2024.
- [2024-09] Our team wins the championship (1/706) at the Global Multimedia Deepfake Detection Challenge (Image Track) on the 2024 Inclusion Conference on the Bund. [NEWS]
- [2024-08] Start my PhD journey @UM.
- [2023-12] One paper about label-noise learning is accepted to AAAI 2024 (Oral).
Selected Publications
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NeurIPS-24
Fengpeng Li, Kemou Li, Haiwei Wu, Jinyu Tian, Jiantao Zhou
The 38th Annual Conference on Neural Information Processing Systems (NeurIPS-24), Vancouver, 2024.
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AAAI-24
Fengpeng Li, Kemou Li, Jinyu Tian, Jiantao Zhou
The 38th AAAI Conference on Artificial Intelligence (AAAI-24), Vancouver, 2024.
Academic Service
Journal Reviewer
- IEEE Transactions on Information Forensics & Security (TIFS)
Conference Reviewer / Program Committee
- Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2024
Teaching Experience
Teaching Assistant @UM
- CISC7202(PG) Tools for Machine Learning, Lecturer: Prof. Zhedong Zheng, Spring 2025
- CISC7014(PG) Advanced Topics in Computer Science (Image Processing and Pattern Recognition), Lecturer: Prof. Yuan Yan Tang, Fall 2024
Miscs
- Sports Enthusiast: Passionate about running, swimming, and basketball. Completed two half marathons in 2023 (Macao and Hengqin) and twice ranked top-four in Shantou swimming competitions. NBA enthusiast for over 15 years.
- Music Lover: Enjoys rock (post-rock, shoegaze, Britpop) and cool jazz. Radiohead fan, amateur flutist, and novice guitarist.
- Cinephile: Favorites includes Blade Runner, The Sheltering Sky, and Twin Peaks. Admirer of David Lynch, Ridley Scott, and Wen Jiang. [Douban]
- Traditional Arts: Skilled in Chinese chess and calligraphy, earning multiple awards in Guangdong tournaments.
- Others: Beginner mixologist, historic architecture devotee, and fervent reader of Latin American literature.
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