CCDS Theses

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Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 89
Issue DateTitleAuthor(s)
2025Is causality the solution to machine unlearning?Wu, Yufei
2025Human-centric 3D representation learningHong, Fangzhou
2025Design and optimization of multi-material distribution on 3D partsLi, Haoxiang
2025Towards trustworthy and reliable language modelsZhao, Ruochen
2025Learning latent graph structures for graph neural networksZhou, Haicang
2025Conceptual metaphor processing and its applicationGe, Mengshi
2025Mechanism decoding and de novo design of drug molecules with deep learning for targeted therapyWang, Conghao
2025Making language models better human-like learnersQin, Chengwei
2025Hybrid U-net transformer for brain tumour and lesion segmentation from limited data and labelsSoh, Wei Kwek
2025Incentive mechanisms for multi-tenant tropical data centersWang, Rongrong
2025Compact shape reconstruction in deep learningRen, Daxuan
2025Advancing sentiment understanding and safety in NLP systemsDeng, Yue
2025Artificial intelligence-driven contact-free vital signs monitoringZhang, Shujie
2025Inverse machine learning for multi-criteria decision makingTan, Chin Sheng
2024Building trustworthy AI for healthcare: a focus on explainability, uncertainty, and privacyZhang, Yanci
2025Enhancement and evaluation of generalization in deep learning for classification tasksXie, Renchunzi
2025Decision-making with cooperative multi-agent reinforcement learningSun, Jing
2025Machine learning based approach for sensory stimulated EEG signal classificationTong, Chengxuan
2025Learning strategies for physics-informed neural networksWong, Jian Cheng
2025Advancing 3D scene understanding through discriminative and generative learning approachesTang, Zhe Jun
Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 89