| Discipline | Project Title | Principal Investigator |
| AI & Data Science | Deep Learning with Fewer Labels: Algorithmic Advances and Theoretical Foundations | Professor Cao, Yuan |
| AI & Data Science | Hypothesis Testing for Large Graph Databases | Professor Cheng, Reynold Chun-Kong |
| AI & Data Science | Stereo Videos for Photorealistic and Geometrically Correct 3D and 4D Generation | Professor Gao, Shenghua |
| AI & Data Science | Geometry-aware and physics-grounded dynamic 3D scene modeling, understanding, and interaction | Professor Han, Kai |
| AI & Data Science | Safety-Driven Diffusion Policy for Embodied AI in Elderly Care | Professor Luo, Ping |
| AI & Data Science | Resilient Hierarchical Imitation Learning for Long-Horizon General-Purpose Manipulation | Professor Pan, Jia |
| AI & Data Science | Adapting Pathology Foundation Models with Clinically Relevant Knowledge for Precise Soft Tissue Sarcoma Diagnosis and Prognosis | Professor Yu, Lequan |
| AI & Data Science | Holistic 4D Scene Understanding with Point Cloud Vectorization | Professor Zhao, Hengshuang |
| AI & Data Science | Towards the Foundation of Diffusion Inference and Score Learning in Diffusion Models: Advanced Theories and New Algorithms | Professor Zou, Difan |
| Computer Science | Generalized Density Decompositions: A Unified Framework for Advancing Differential Privacy, Market Dynamics, and Online Allocation | Professor Chan, Hubert Tsz Hong |
| Computer Science | Quantum process thermodynamics for the design of resource-efficient quantum technologies | Professor Chiribella, Giulio |
| Computer Science | Contract Design and Information Design Under an Uncertain Prior | Professor Huang, Zhiyi |
| Computer Science | Local Contextual Type Inference | Professor Oliveira, Bruno |
| Computer Science | Advances in (Semi)-Device-Independent Quantum Cryptography using Generalised Bell and Kochen-Specker Theorems | Professor Ramanathan, Ravi |
| Computer Science | Transforming Wireless Sensing via Interpretable Deep Learning with White-Box Transformers | Professor Wu, Chenshu |
| Computer Science | Optimizing Large Multimodal Model Training and Inference | Professor Wu, Chuan |
| Computer Science | Towards the ultimate precision of noisy many-body quantum metrology | Professor Yang, Yuxiang |
| Statistics and Actuarial Science | Nonparametric Martingale Posteriors for Markov Processes | Professor Fong, Chung Hang Edwin |
| Statistics and Actuarial Science | Interpretable and Efficient Autoregressive Models for High-Dimensional Tensor-Valued Time Series | Professor Li, Guodong |
| Discipline | Project Title | Principal Investigator |
| AI & Data Science | Vision Language Foundation Intelligent System for Early CNS Tumor Diagnosis and Interpretation from Presurgical Multi-Modal Data | Professor Qu, Liangqiong |
| AI & Data Science | Foundation Models for Multiplexed Imaging: Methods and Applications | Professor Wu, Zhenqin |
| Computer Science | Sampling and Approximate Counting for Undirected Graphical Models via Influence Bounds | Professor Feng, Weiming |
| Discipline | Project Title | Principal Investigator |
| Computer Science | Modelling, Perception, Learning and Reaction of Human Feedback for Open-World Mixed Autonomy | Professor Pan, Jia |
| Computer Science | Quantum sensors with optimized complexity for the NISQ era | Professor Yang, Yuxiang |
| Computer Science | Next Generation Visual Perception in Open-world by Learning from Multi-Source Data | Professor Yu, Yizhou |
| Discipline | Project Title | Principal Investigator |
| AI & Data Science | Taming foundation models to discover, generate, and describe novel concepts | Professor Han, Kai |
| AI & Data Science | New Methods for Large-scale Motion Prediction for Car Accident Avoidance via Adversarial Diffusion Models | Professor Luo, Ping |
| AI & Data Science | Dynamic non-prehensile manipulation of cloth fabric using multi-modal planning | Professor Pan, Jia |
| Computer Science | Achieving High-performance and Reliable Transaction/Analytical Processing in Edge Computing | Professor Cui, Heming |
| Computer Science | Statistical Acoustic Sensing: Theories, Techniques, and Applications | Professor Wu, Chenshu |
| Computer Science | Efficient Multi-Task LLM Generative Serving in Heterogeneous Clusters | Professor Wu, Chuan |
| Computer Science | Energy-efficient optimal quantum metrology: fundamental limits, protocols, and indefinite causal orders | Professor Yang, Yuxiang |
| Statistics and Actuarial Science | Integrating heterogenous data to enhance gene discovery power in transcriptome-wide association studies | Professor Zhang, Yan |
| Statistics and Actuarial Science | New models for conditional heteroskedasticity of matrix and tensor time series | Professor Zhu, Ke |
| Discipline | Project Title | Principal Investigator |
| AI & Data Science | Enhancing Privacy in Deep Learning: Algorithmic Advances and Theoretical Foundations | Professor Cao, Yuan |
| AI & Data Science | Advancing Sampling Methods via Diffusion-Based Monte Carlo | Professor Zou, Difan |
| Computer Science | Arbitrary-Control Backdoor Threats in Federated Learning: Attacks and Defenses | Professor Chow, Ka Ho |
| Computer Science | A Novel Approach to Software Debloating: Improving Security and Performance in Post-Deployment Environments | Professor Qian, Chenxiong |
| Statistics and Actuarial Science | Recursive Updates for Bayesian Nonparametric Regression | Professor Fong, Chung Hang Edwin |
| Statistics and Actuarial Science | Joint analysis of interval-censored multi-state data, longitudinal data, and competing risks data | Professor Gu, Yu |
| Discipline | Project Title | Principal Investigator |
| Computer Science | Sensing in 6G Cellular Networks | Professor Wu, Chenshu |
| Discipline | Project Title | Principal Investigator |
| Computer Science | Development of a Practical Elderly Fall Detection Solution via Non-Intrusive, Low-Cost Sensing | Professor Wu, Chenshu |
| Discipline | Project Title | Principal Investigator |
| Computer Science | Towards Next-generation Artificial Auditory System with Brain-inspired Technologies | Professor Xu, Dong |
| Discipline | Project Title | Principal Investigator |
| Computer Science | Trustworthy Federated Learning Against Model Leakage | Professor Chow, Ka-ho |
| Discipline | Project Title | Principal Investigator |
| Computer Science | Empowering Hong Kong Finance with A Quantum Algorithm Platform | Professor Zhao, Qi |
| Discipline | Project Title | Principal Investigator |
| Computer Science | Quantum-enhanced Metrology | Professor Yang, Yuxiang |
| Computer Science | Quantum Entangled Subspace and Its Applications | Professor Zhao, Qi |
| Computer Science | Generalization Analysis of Stochastic Optimization Algorithms in Training Neural Network Models | Professor Zou, Difan |
| Discipline | Project Title | Principal Investigator |
| Computer Science | Diamond-based Multi-modal Quantum Sensing of Nanomagnetism | Professor Chiribella, Giulio |
| Computer Science | High-performance Collaborative Edge Computing Enabling Smart City Applications: Framework and Methodologies | Professor Wu, Chuan |
All donations to the Student Emergency Fund will directly support our students as they adapt to changing circumstances.
All donations to the Student Emergency Fund will directly support our students as they adapt to changing circumstances.
All donations to the Student Emergency Fund will directly support our students as they adapt to changing circumstances.
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