| Discipline | Project Title | Principal Investigator |
| AI & Data Science | Stereo Videos for Photorealistic and Geometrically Correct 3D and 4D Generation | Professor Gao, Shenghua |
| AI & Data Science | Hypothesis Testing for Large Graph Databases | Professor Cheng, Reynold Chun-Kong |
| AI & Data Science | Smart Data for Smarter AI: Automated Target Visual Dataset Discovery and Purification for Training Domain Expert Models | Professor Qi, Xiaojuan |
| Computer Science | Generalized Density Decompositions: A Unified Framework for Advancing Differential Privacy, Market Dynamics, and Online Allocation | Professor Chan, Hubert Tsz Hong |
| Computer Science | Optimizing Large Multimodal Model Training and Inference | Professor Wu, Chuan |
| Computer Science | Contract Design and Information Design Under an Uncertain Prior | Professor Huang, Zhiyi |
| Computer Science | Safety-Driven Diffusion Policy for Embodied AI in Elderly Care | Professor Luo, Ping |
| Computer Science | Transforming Wireless Sensing via Interpretable Deep Learning with White-Box Transformers | Professor Wu, Chenshu |
| Computer Science | Local Contextual Type Inference | Professor Dos Santos Oliveira, Bruno Cesar |
| Computer Science | Holistic 4D Scene Understanding with Point Cloud Vectorization | Professor Zhao, Hengshuang |
| Statistics and Actuarial Science | Geometry-aware and physics-grounded dynamic 3D scene modeling, understanding, and interaction | Professor Han, Kai |
| Discipline | Project Title | Principal Investigator |
| AI & Data Science | From Watching Videos to Interacting with Videos: Generating Streaming Videos with User Action and Reaction in the Loop | Professor Liu, Xihui |
| Computer Science | Foundation Models for Multiplexed Imaging: Methods and Applications | Dr. 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 | Achieving High-performance and Reliable Transaction/Analytical Processing in Edge Computing | Professor Cui, Heming |
| Computer Science | Efficient Multi-Task LLM Generative Serving in Heterogeneous Clusters | Professor Wu, Chuan |
| Computer Science | New Methods for Large-scale Motion Prediction for Car Accident Avoidance via Adversarial Diffusion Models | Professor Luo, Ping |
| Computer Science | Statistical Acoustic Sensing: Theories, Techniques, and Applications | Professor Wu, Chenshu |
| Statistics and Actuarial Science | Taming foundation models to discover, generate, and describe novel concepts | Professor Han, Kai |
| Discipline | Project Title | Principal Investigator |
| Computer Science | A Novel Approach to Software Debloating: Improving Security and Performance in Post-Deployment Environments | Professor Qian, Chenxiong |
| Computer Science | Arbitrary-Control Backdoor Threats in Federated Learning: Attacks and Defenses | Professor Chow, Ka Ho |
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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