| CSE |
GUO, Song |
An LLM-Based Multi-Agent System for Financial Trading Simulation and Strategy Backtesting |
2024-25 Summer - Ongoing |
| CSE |
GUO, Song |
Decoupled KV Cache Compression for Efficient Long-Context LLM Inference |
2024-25 Spring - Ongoing |
| CSE |
GUO, Song |
Foundation Model-as-a-Service at Edge |
2023-24 Summer - 2025-26 Summer |
| CSE |
GUO, Song |
Real-Robot Reinforcement Learning with World Models and Vision-Language-Action Models |
2025-26 Fall - 2025-26 Summer |
| CSE |
GUO, Song |
Safe Diffusion Models for Robust AI Generation |
2024-25 Fall - Ongoing |
| CSE |
HSIAO, Janet Hui-wen |
Action recognition and prediction in humans and AI |
2025-26 Fall - Ongoing |
| CSE |
LI Xiaomeng |
Visual-Language Large Foundation Models and Their Applications in Medical Image Analysis |
2023-24 Summer - Ongoing |
| CSE |
LI, Mo |
Advanced Air-to-Ground Network Design for Low-Altitude Economy |
2024-25 Spring - Ongoing |
| CSE |
LI, Mo |
Making Large Language Models (LLMs) Interact with Physical World |
2023-24 Summer - Ongoing |
| CSE |
MA, Xiaojuan |
Assess User Experience to Design Effective Visual Representation and Interaction in Virtual Reality |
2021-22 Summer - Ongoing |
| CSE |
MA, Xiaojuan |
Evolving Online Communities: Challenges and AI-Driven Collaborative Solutions |
2025-26 Fall - Ongoing |
| CSE |
MA, Xiaojuan |
Exploring Synergy Between Humans and Robots via Interaction Design and Implementation |
2025-26 Spring - Ongoing |
| CSE |
MA, Xiaojuan |
Interaction Design for Human-AI Collaboration |
2021-22 Summer - Ongoing |
| CSE |
NARECHANIA, Arpit Ajay |
Building a Visual Analytics Tool for Movies |
2025-26 Spring - Ongoing |
| CSE |
NARECHANIA, Arpit Ajay |
Building and Studying Enhanced UI Controls to Improve Visual Data Analysis |
2024-25 Summer - Ongoing |
| CSE |
NARECHANIA, Arpit Ajay |
Evaluating reading habits in multilingual visualizations |
2025-26 Spring - Ongoing |
| CSE |
NARECHANIA, Arpit Ajay |
Evaluating reading habits in RTL data visualizations |
2025-26 Spring - Ongoing |
| CSE |
NARECHANIA, Arpit Ajay |
Studying how users really use multi agent systems |
2025-26 Spring - Ongoing |
| CSE |
NARECHANIA, Arpit Ajay |
Visualizing Text-based Emergency Notifications |
2025-26 Spring - Ongoing |
| CSE |
NARECHANIA, Arpit Ajay |
Visualizing Transportation Networks |
2025-26 Spring - Ongoing |
| CSE |
OUYANG, Xiaomin |
A Multimodal Wearable and Camera-Based System for Behavior Monitoring and Personalized Intervention in Children with Autism |
2025-26 Fall - Ongoing |
| CSE |
OUYANG, Xiaomin |
Accelerating inference of Large Language Models on Resource-Constrained Devices |
2025-26 Fall - Ongoing |
| CSE |
OUYANG, Xiaomin |
Detecting high-risk patient behaviors in ICUs with edge cameras systems |
2024-25 Summer - Ongoing |
| CSE |
OUYANG, Xiaomin |
LLM-Assisted Multimodal Sensing on Mobile Devices |
2024-25 Fall - Ongoing |
| CSE |
OUYANG, Xiaomin |
Understanding Human Cognition and Behaviors with Multimodal Wearable BCI Systems |
2024-25 Spring - Ongoing |
| CSE |
PARREAUX Lionel |
Compilation, Optimization, and Metaprogramming |
2020-21 Summer - 2030-31 Fall |
| CSE |
PARREAUX Lionel |
Development on new compiler for the ARTIQ system for quantum information experiments (COMP) |
2021-22 Summer - 2030-31 Fall |
| CSE |
PARREAUX Lionel |
Programming Language Design and Implementation |
2020-21 Summer - 2030-31 Fall |
| CSE |
QU, Huamin |
Automated Design of Domain-Specific Representations for Scientific Discovery and Manufacturing |
2025-26 Spring - 2026-27 Summer |
| CSE |
SHE, Dongdong |
Investiating the Security and Privacy Risk in Third-Party LLM API Provider |
2025-26 Spring - 2026-27 Summer |
| CSE |
SHEN, Jiasi |
Compiler Optimization Guided by Machine Learning |
2024-25 Summer - Ongoing |
| CSE |
SHEN, Jiasi |
Evaluating and Improving LLMs' Code Generation Capabilities |
2024-25 Summer - Ongoing |
| CSE |
SONG Yangqiu |
Epidemiological Multi-Agent System Safety |
2025-26 Spring - Ongoing |
| CSE |
SONG Yangqiu |
Long-Context Multimodal Benchmark for MLLMs |
2025-26 Spring - Ongoing |
| CSE |
SONG Yangqiu |
Mental State Reasoning for Knowledge Graph |
2023-24 Summer - Ongoing |
| CSE |
SONG Yangqiu |
Mental State Reasoning for Large Language Models |
2023-24 Summer - Ongoing |
| CSE |
SONG Yangqiu |
Query Engines on Heterogeneous Data, Particularly Graph and Tabular Structures |
2025-26 Spring - Ongoing |
| CSE |
WONG, Raymond Chi Wing |
Efficient Queries over Database |
2013-14 Summer - 2030-31 Summer |
| CSE |
WONG, Raymond Chi Wing |
Knowledge Discovery over Database |
2013-14 Summer - 2030-31 Summer |
| CSE |
XIE, Wentao |
On-skin Interaction Design for Smart Watches with Friction Sounds |
2024-25 Spring - 2025-26 Spring |
| CSE |
XU, Dan |
Efficient Vision-Language-Action (VLA) Model for Robot Learning |
2024-25 Spring - 2025-26 Summer |
| CSE |
XU, Dan |
Open World Understanding based on Large Vision-Language Models |
2023-24 Summer - 2025-26 Summer |
| CSE |
XU, Dan |
Trainable End-to-End VLM Agent for 3D Scene Manipulation |
2025-26 Spring - Ongoing |
| CSE |
YUAN, Binhang |
Agentic LLM Applications for Climate Science |
2025-26 Spring - 2028-29 Summer |
| CSE |
YUAN, Binhang |
Honor ML System Research |
2025-26 Fall - 2028-29 Summer |
| CSE |
YUAN, Linping |
A Visual Analytics System with Agentic AI to Identify Usability Issues in Augmented Reality |
2025-26 Spring - Ongoing |
| CSE |
ZHANG Nevin Lianwen |
Evaluating AlphaFold3 on D-Amino Acids |
2025-26 Fall - Ongoing |
| CSE |
ZHANG Qian |
FitCoach – LLM-Powered Virtual Personal Trainer with Real-Time Wearable Feedback |
2024-25 Summer - Ongoing |
| CSE |
ZHANG Qian |
NutriGuide – Personalized AI Nutritionist with LLM and Wearable Integration |
2024-25 Summer - Ongoing |
| CSE |
ZHOU, Xiaofang |
High Quality Scalable Data Management for AI Applications |
2025-26 Fall - Ongoing |
