• High-Speed Camera System
• Multiview Reconstruction for High-Speed Camera

• Computational Camera Model Simulator
• Fast Differentiable Wave Optics
• Mini-Scope Prototype
• High-Speed HDR Imaging

• Python Robotics 
• Quadrotor Robot Design and Autonomous Flight
• Inverse Reinforcement Learning of Robot Manipulation Skills
• Robot Motion Planning for Mobile Target Tracking

• Light-Matter Interactions and Optical Biosensors
• Optical Voice Recorder Using Digital Holography
• Plasmonic Sensors

• Securing Wireless Networks Through Spectrum Awareness and Analytics
• Compute and Memory Efficient SLAM by Leveraging RF-signals
• Smartphone Enabled Ubiquitous Indoor Navigation and Mapping
• Ubiquitous Ultra-wideband Based 6 DoF Tracking and Localization
• Towards Ubiquitous Blood Pressure Sensing with Ambient Light
• Designing a 3-D Printed Smart Orthopedic Implant with WiForceSticker for Implant Health Monitoring
• Low Power IoT Sensor Testbed Based on Backscatter Communication Platform
• Augmenting Multi-Beam 5G mmWave Systems with Environment Sensing
• mmReliable-v2 Improving Reliability of a Multi-User 5G Millimeter-Wave System Using Machine Learning
• Developing 5G New Radio Testbed with Phased Arrays and USRP in Verilog
• sMMart-surface: Reconfigurable Smartsurface for mmwave 5G Connectivity

• Analysis of Visual Attention
• Write Coach
• VR Job Interview Simulation and Coaching
• Compression and Cooperative Perception of Point Clouds
• Machine Learning Based Automated Behavioral Coaching for People with ASD

• Driver’s State of Mind and Intent Detection using Multiple Sensors and Machine Learning

• Estimating Behaviorally Relevant Error from Neural Activity to Advance Speech Prosthesis Design
• Computer Vision-Based Tracking of Songbirds During Vocal Behavior

• 5G mmWave IC Design
• Wireless positioning, MEMS, and Drones

• Design of IP blocks (amplifiers, references, data converters, etc.) in TSMC 65 nm
• Hardware Test Engineer

Kang, Mingu

• Machine learning algorithm optimization for Edge Devices

Koushanfar, Farinaz

• Learning Based Optimization

Le, Hanh-Phuc

• Integrated Wireless Power Transfer
• Power Delivery for Motor Drive
• Stacked Transformer Power Converter for 48V POL Applications

Lin, Bill

• Model Heterogeneity in Federated Learning
• Explainable Machine Learning
• Multi-Core Processor Architecture

Liu, Zhaowei

• Optical Imaging with Deep Learning

Lo, Yuhwa

• Heterogeneous Integration on CMOS
• Machine learning/AI for biomedicine

Lomakin, Vitaliy

• Graphics Interface for an Electromagnetic Simulator
• Electromagnetic Losses in Human Body

Mercier, Patrick

• Low-Power Wireless Communication Systems
• Multi-Modal Wearable Sensors

Milstein, Larry

• Ultra-Low-Power Communications for Drone Applications

Mirarab, Siavash

• Deep learning for (meta)-genomic analyses
• Statistical methods of phylodynamic reconstruction
• Algorithms for analyzing biodiversity using genomic data

Morris, Karcher

• Bringing ECE 5 to High School
• Tools for Marine Robotics Engineering Education
• Design & Development of Wearable Device to Measure a Surgeon’s Ergonomic Performance

Ng, Tse Nga Tina

• Objective assessment of motor disorders
• Understanding Cycle Life of Conducting Polymers as Anodes for High-Energy Supercapacitor

Nomura, Kenji

• Cost-effective p-channel Transistor Development
• Oxide-TFT Development for Memory

Pal, Piya

• Optimization and (Online) Learning for Channel Sensing with Limited Data

Schurgers, Curt

• Engineers for Exploration
• Software Development for Pedagogical Use

Shi, Yuanyuan

• Designing Learning Algorithms for Accelerated Control
• Reinforcement Learning under Large Dynamics Shift
• Data-driven Smart Building Modeling
• A Neural Network Solver for Combinatorial Optimization Problem
• Smart Forecast Catering to a Risk-aversion Decision-maker

Turakhia, Yatish

• GPU Acceleration of Bioinformatics Algorithms
• A Programmable Hardware Accelerator for Dynamic Programming Algorithms
• Algorithms for Pathogen Genomic Surveillance

Vasconcelos, Nuno

• Unsupervised Realistic Visual Question Answering (RVQA)
• Iterative Dataset Collection
• Generalized Bird’s-Eye View (BEV) Perception with Monocular Sequences
• Continual Learning with Deep Understanding of Objects
• Customizing Radiation Cancer Treatment with Deep Learning
• Accurate 3D-Hand Pose Estimation via Multi-Modal Fusion
• Generalizable Neural Radiance Fields (NeRF) with Few Images
• Crowd Localization with Diffusion Models

Wang, Edward

• Smartphone-Based Medical Monitoring and Interventions
• Wearable and Ambient Computing for Noninvasive Digital Health Monitoring

• Robotic Manipulation using Reinforcement Learning with Vision Foundation Model
• Learning Legged Robot Locomotion with Reinforcement Learning
• Imitation Learning for Dexterous Manipulation using Allegro Hand
• Open World Recognition and Generation with Diffusion Models
• Learning Generalizable NeRFs on Large-Scale Data
• Object 6D Pose Estimation in the Wild

Xie, Pengtao

• Leveraging Side Information for Text-to-Image Generation
• Prevent Performance Collapse of Differentiable Neural Architecture Search by Encouraging Transferability
• Automatic Annotation of Objects Based on Image Captions
• Curriculum Self-Supervised Learning
• Reweight Source Data via Tri-Level Optimization

Yip, Michael

• Learning Safe Surgical Manipulation
• Sim-to-Real Control, Planning, for Robotic Manipulation of Deformable Objects
• Data-driven Approaches for Modeling, Control, Learning of Catheter Like Soft/Continuum Robots
• ARCSnake - Screw-Propelled Snake Robots
• Robot Design from the Wild
• Robotic Perception for Manipulation
• Modeling and Planning for Bimanual Deformable Object Manipulation
• Vision-Based Robotic Soft-Tissue Dissection
• Learning to Implicitly Track Deformation in the Surgical Scene

Zhang, Xinyu

• A Millimeter-Wave MIMO Software Radio for Joint Communications and Sensing in 6G
• Life Logging Using Multi-Modal Sensor Fusion
• An Interactive Video Platform to Augment Remote Learning

Zheng, Yang

• Predictive Control for Autonomous Vehicles in Mixed Traffic Systems
• Semidefinite Relaxation for Machine Learning Problems
• Model-Free Learning in Non-Convex Control Problems
• Efficient Algorithm Design for Semidefinite Optimization