Participants

machine learning, healthcare, natural language processing

Optimal and Robust Control, Distributed Control, Data-driven Control, Convex Optimization, Large-scale Systems.  

NLP, Question Answering, Multilingual NLP, Reasoning 

Microfabrication, Flexible Electronics, Wearables, Sensors, Liquid Metal

Computer Architecture, Security, Privacy

human-robot interaction, robot learning, human-centered representation learning, learning from human input

Human-AI Interaction, Human-Robot Interaction, Explainable AI, Human-Centered Reinforcement Learning

Power system resiliency, Utility data, Power distribution reliability, Power system restoration, Data analysis, 

embodiment, architected materials, soft robotics, manipulation, computational design

causal inference, machine learning, algorithmic fairness

Power systems, Optimization, Machine learning

Learning, Control, Optimization, Energy Systems, Theoretical Guarantees

Quantum Computing, Compilers, Architecture

Algorithms, beyond-worst-case, scheduling

machine learning, computational biology, computational genomics, multi-modal learning

software verification, programming languages, software engineering, gradual verification

HCI, computational photography, creativity support, visual design, creative feedback

nano-communication, Terahertz intra-body applications, biosensing, protein signaling

Microwave ablation, thermal therapy, thermoacoustic signals, dielectric spectroscopy 

quantum computing, integrated photonics, photonic neural networks, thermal sustainability, optical mechanics

RF MEMS, Passive EM Devices, Wireless Communication

Automated Reasoning and Synthesis

Natural Language Processing, Multilingual Modeling, Ethics, Interpretation

Machine Learning and Economics, Optimization, Algorithm Design

Information theory, statistical learning theory, inference and estimation

low-power circuit design, VLSI, ML hardware accelerators , biomedical instrumentation and neuromorphic computing

adaptive learning technologies, classroom orchestration, participatory design, K-12 STEM

Internet Resilience, DDoS attacks, Network Reconnaisance 

Human-AI Collaboration, Interpretable ML, Sensemaking, Cognitive Science

power and energy systems, optimization, control, machine learning, infrastructure resilience

human-computer interaction, future of work, community-based participatory design

Computer graphics, Human-computer interaction, Design tools

Natural Language Processing, Responsible AI, Natural Language Generation

Computational biology, single-cell genomics, spatial-temporal analysis 

Mathematical Optimization, Algorithm Design and Analysis, Machine Learning 

human-computer interaction, design, creativity support tools

Nano-electronics, semiconductor device physics, GaN devices and circuits

Natural Language Processing, Multimedia Knowledge, Information Extraction

generative modeling, vision language, embodied AI

optimization, large-scale machine learning, federated learning

Human-Computer Interaction, Security and Privacy, Software Engineering

Machine Learning in Natural Language Processing, Parameter Efficient Learning

Robot Vision, Medical Robotics, Computer Vision for Automation, Surgical Scene Understanding

Convex Optimization, Distributed Algorithms, Machine Learning

graph applications, data supply, memory management

Intelligent biomedical devices, hardware for machine learning, in-sensor biosignal recognition, brain-inspired computing

Deep Learning, Computational Neuroscience, Connectomics

Natural Language Processing, Language Modeling, Knowledge Extraction

Privacy, Fairness, Natural Language Processing

Machine Learning Interpretability, Visualization, Scalable Data Analytics

natural language, multi-agent communication, reinforcement learning

power system control, power system dynamics, power system optimization, renewable energy 

Natural Language Processing, Natural Language Understanding, Model Analysis and Evaluation, Robustness,  Interpretability

cyber-physical systems, control theory, complex networks, cyber-neural systems

Bayesian Inference, Statistical Signal Processing, Network Organizations, High Dimensional Neural data, Computational Neuroscience

MEMs, neuromodulation, micromagnetics, spintronics,  nanotechnology, healthcare

medical imaging, MRI, machine learning, biomedical engineering

optics, nanophotonics, flat optics, metasurfaces

AI for science, Human-in-the-loop systems, Machine learning, Computer vision

Intermittent Computing Systems, Programming Languages, Applied Formal Methods

Stochastic Networks, Online Learning, Information Theory

HCI and design, security and privacy, critical data studies, health and data 

Human-computer interaction, Skill-learning, Adaptive learning, Game-based learning, Makerskills

Human Computer Interaction, Programming and Development Support, Educational Technology, Human-AI Interaction, Data Science

nanomaterials, nanophotonics, materials physics, quantum photonics

Data Mining, Recommendation Systems, Graph Neural Networks

Computer Vision

Automated Reasoning, Formal Methods, Software Engineering, Artificial Intelligent learning, Neural Networks

theoretical computer science, graph algorithms, fine-grained complexity, dynamic algorithms

machine learning, security, privacy

computational imaging, circuits, computer vision

robotics, artificial intelligence, reinforcement learning

nano electronics, solid-state nanopore, biosensors

Decentralized online kernel learning, random feature mapping, linearized ADMM, communication-censoring, quantization

In-memory computing, emerging nonvolatile memory technologies, robustness and reliability.

Applied machine learning, cyber-physical systems, embedded systems, security, hardware

Robotics. Assured autonomy. Safety monitoring and validation. Planning under uncertainty

Internet of Things, Edge Computing, On-Device AI, Network Optimization

nuclear medicine, molecular imaging, SPECT instrumentation, semiconductor detectors

Nanophotonics, Metamaterials, Plasmonics, Light-matter interaction, Low-dimensional semiconductors

data privacy, differential privacy, privacy-preserving data analysis

Computational biology, cancer genomics, machine learning, bioinformatics, human genetics

Human-Computer Interaction (HCI), Data Visualization (VIS), Crisis Informatics, Health Informatics, and Equity.

Online machine learning, reinforcement learning, multi-armed bandits

Automated Reasoning, Planning, Agent Program Synthesis