Biomedical Engineering & Medical Informatics | | Eye Tracking, Healthcare, Physiological Signals, Biomedical Signal Processing |
Computer Graphics & AR/VR | | Geometry processing, ML in graphics, Virtual and augmented reality (VR/AR), Volume visualization |
Computer Networks & Communications | | Communication networks, IoT, Mobile computing, Mobile systems and middleware, Wireless network, Distributed computing, Mobile Computing, Pervasive computing, Sensing, Software-defined networking, Programmable data planes, Network function virtualization |
Computer Vision & Multimedia Computation | | Visual Recognition, 3D Vision, Learning with Limited Supervision, Deep Learning, Transfer Learning, Information Forensics & Security, Visual Surveillance, Visual Tracking, Steganalysis, Multimodal deep learning, Event detection, Multimedia systems, Hyper-spectral Imaging, Medical Imaging |
Cybersecurity & Privacy | | Adaptive security, Biometric security, Blockchain, Cryptography, Cryptanalysis, Cyber security, IoT security, Network Security, Privacy, Protocols, Privacy, Anonymity, Security and privacy in online social media, Theory and practice of cryptography, Traffic analysis, Usable security |
Data Management & Data Science | | Big data analytics, Complex network, Data-driven security, Data engineering, Data mining, Data privacy and security, Data science, Knowledge graphs, Natural language processing, Semantic Web, Social media analysis, Social networks, Entity Discovery and Analytics, Blockchain Data Management, AI for Data, Cognitive Information Systems, AI-driven scalable data systems, In-memory database |
Hardware, Robotics & Electronics | | Human Robot Interaction, Social Robotics, Hardware Security, Design of novel interconnect architectures for multi-core chips, Heterogeneous System Architectures |
HCI & Human Centered Computing | | HCI4D, Public Health, Education |
Machine Learning & AI | | Pattern classification, Low-rank matrix completion, Collaborative Filtering, Natural Language Processing, Information Retrieval, Scalable Machine Learning, Automated Machine Learning, Neural Architecture Search, EdgeAI, Human-Centered AI, Ethics |
Signal Processing | | Speech and Image processing or coding, sparsity aware signal processing, voice biometrics, atypical speech processing, audio categorization, Joint Image Processing |
Software Engineering & Programming | | Parallel programming models, Runtime systems, Code search and comprehension, Domain specific languages, Parallel programming, Concurrent Data Structures, Learned Data Structures, Ptrogram analysis and verification, Program optimization. Cloud computing, Deterministic execution, Memory safety, OS design, System Security, Virtual Machines |
Theoretical Computer Science | | Algorithm design and analysis, Algorithm engineering, Combinatorial optimization, Complexity theory, Discrete and computational geometry, Graph theory, Online algorithms, Quantum computing, Parameterized Algorithms |