Areas

Research Areas Faculty
Algorithms and Complexity Theory
Algorithmic graph theory, Computational geometry, Randomized algorithms, Approximation algorithms, Complexity theory, Online algorithms.
Amitabha Bagchi
Ashish Chiplunkar
Naveen Garg
Ragesh Jaiswal
Amit Kumar
Sandeep Sen
S. N. Maheshwari
Artificial Intelligence (AI) and Machine Learning (ML)
Reinforcement learning and AI planning, Neuro-symbolic ML, Probabilistic graphical models, Statistical relational learning, Extreme classification, Embodied artificial intelligence, Ethical AI, Fairness and reliability in ML, Privacy issues in ML, ML for social networks, ML applications to healthcare, AI for crowdsourcing, Knowledge-based AI, Computational advertising, AI for robotics.
Chetan Arora
Amitabha Bagchi
Subhashis Banerjee
Srikanta Bedathur
Rahul Garg
Mausam
Rohan Paul
Sayan Ranu
Aaditeshwar Seth
Parag Singla
Natural Language Processing (NLP)
Intelligent information systems, Information extraction, Question answering, Dialog systems, Knowledge-base completion, Neural architectures for NLP.
Srikanta Bedathur
Rahul Garg
Mausam
Maya Ramanath
Databases and Data Analytics
Intention mining, Policy driven databases, Information retrieval, Information dissemination in social networks, Semantic web data management, Opinion mining, Indexing and querying in graph databases, Spatio-temporal data analytics, Data wrangling.
Srikanta Bedathur
Amitabha Bagchi
Mausam
Maya Ramanath
Sayan Ranu
Aaditeshwar Seth
Parag Singla
Architecture and Embedded Systems
Hardware-software co-design, Embedded systems design, Reconfigurable computing, Fault-tolerant computing, Hardware implementations, Temperature-aware architectures, Energy-efficient architectures, Design-for-debug, Cache memory, 3D and non-volatile memory, Architectural extensions for mobile security, Architectures for machine learning, Architectures for computer vision, Secure architectures.
M. Balakrishnan
Preeti Ranjan Panda
Kolin Paul
Smruti Ranjan Sarangi
Rijurekha Sen
Anshul Kumar

Graphics and Vision
Computer graphics, Virtual reality, Computer vision, Digital image and video processing, Mobile multimedia, Embedded computer vision, Robotic vision, Medical image analysis.
Chetan Arora
Subhashis Banerjee
Prem Kalra
Subodh Kumar
Rahul Narain
Computer Networks and Distributed Systems
Mesh networks, 4G LTE/WiMAX, Cognitive radio, Cellular network measurements, Wireless networks, Network security, Operating systems security.
B. N. Jain
Vinay Ribeiro
Huzur Saran
Rijurekha Sen
Aaditeshwar Seth
Programming Languages, Semantics and Verification
Programming language semantics, Theory and practice of concurrent systems, Process algebras, Distributed computing, Program analysis and verification, Logic in computer science, Applications of verification in network models, multiprocessors, and relaxed memory models.
Sorav Bansal
Soham Chakraborty
S. Arun Kumar
Sanjiva Prasad
Subodh Sharma
Operating Systems, High Performance Computing and Systems Software
Compiler design, mobile operating systems and device drivers, Operating systems for IoT systems
Sorav Bansal
Soham Chakraborty
Subodh Kumar
Smruti Ranjan Sarangi
Subodh Sharma
Information and Communication Technologies for Development
Rural content distribution, rural network measurements, Community radio, Community media, Mobile health, Governance and accountability
M. Balakrishnan
Kolin Paul
Rohan Paul
Aaditeshwar Seth
Neuroinformatics and Medical informatics
Brain Imaging, Functional MRI (fMRI), Electroencephalography (EEG), Near-infrared spectroscopy (NIRS), Human Functional Connectome
Chetan Arora
Rahul Garg
Cyber Security and Secure Information Systems
Formal notions of security, Formal verification for security, Language-based security, Secure architectures and Embedded systems, Network security, Blockchain-based systems, Privacy and data protection, Electronic voting, Digital identity.
Ragesh Jaiswal
Sanjiva Prasad
Huzur Saran
Smruti Ranjan Sarangi
Subodh Sharma

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