Department of Computer Science and Engineering

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 Abhilash Jindal
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 Abhilash Jindal
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