Artificial Intelligence
| Faculty Name | Research Interests |
|---|---|
| Bapi Chatterjee | Distributed Machine Learning, Concurrent Data Structures, Neural Architecture Search, Learned Index Structures |
| G.P.S. Raghava | Bioinformatics Application on Protein Modelling/ Engineering, Genomics and Informatics Solutions for integrating Biology (GENESIS), Integrative approach for designing biomolecules for cancer therapy, Application of bioinformatics in System Biology |
| Rajiv Ratn Shah | Multimodal semantic and sentiment analysis of user-generated social media content |
| Tavpritesh Sethi | Big-data for clinical decision support, Human physiology |
| V. Raghava Mutharaju | Knowledge Graphs/Semantic Web, Ontology modeling and reasoning, Linked Data, Big Data |
| Vinayak Abrol | Acoustic modelling and coding, Voice biometrics, Pathological speech and audio categorization |
Applied Mathematics
| Faculty Name | Research Interests |
|---|---|
| Anuradha Sharma | Algebraic Coding Theory, Number Theory and Algebra |
| Sarthok Sircar | Developing multiscale models and robust numerical algorithms for complex systems |
Bioinformatics
| Faculty Name | Research Interests |
|---|---|
| G.P.S. Raghava | Bioinformatics Application on Protein Modelling/ Engineering, Genomics and Informatics Solutions for integrating Biology (GENESIS), Integrative approach for designing biomolecules for cancer therapy, Application of bioinformatics in System Biology |
| Ganesh Bagler | Complex Systems, Computational Biology, Complex Networks, Bioinformatics |
| Tavpritesh Sethi | Big-data for clinical decision support, Human physiology |
Cognitive Neuroscience
| Faculty Name | Research Interests |
|---|---|
| Mrinmoy Chakrabarty | Affective Cognitive Neuroscience, Visual-Spatial Cognition, Autism Spectrum Disorders |
| Sonia Baloni Ray | Role of attention in visual processing, studying mechanisms of emotion and motion perception |
| Sriram K | Systems biology, Cell division cycle, Circadian rhythms, Computational cognitive neuroscience |
Computer Vision
| Faculty Name | Research Interests |
|---|---|
| A V Subramanyam | Information Forensics and Security, Multimedia Signal Processing, Visual Surveillance and Deep Learning |
| Koteswar Rao Jerripothula | Computer Vision, Image Processing, Multimedia Systems |
| Rajiv Ratn Shah | Multimodal semantic and sentiment analysis of user-generated social media content |
| Saket Anand | Geometric Computer Vision, Semi-supervised learning, Robust methods |
| Tammam Tillo | Convolutional Neural Networks, Image Processing, Signal Processing |
Computer Graphics
| Faculty Name | Research Interests |
|---|---|
| Ojaswa Sharma | Computer graphics and geometry with focus on Virtual and Mixed reality (VR/MR), Volume rendering, 3D reconstruction |
Computer Security and Cryptography
| Faculty Name | Research Interests |
|---|---|
| A V Subramanyam | Information Forensics and Security, Multimedia Signal Processing, Visual Surveillance and Deep Learning |
| Arun Balaji Buduru | Cyber security, Reinforcement learning and stochastic planning |
| Donghoon Chang | Cryptography, Cryptanalysis, Cyber Security |
| Piyus Kedia | System security, safe languages, virtualization |
| Ranjan Bose | Secure Communications, Coding Theory, 5G Security, Wireless Security, Physical Layer Security and Broadband Wireless Access |
| Sambuddho Chakravarty | Network Anonymity and Privacy, Network Censorship and Anti-Censorship |
| Subhabrata Samajder | Symmetric-key Cryptanalysis, Latticebased cryptography, Blockchains and random graphs |
Computer Networks & Systems
| Faculty Name | Research Interests |
|---|---|
| Mukulika Maity | Networked Systems, Wireless Networks, Mobile Systems |
| Rinku Shah | Software-Defined Networking, Data plane programming, 4G/5G mobile networks |
| Arani Bhattacharya | Low latency compute and machine learning services, Video streaming and physical layer of wireless networks |
| Chanekar Prasad Vilas | Kinematics, Dynamics, Control and optimization of large-scale engineering systems with applications to system co-design, Robotics, Renewable Energy Systems, Power Networks, Neuroscience |
Database and Information Systems
| Faculty Name | Research Interests |
|---|---|
| V. Raghava Mutharaju | Knowledge Graphs/Semantic Web, Ontology modeling and reasoning, Linked Data, Big Data |
| Vikram Goyal | Data Mining, Databases, Spatial Data Analytics |
Distributed Computing
| Faculty Name | Research Interests |
|---|---|
| Bapi Chatterjee | Distributed Machine Learning, Concurrent Data Structures, Neural Architecture Search, Learned Index Structures |
Genomics
| Faculty Name | Research Interests |
|---|---|
| Anubha Gupta | Sparse Reconstruction, FMRI/EEG/MRI/DTI Signal and Image Processing, Genomics Signal Processing |
| Arjun Ray | Deciphering the mechanism of CRISPR-Cas9, Elucidating molecular interactions in the reverse cholesterol pathway |
| Debarka Sengupta | Applied Machine Learning, Bioinformatics and Genomics |
| Gaurav Ahuja | Identification, deorphanization and characterization of ectopically expressed GPCRS |
| G.P.S. Raghava | Bioinformatics Application on Protein Modelling/ Engineering, Genomics and Informatics Solutions for integrating Biology (GENESIS), Integrative approach for designing biomolecules for cancer therapy, Application of bioinformatics in System Biology |
| Jaspreet Kaur Dhanjal | Cancer genomics, personalized medicine, drug design and discovery |
| Vibhor Kumar | Genomics, Computational Biology and Statistical Signal Processing |
Game Theory
| Faculty Name | Research Interests |
|---|---|
| Kiriti Kanjilal | Industrial Organization, Experimental and Behavioural Economics |
Human-Computer Interaction
| Faculty Name | Research Interests |
|---|---|
| Aman Parnami | Wearable Computing, Design Research, Education Technology |
| Grace Eden | Fieldwork for Design, Human-Centred AI, Participatory Design |
| Jainendra Shukla | Affective Computing, Embodied Conversational Agents, Social Robotics |
| Rajiv Ratn Shah | Multimodal semantic and sentiment analysis of user-generated social media content |
| Pushpendra Singh | Mobile Systems and Applications, Middleware, ICT for Development |
| Richa Gupta | Product Design & Prototyping, Inclusive Design & Accessibility, Design for Special Needs, Fundamentals of Design, Interaction Design |
Big Data Management
| Faculty Name | Research Interests |
|---|---|
| Mukesh Mohania | Information Integration, Entity Discovery and Analytics, Big Data Analytics and Applications, Blockchain Data Management |
| V. Raghava Mutharaju | Knowledge Graphs/Semantic Web, Ontology modeling and reasoning, Linked Data, Big Data |
| Vikram Goyal | Data Mining, Databases, Spatial Data Analytics |
Machine Learning/Deep Learning
| Faculty Name | Research Interests |
|---|---|
| A V Subramanyam | Information Forensics and Security, Multimedia Signal Processing, Visual Surveillance and Deep Learning |
| Anubha Gupta | Sparse Reconstruction, FMRI/EEG/MRI/DTI Signal and Image Processing, Genomics Signal Processing |
| Angshul Majumdar | Sparse Recovery, Low-rank matrix completion, Medical Imaging |
| Arun Balaji Buduru | Cyber security, Reinforcement learning and stochastic planning |
| Bapi Chatterjee | Distributed Machine Learning, Concurrent Data Structures, Neural Architecture Search, Learned Index Structures |
| Debarka Sengupta | Applied Machine Learning, Bioinformatics and Genomics |
| Koteswar Rao Jerripothula | Computer Vision, Image Processing, Multimedia Systems |
| Md. Shad Akhtar | Sentiment Analysis, Emotion Analysis, Conversational Dialog Systems |
| N. Arul Murugan | ML and DL approaches for Druggability prediction, QM fragmentation based approaches for Druggability prediction, Parallel virtual screening in HPCs and GPUs for accelerated drugs discovery, Flexible docking assisted Drugs discovery, Atomistic simulation of virus-host cell interaction |
| Rajiv Ratn Shah | Multimodal semantic and sentiment analysis of usergenerated social media content |
| Ranjitha Prasad | Causal Inference, Survival analysis, and sparsity in Bayesian neural networks |
| Saket Anand | Geometric Computer Vision, Semi-supervised learning, Robust methods |
| Sanjit Krishnan Kaul | Networking for Cyber Physical Systems, Networks of Autonomous Vehicles, and Autonomous Driving |
| Sayan Basu Roy | Adaptive control for uncertain switched systems, Online approximate optimal control using reinforcement learning |
| Sumit J Darak | Intelligent, Reconfigurable and Self-sustainable wireless radio, Machine learning for wireless networks, Algorithms to architectures |
| Tavpritesh Sethi | Big-data for clinical decision support, Human physiology |
| Vinayak Abrol | Acoustic modelling and coding, Voice biometrics |
Machine Learning/Optimisation/Signal Processing
| Faculty Name | Research Interests |
|---|---|
| Pravesh Biyani | Optimisation for signal processing and communications, Machine learning, and transportation |
Natural Language Processing
| Faculty Name | Research Interests |
|---|---|
| Md. Shad Akhtar | Sentiment Analysis, Emotion Analysis, Conversational Dialog Systems |
| Rajiv Ratn Shah | Multimodal semantic and sentiment analysis of user-generated social media content |
| Vinayak Abrol | Acoustic modelling and coding, Voice biometrics |
Quantum Technologies / Computing
| Faculty Name | Research Interests |
|---|---|
| Debajyoti Bera | Algorithms, Complexity Theory, Quantum Computing |
| Ram Krishna Ghosh | Computational nanoelectronics, Spintronics, Quantum transport simulation, Device modeling |
| Sayak Bhattacharya | Electromagnetics, Photonics, Quantum Optics, Quantum Mechanics |
| Sneh Saurabh | Nanoelectronics, Exploratory Electronic Devices, Energy-Efficient Systems VLSI Design and Verification and CAD for VLSI |
Software Engineering
| Faculty Name | Research Interests |
|---|---|
| Pankaj Jalote | Software quality, process improvement, Higher Education in India |
| Rahul Purandare | Program Analysis, Program Verification, Software Testing, Automatic Program Repair, Program Optimization, Program Comprehension, and Code Search |
Science and Technology Studies
| Faculty Name | Research Interests |
|---|---|
| Paro Mishra | Gender and Technology, New reproductive Technologies, Digital Technologies, Demographic Anthropology, Intimate Relations, Migration and Transnationalism |
Theoretical Computer Science
| Faculty Name | Research Interests |
|---|---|
| Diptapriyo Majumdar | Parameterized Complexity, Graph Algorithms, FPT algorithms for problems arising in access control |
| Syamantak Das | Intersection of theoretical computer science and discrete optimization |
Very Large Scale Integration [VLSI]
| Faculty Name | Research Interests |
|---|---|
| Anuj Grover | Ultra Low Power In-Memory Compute, Safety and security in hardware; and Error resilient energy efficient systems |
| Mohammad Hashmi | Multi-band RF Circuits & Systems, PA Design and Linearization, Advanced RF Instrumentation SI/PI and EMC Analysis |
| Ram Krishna Ghosh | Computational nanoelectronics, Spintronics, Quantum transport simulation, Device modeling |
| Sneh Saurabh | Nanoelectronics, Exploratory Electronic Devices, Energy-Efficient Systems VLSI Design and Verification and CAD for VLSI |
| Sujay Deb | Heterogeneous System Architectures (HSA), SoC Design & Test, Design of novel interconnect architectures for multi-core chips |
| Sumit J Darak | Intelligent, Reconfigurable and Self-sustainable wireless radio, Machine learning for wireless networks, Algorithms to architectures |
Virtualization
| Faculty Name | Research Interests |
|---|---|
| Rinku Shah | Software-Defined Networking, Data plane programming, 4G/5G mobile networks |
| Piyus Kedia | System security, safe languages, virtualization |
Wireless Communication
| Faculty Name | Research Interests |
|---|---|
| Anand Srivastava | Digital Communications, Wireless and Optical communications, Optical Networks |
| Arani Bhattacharya | Low latency compute and machine learning services, Video streaming and physical layer of wireless networks |
| Ranjan Bose | Secure Communications, Coding Theory, 5G Security |
| Sanjit Krishnan Kaul | Networking for Cyber Physical Systems, Networks of Autonomous Vehicles, and Autonomous Driving |
| Shobha Sundar Ram | Conceptualize Model Design and Test Electromagnetic Sensors, EMI based sensing of energy consumption |
| Vivek Bohara | Device-to-device communication, Visible Light Communication, Hybrid VLC-RF architecture |
Last updated: 13-09-2024