Refresh CSE website content and research pages
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211 changed files with 5666 additions and 837 deletions
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src/data/research-area-pages.ts
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src/data/research-area-pages.ts
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export type ResearchAreaSlug =
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| 'ai'
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| 'theory'
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| 'security'
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| 'data-science'
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| 'systems'
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| 'hci';
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export type ResearchAreaFaculty = {
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name: string;
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title: string;
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focus: string;
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profile?: string;
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};
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export type ResearchAreaWork = {
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title: string;
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detail: string;
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href?: string;
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};
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export type ResearchAreaVideo = {
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title: string;
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href: string;
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embedUrl: string;
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};
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export type ResearchAreaPage = {
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slug: ResearchAreaSlug;
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title: string;
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shortTitle: string;
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description: string;
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accent: {
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foreground: string;
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soft: string;
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background: string;
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header: string;
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border: string;
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};
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heroImage: {
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src: string;
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alt: string;
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caption: string;
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};
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themes: string[];
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faculty: ResearchAreaFaculty[];
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publications: ResearchAreaWork[];
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projects: ResearchAreaWork[];
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sources: ResearchAreaWork[];
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featuredVideo?: ResearchAreaVideo;
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};
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export const RESEARCH_AREAS: Record<ResearchAreaSlug, ResearchAreaPage> = {
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ai: {
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slug: 'ai',
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title: 'AI & Machine Learning',
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shortTitle: 'AI & ML',
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description:
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'Research in AI and machine learning spans multilingual NLP, computer vision, trustworthy and fair learning, AI for sustainability, and human-centred intelligent systems.',
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accent: {
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foreground: '#5572a3',
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soft: '#e8eef7',
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background: '#f5f8fc',
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header: '#fbfcfe',
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border: '#d8e2f0',
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},
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heroImage: {
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src: '/images/course-resources/machine-learning.png',
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alt: 'Machine learning course visual',
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caption: 'Models, data, language, vision, and deployment-minded AI.',
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},
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featuredVideo: {
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title: 'AI and machine learning at IIT Gandhinagar',
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href: 'https://www.youtube.com/watch?v=sx1QhfZ4yMA',
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embedUrl: 'https://www.youtube.com/embed/sx1QhfZ4yMA',
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},
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themes: [
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'Multilingual NLP and Indian-language AI',
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'Computer vision, graphics, and computational photography',
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'Efficient learning algorithms and graph ML',
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'Fair, federated, and trustworthy learning',
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'AI for sustainability, health, and assistive systems',
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],
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faculty: [
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{
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name: 'Mayank Singh',
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title: 'Associate Professor',
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focus:
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'Multilingual NLP, large language models, scientific text mining, and AI tools for research and education.',
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profile: 'https://iitgn.ac.in/faculty/cse/fac-mayank',
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},
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{
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name: 'Nipun Batra',
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title: 'Associate Professor',
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focus:
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'Machine learning for scalable sensing, smart buildings, air quality, health sensing, and computational sustainability.',
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profile: 'https://nipunbatra.github.io/',
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},
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{
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name: 'Anirban Dasgupta',
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title: 'Professor',
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focus:
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'Algorithms and machine learning at scale, sketching, sampling, graph learning, and efficient ML pipelines.',
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profile: 'https://iitgn.ac.in/faculty/cse/fac-anirban',
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},
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{
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name: 'Yogesh Kumar Meena',
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title: 'Assistant Professor',
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focus:
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'Human-AI interaction, brain-computer interfaces, eye tracking, multimodal interaction, and assistive AI.',
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profile: 'https://yogeshmeena.com/',
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},
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{
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name: 'Manisha Padala',
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title: 'Assistant Professor',
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focus:
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'Fairness, federated learning, differential privacy, strategic clients, and trustworthy distributed ML.',
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profile: 'https://iitgn.ac.in/faculty/cse/fac-manisha',
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},
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{
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name: 'Shanmuganathan Raman',
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title: 'Professor',
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focus:
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'Computer vision, deep learning, computational photography, image/video processing, and graphics.',
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profile: 'https://shanmuga.people.iitgn.ac.in/',
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},
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],
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publications: [
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{
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title:
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'FIT-GNN: Faster Inference Time for GNNs that FIT in Memory Using Coarsening',
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detail: 'TMLR 2026 - efficient graph neural-network inference.',
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},
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{
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title:
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'Gaslight, Gatekeep, V1-V3: Early Visual Cortex Alignment Shields Vision-Language Models from Sycophantic Manipulation',
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detail: '2026 preprint - robustness and alignment for vision-language models.',
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},
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{
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title:
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'GF-Score: Certified Class-Conditional Robustness Evaluation with Fairness Guarantees',
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detail: '2026 preprint - fairness-aware robustness assessment.',
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},
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{
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title:
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'MERLiN: Single-Shot Material Estimation and ReLighting for Photometric Stereo',
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detail: 'ECCV 2024 - computer vision and inverse rendering.',
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},
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],
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projects: [
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{
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title:
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"Chitrabhasha: Developing India's Largest Dataset and Foundation Models for Multimodal AI",
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detail: 'ANRF Advanced Research Grant led by Mayank Singh.',
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},
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{
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title:
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'Scalable Detection of Brick Kilns from Low-Resolution Satellite Imagery for Environmental Compliance',
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detail: 'ANRF project led by Nipun Batra.',
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},
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{
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title:
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'iGazeBuddy: Multimodal gaze-controlled learning system for dyslexia support',
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detail: 'ANRF PMECRG project led by Yogesh Kumar Meena.',
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},
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{
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title:
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'Fair Federated Learning Framework in the Presence of Heterogeneous, Strategic, and Malicious Clients',
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detail: 'ANRF early-career grant led by Manisha Padala.',
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},
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],
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sources: [
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{
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title: 'Lingo Labs research facilities entry',
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detail: 'Public lab description for Mayank Singh and Lingo Labs.',
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href: 'https://iitgn.ac.in/research/facilities',
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},
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{
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title: 'Nipun Batra homepage and Sustainability Lab',
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detail: 'AI-powered sustainability and sensing research overview.',
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href: 'https://nipunbatra.github.io/',
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},
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{
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title: 'Data Science Lab',
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detail: 'Algorithms and machine learning for efficient ML pipelines.',
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href: 'https://labs.iitgn.ac.in/datascience/',
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},
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{
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title: 'Shanmuganathan Raman homepage',
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detail: 'Computer vision, graphics, and deep learning interests.',
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href: 'https://shanmuga.people.iitgn.ac.in/',
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},
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],
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},
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theory: {
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slug: 'theory',
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title: 'Theoretical Computer Science',
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shortTitle: 'Theory',
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description:
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'The theory group studies algorithms, complexity, graph problems, algebraic computation, quantum algorithms, computational social choice, and the foundations of efficient computation.',
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accent: {
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foreground: '#746099',
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soft: '#eeeaf5',
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background: '#f8f6fb',
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header: '#fcfbfd',
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border: '#ddd6e9',
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},
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heroImage: {
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src: '/images/course-resources/parameterized-algorithms.png',
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alt: 'Parameterized algorithms course visual',
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caption: 'Algorithms, lower bounds, graph structure, and computation.',
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},
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featuredVideo: {
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title: 'Theoretical computer science at IIT Gandhinagar',
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href: 'https://www.youtube.com/watch?v=JqvVE67LiX8',
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embedUrl: 'https://www.youtube.com/embed/JqvVE67LiX8',
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},
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themes: [
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'Parameterized and exact algorithms',
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'Graph algorithms and dynamic graph problems',
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'Computational complexity and algebraic computation',
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'Quantum algorithms and algebraic/combinatorial problems',
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'Computational social choice and games',
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],
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faculty: [
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{
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name: 'Neeldhara Misra',
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title: 'Associate Professor',
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focus:
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'Parameterized algorithms, computational social choice, combinatorial games, satisfiability, and graph problems.',
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profile: 'https://www.neeldhara.com/',
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},
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{
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name: 'Manoj D Gupta',
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title: 'Associate Professor',
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focus:
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'Graph algorithms, dynamic graphs, shortest paths, and algorithmic graph theory.',
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profile: 'https://iitgn.ac.in/faculty/cse/fac-manoj',
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},
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{
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name: 'Bireswar Das',
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title: 'Associate Professor',
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focus:
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'Algorithms for algebraic and combinatorial problems, quantum algorithms, and complexity theory.',
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profile: 'https://sites.google.com/site/bireswar/home',
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},
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{
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name: 'Balagopal Komarath',
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title: 'Assistant Professor',
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focus:
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'Computational complexity, algebraic complexity, circuit complexity, and low-level computational models.',
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profile: 'https://bkomarath.rbgo.in/',
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},
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{
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name: 'Anirban Dasgupta',
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title: 'Professor',
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focus:
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'Randomized algorithms, sketching, large-scale data algorithms, and algorithmic foundations of machine learning.',
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profile: 'https://iitgn.ac.in/faculty/cse/fac-anirban',
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},
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],
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publications: [
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{
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title: 'Finding and counting patterns in sparse graphs',
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detail: 'JCSS 2026 - graph algorithms and sparse graph structure.',
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},
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{
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title: 'On the Parameterized Complexity of Diverse SAT',
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detail: 'Theoretical Computer Science 2026 - parameterized complexity.',
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},
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{
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title:
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'VP, VNP and Algebraic Branching Programs over Min-Plus Semirings',
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detail: '2026 preprint - algebraic complexity over semirings.',
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},
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{
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title: 'Ferry Cover with Connectivity Constraints',
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detail: 'FUN 2026 - algorithmic graph covering constraints.',
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},
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],
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projects: [
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{
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title: 'Approximate Shortest Paths in Graphs',
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detail: 'ANRF ARG MATRICS project led by Manoj D Gupta.',
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},
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{
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title: 'Quantum Algorithms for Group Theoretic Problems',
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detail: 'ANRF ARG MATRICS project led by Bireswar Das.',
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},
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{
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title:
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'On the Role of Multilinearity and Monotonicity in Algebraic Computation',
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detail: 'ANRF ARG MATRICS project led by Balagopal Komarath.',
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},
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],
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sources: [
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{
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title: 'CSE research archive',
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detail: 'Historical department research descriptions and faculty summaries.',
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href: 'https://cs.iitgn.ac.in/research',
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},
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{
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title: 'Neeldhara Misra homepage',
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detail: 'Algorithms, computational social choice, and games.',
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href: 'https://www.neeldhara.com/',
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},
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{
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title: 'Balagopal Komarath homepage',
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detail: 'Complexity theory and algorithms.',
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href: 'https://bkomarath.rbgo.in/',
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},
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{
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title: 'Parameterized Algorithms NPTEL course',
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detail: 'Public teaching material reflecting theory strengths.',
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href: 'https://onlinecourses.nptel.ac.in/noc23_cs102/preview',
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},
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],
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},
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security: {
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slug: 'security',
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title: 'Security & Privacy',
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shortTitle: 'Security',
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description:
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'Security and privacy research connects formal verification, language-based security, web privacy, usable consent systems, privacy-preserving machine learning, and trustworthy public-interest systems.',
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accent: {
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foreground: '#9b5a69',
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soft: '#f5e8eb',
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background: '#fbf6f7',
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header: '#fdfbfb',
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border: '#ead4da',
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},
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heroImage: {
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src: '/images/course-resources/operating-systems.png',
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alt: 'Systems course visual used as a security and software foundation image',
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caption: 'Secure systems, privacy guarantees, and trustworthy software.',
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},
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themes: [
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'Formal methods and protocol verification',
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'Language-based security and information flow',
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'Web privacy and browser consent management',
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'Privacy-preserving and fair machine learning',
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'Secure embedded and public-interest computing systems',
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],
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faculty: [
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{
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name: 'Abhishek Bichhawat',
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title: 'Assistant Professor',
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focus:
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'Language-based security, formal verification, web security, usable privacy, and policy enforcement.',
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profile: 'https://abhishek.people.iitgn.ac.in/',
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},
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{
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name: 'Manisha Padala',
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title: 'Assistant Professor',
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focus:
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'Fair and federated learning, differential privacy, strategic clients, and secure distributed ML systems.',
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profile: 'https://iitgn.ac.in/faculty/cse/fac-manisha',
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},
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{
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name: 'Rajat Moona',
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title: 'Professor and Director',
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focus:
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'Embedded systems, smart cards, RFID, secure access systems, VLSI, and public-scale trusted computing.',
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profile: 'https://iitgn.ac.in/faculty/cse/fac-rajat-moona',
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},
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],
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publications: [
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{
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title:
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"Johnny Can't Revoke Consent Either: Measuring Compliance of Consent Revocation on the Web",
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detail: 'PETS 2025 - web privacy and consent revocation compliance.',
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},
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{
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title:
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'Least Privilege Access for Persistent Storage Mechanisms in Web Browsers',
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detail: 'WWW 2025 - browser storage and least-privilege web security.',
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},
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{
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title:
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'Fall-Through Semantics for Mitigating Timing-Based Side Channel Leaks',
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detail: 'FSTTCS 2025 - semantics and side-channel mitigation.',
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},
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{
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title:
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'DY*: A Modular Symbolic Verification Framework for Executable Cryptographic Protocol Code',
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detail: 'IEEE EuroS&P 2021 - verified cryptographic protocol code.',
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},
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],
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projects: [
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{
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title: 'Understanding and Ensuring the Privacy of User Data',
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detail: 'SERB project led by Abhishek Bichhawat.',
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},
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{
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title: 'Verifying Security Properties of Group Messaging Protocols',
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detail: 'CEFIPRA international project led by Abhishek Bichhawat.',
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},
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{
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title:
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'Towards a Private yet Functional Web: Designing a Usable and Privacy-compliant Consent Management Framework for Online Browsing',
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detail: 'ANRF Advanced Research Grant led by Abhishek Bichhawat.',
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},
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{
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title:
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'Fair Federated Learning Framework in the Presence of Heterogeneous, Strategic, and Malicious Clients',
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detail: 'ANRF early-career project led by Manisha Padala.',
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},
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],
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sources: [
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{
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title: 'Abhishek Bichhawat homepage',
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detail: 'Secure systems by design and formal security guarantees.',
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href: 'https://abhishek.people.iitgn.ac.in/',
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},
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{
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title: 'Abhishek Bichhawat IITGN profile',
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detail: 'Language-based security, verification, and IoT security interests.',
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href: 'https://iitgn.ac.in/faculty/cse/fac-abhishek',
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},
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{
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title: 'Rajat Moona IITGN profile',
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detail: 'Security, smart cards, RFID, embedded systems, and patents.',
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href: 'https://iitgn.ac.in/faculty/cse/fac-rajat-moona',
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},
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{
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title: 'Privacy and web consent publications',
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detail: 'Recent web privacy work involving IITGN security researchers.',
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href: 'https://arxiv.org/abs/2411.15414',
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},
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],
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},
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'data-science': {
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slug: 'data-science',
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title: 'Data Science',
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shortTitle: 'Data Science',
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description:
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'Data science research at CSE links scalable algorithms, sensing, climate and urban resilience, social-network analysis, scientific text, and reproducible data-driven systems.',
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accent: {
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foreground: '#527d68',
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soft: '#e5f1ea',
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||||
background: '#f5faf7',
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header: '#fbfdfc',
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border: '#cfe2d7',
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},
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heroImage: {
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src: '/images/course-resources/scalable-data-science.png',
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alt: 'Scalable data science course visual',
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caption: 'Scalable data, infrastructure intelligence, and real-world analytics.',
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},
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featuredVideo: {
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title: 'The AI Resilience and Command Centre at the Research Park',
|
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href: 'https://www.youtube.com/watch?v=mNJJXm3xtA8',
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embedUrl: 'https://www.youtube.com/embed/mNJJXm3xtA8',
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},
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themes: [
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||||
'Sketching, sampling, and coresets for large data',
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'AI for sustainability, energy, air quality, and health',
|
||||
'Physics-guided models for climate and urban resilience',
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'Scientific text mining and social-network analytics',
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'Open benchmarks, reproducibility, and deployment-oriented data systems',
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],
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faculty: [
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{
|
||||
name: 'Anirban Dasgupta',
|
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title: 'Professor',
|
||||
focus:
|
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'Data science algorithms, randomized numerical linear algebra, sketching, sampling, and information dynamics.',
|
||||
profile: 'https://labs.iitgn.ac.in/datascience/',
|
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},
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{
|
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name: 'Nipun Batra',
|
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title: 'Associate Professor',
|
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focus:
|
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'Scalable sensing, energy analytics, air quality, health sensing, and AI for sustainability.',
|
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profile: 'https://sustainability-lab.github.io/',
|
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},
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{
|
||||
name: 'Udit Bhatia',
|
||||
title: 'Associate Professor',
|
||||
focus:
|
||||
'Physics-guided data science for urban flooding, climate extremes, resilient infrastructure, and networks.',
|
||||
profile: 'https://iitgn.ac.in/faculty/earths/fac-udit',
|
||||
},
|
||||
{
|
||||
name: 'Mayank Singh',
|
||||
title: 'Associate Professor',
|
||||
focus:
|
||||
'Scientific text mining, scholarly knowledge discovery, social networks, and AI-enabled research tools.',
|
||||
profile: 'https://iitgn.ac.in/faculty/cse/fac-mayank',
|
||||
},
|
||||
],
|
||||
publications: [
|
||||
{
|
||||
title: 'Streaming Coresets for Symmetric Tensor Factorization',
|
||||
detail: 'ICML 2020 - scalable coresets and tensor factorization.',
|
||||
},
|
||||
{
|
||||
title:
|
||||
'Spatially Regularized Graph Attention Autoencoder Framework for Detecting Rainfall Extremes',
|
||||
detail: '2024 preprint - graph learning for climate extremes.',
|
||||
},
|
||||
{
|
||||
title:
|
||||
'Vartalaap: What Drives #AirQuality Discussions: Politics, Pollution or Pseudo-science?',
|
||||
detail: 'PACM HCI 2021 - public discourse and air-quality analytics.',
|
||||
},
|
||||
{
|
||||
title:
|
||||
'Physics-guided Emulators Reveal Resilience and Fragility under Operational Latencies and Outages',
|
||||
detail: '2025 preprint - physics-guided models for resilience.',
|
||||
},
|
||||
],
|
||||
projects: [
|
||||
{
|
||||
title:
|
||||
'AI Resilience and Command Centre for data-driven climate-risk management',
|
||||
detail: 'IITGN centre focused on anticipatory urban flood and climate-risk management.',
|
||||
},
|
||||
{
|
||||
title: 'Automated Crop Mapping using time-series satellite and ancillary data',
|
||||
detail: 'ISRO-sponsored project led by Nipun Batra.',
|
||||
},
|
||||
{
|
||||
title:
|
||||
'Network-of-Network Lens to quantify resilience of coupled infrastructure systems',
|
||||
detail: 'ANRF/SERB-supported project led by Udit Bhatia.',
|
||||
},
|
||||
{
|
||||
title:
|
||||
'Development of Large Language Models based chat plugin for website-specific queries',
|
||||
detail: 'Consultancy project led by Mayank Singh.',
|
||||
},
|
||||
],
|
||||
sources: [
|
||||
{
|
||||
title: 'Data Science Lab',
|
||||
detail: 'Algorithms, ML pipelines, sketching, and social-network dynamics.',
|
||||
href: 'https://labs.iitgn.ac.in/datascience/',
|
||||
},
|
||||
{
|
||||
title: 'Sustainability Lab',
|
||||
detail: 'AI, sensing, sustainability, energy, health, and air quality.',
|
||||
href: 'https://sustainability-lab.github.io/members.html',
|
||||
},
|
||||
{
|
||||
title: 'Udit Bhatia IITGN profile',
|
||||
detail: 'Physics-guided ML, urban flooding, and climate resilience.',
|
||||
href: 'https://iitgn.ac.in/faculty/earths/fac-udit',
|
||||
},
|
||||
{
|
||||
title: 'ARC Centre news',
|
||||
detail: 'Data-driven climate-risk management and resilient cities.',
|
||||
href: 'https://news.iitgn.ac.in/iit-gandhinagar-launches-ai-resilience-and-command-centre-for-data-driven-climate-risk-management/',
|
||||
},
|
||||
],
|
||||
},
|
||||
systems: {
|
||||
slug: 'systems',
|
||||
title: 'Systems & Architecture',
|
||||
shortTitle: 'Systems',
|
||||
description:
|
||||
'Systems research covers computer architecture, memory and storage systems, cloud and edge platforms, networked systems, software engineering, embedded systems, and deployment-oriented computing.',
|
||||
accent: {
|
||||
foreground: '#987247',
|
||||
soft: '#f3eadc',
|
||||
background: '#fbf8f2',
|
||||
header: '#fdfcf9',
|
||||
border: '#e6d8c4',
|
||||
},
|
||||
heroImage: {
|
||||
src: '/images/facilities/singularity/server2.jpg',
|
||||
alt: 'Department GPU server rack',
|
||||
caption: 'Systems, architecture, infrastructure, and performance at scale.',
|
||||
},
|
||||
featuredVideo: {
|
||||
title: 'Systems and architecture at IIT Gandhinagar',
|
||||
href: 'https://www.youtube.com/watch?v=JHoRJQz2N5o',
|
||||
embedUrl: 'https://www.youtube.com/embed/JHoRJQz2N5o',
|
||||
},
|
||||
themes: [
|
||||
'Computer architecture, memory, storage, and accelerators',
|
||||
'Network function virtualization, SDN, edge, and cloud systems',
|
||||
'Software testing, evolution, maintenance, and repositories',
|
||||
'Sensing systems and deployed computing for sustainability',
|
||||
'Embedded systems, VLSI, operating systems, and public-scale infrastructure',
|
||||
],
|
||||
faculty: [
|
||||
{
|
||||
name: 'Manu Awasthi',
|
||||
title: 'Associate Professor of Practice',
|
||||
focus:
|
||||
'Computer architecture, memory and storage, cloud systems, performance optimization, and RISC-V pedagogy.',
|
||||
profile: 'https://manuawasthi.in/',
|
||||
},
|
||||
{
|
||||
name: 'Sameer G Kulkarni',
|
||||
title: 'Assistant Professor',
|
||||
focus:
|
||||
'NFV, SDN, edge/cloud platforms, distributed systems, network security, and resource management.',
|
||||
profile: 'https://iitgn.ac.in/faculty/cse/fac-sameer',
|
||||
},
|
||||
{
|
||||
name: 'Shouvick Mondal',
|
||||
title: 'Assistant Professor',
|
||||
focus:
|
||||
'Software testing, evolution, maintenance, mining repositories, logging, and empirical software engineering.',
|
||||
profile: 'https://iitgn.ac.in/faculty/cse/fac-shouvick',
|
||||
},
|
||||
{
|
||||
name: 'Rajat Moona',
|
||||
title: 'Professor and Director',
|
||||
focus:
|
||||
'Computer architecture, VLSI, operating systems, embedded systems, smart cards, and RFID.',
|
||||
profile: 'https://iitgn.ac.in/faculty/cse/fac-rajat-moona',
|
||||
},
|
||||
{
|
||||
name: 'Nipun Batra',
|
||||
title: 'Associate Professor',
|
||||
focus:
|
||||
'Scalable sensing systems, sustainable computing, health sensing, and deployed AI systems.',
|
||||
profile: 'https://nipunbatra.github.io/',
|
||||
},
|
||||
],
|
||||
publications: [
|
||||
{
|
||||
title: 'MCP-Diag: A Deterministic, Protocol-Driven Architecture for AI-Native Network Diagnostics',
|
||||
detail: 'COMSNETS 2026 - AI-native network diagnostics.',
|
||||
},
|
||||
{
|
||||
title:
|
||||
'Memory Bottlenecks in Quantum Simulation: Cache Contention and Adaptive Allocation Policy',
|
||||
detail: 'COMSNETS 2026 - memory and cache behavior in simulation.',
|
||||
},
|
||||
{
|
||||
title:
|
||||
'Hardware-Software Co-Design of a Collaborative DNN Accelerator for 3D Stacked Memories with Multi-Channel Data',
|
||||
detail: 'ASP-DAC 2024 - accelerator architecture and memory systems.',
|
||||
},
|
||||
{
|
||||
title: 'VulNet: Towards Improving Vulnerability Management in the Maven Ecosystem',
|
||||
detail: 'EMSE 2024 - software engineering and vulnerability management.',
|
||||
},
|
||||
],
|
||||
projects: [
|
||||
{
|
||||
title: 'Development of Quantum Machine Learning Use Cases and Applications',
|
||||
detail: 'MeitY-sponsored project led by Sameer G Kulkarni.',
|
||||
},
|
||||
{
|
||||
title:
|
||||
'Specialized language models deployable on endpoints with low compute resources',
|
||||
detail: 'ISRO-sponsored project led by Anirban Dasgupta with systems relevance.',
|
||||
},
|
||||
{
|
||||
title: 'Project Madhava',
|
||||
detail:
|
||||
'Hands-on computer systems pedagogy and RISC-V based microcontroller development led by Manu Awasthi.',
|
||||
},
|
||||
{
|
||||
title: 'Department compute infrastructure',
|
||||
detail:
|
||||
'GPU-based department servers and HPC resources supporting systems and AI experiments.',
|
||||
},
|
||||
],
|
||||
sources: [
|
||||
{
|
||||
title: 'Manu Awasthi homepage',
|
||||
detail: 'Computer architecture, cloud systems, and Project Madhava.',
|
||||
href: 'https://manuawasthi.in/',
|
||||
},
|
||||
{
|
||||
title: 'Sameer Kulkarni CSE research summary',
|
||||
detail: 'NFV, SDN, distributed systems, and data reliability.',
|
||||
href: 'https://cs.iitgn.ac.in/research',
|
||||
},
|
||||
{
|
||||
title: 'Shouvick Mondal IITGN profile',
|
||||
detail: 'Software testing, evolution, and maintenance.',
|
||||
href: 'https://beta.iitgn.ac.in/faculty/cse/shouvick',
|
||||
},
|
||||
{
|
||||
title: 'Rajat Moona IITGN profile',
|
||||
detail: 'Computer architecture, VLSI, operating systems, embedded systems.',
|
||||
href: 'https://iitgn.ac.in/faculty/cse/fac-rajat-moona',
|
||||
},
|
||||
],
|
||||
},
|
||||
hci: {
|
||||
slug: 'hci',
|
||||
title: 'HCI & Cognitive Science',
|
||||
shortTitle: 'HCI',
|
||||
description:
|
||||
'HCI and cognitive-science work brings together human-AI interaction, brain-computer interfaces, eye tracking, accessibility, multimodal systems, neuroscience, and community health.',
|
||||
accent: {
|
||||
foreground: '#4e7b78',
|
||||
soft: '#e4f1f0',
|
||||
background: '#f5faf9',
|
||||
header: '#fbfdfd',
|
||||
border: '#cde3e1',
|
||||
},
|
||||
heroImage: {
|
||||
src: '/images/course-resources/probabilistic-machine-learning.png',
|
||||
alt: 'Probabilistic machine learning visual used for HCI and cognitive systems',
|
||||
caption: 'Human-centred intelligent systems for interaction, health, and access.',
|
||||
},
|
||||
themes: [
|
||||
'Human-AI interaction and explainable interfaces',
|
||||
'Brain-computer interfaces, EEG, EMG, and eye tracking',
|
||||
'Assistive technologies for disability, aging, and dyslexia',
|
||||
'Cognitive modelling and neural decoding',
|
||||
'Multimodal, multilingual, and accessible interaction design',
|
||||
],
|
||||
faculty: [
|
||||
{
|
||||
name: 'Yogesh Kumar Meena',
|
||||
title: 'Assistant Professor',
|
||||
focus:
|
||||
'HCI, BCI, eye tracking, motor rehabilitation, assistive systems, user experience, and community health.',
|
||||
profile: 'https://yogeshmeena.com/',
|
||||
},
|
||||
{
|
||||
name: 'Krishna Prasad Miyapuram',
|
||||
title: 'Affiliated Faculty',
|
||||
focus:
|
||||
'Cognitive science, computational neuroscience, EEG, brain decoding, and cognition-aware AI.',
|
||||
profile: 'https://cogs.iitgn.ac.in/faculty/',
|
||||
},
|
||||
{
|
||||
name: 'Shanmuganathan Raman',
|
||||
title: 'Professor',
|
||||
focus:
|
||||
'Vision, EEG-to-text collaborations, deep learning, image understanding, and multimodal perception.',
|
||||
profile: 'https://shanmuga.people.iitgn.ac.in/',
|
||||
},
|
||||
{
|
||||
name: 'Samit Bhattacharya',
|
||||
title: 'Visiting Associate Professor',
|
||||
focus:
|
||||
'Human-computer interaction and user-centred computing.',
|
||||
},
|
||||
],
|
||||
publications: [
|
||||
{
|
||||
title:
|
||||
'Operationalizing Self-Perceptions of Aging Using Reflection Probe and SPA Design Cards with HCI Practitioners',
|
||||
detail: 'CHI Extended Abstracts 2026 - HCI methods for aging and design.',
|
||||
},
|
||||
{
|
||||
title:
|
||||
'Design and Evaluation of a Multimodal Elevator System with Gaze and Multilingual Voice Controls',
|
||||
detail: 'IndiaHCI 2025 - accessible multimodal interaction.',
|
||||
},
|
||||
{
|
||||
title:
|
||||
'Explainable artificial intelligence approaches for brain-computer interfaces: a review and design space',
|
||||
detail: 'Journal of Neural Engineering 2024 - XAI for BCI.',
|
||||
},
|
||||
{
|
||||
title:
|
||||
'Hierarchic-EEG2Text: Assessing EEG-To-Text Decoding across Hierarchical Abstraction Levels',
|
||||
detail: '2026 preprint - neural decoding and language abstraction.',
|
||||
},
|
||||
],
|
||||
projects: [
|
||||
{
|
||||
title:
|
||||
'A Brain-Computer Interface Driven Mental Fatigue Monitoring System to Improve Stroke Rehabilitation Therapy',
|
||||
detail:
|
||||
'International project with Department for the Economy, Northern Ireland.',
|
||||
},
|
||||
{
|
||||
title:
|
||||
'iGazeBuddy: Multimodal Gaze-Controlled On-Screen Assisted Learning System for Dyslexia Detection and Intervention in Regional Indian Languages',
|
||||
detail: 'ANRF PMECRG project led by Yogesh Kumar Meena.',
|
||||
},
|
||||
{
|
||||
title:
|
||||
'System for augmentative and alternative communication for people with severe speech and motor disabilities',
|
||||
detail: 'Indian patent involving Yogesh Kumar Meena.',
|
||||
},
|
||||
{
|
||||
title: 'HAIx Lab',
|
||||
detail:
|
||||
'Lab focused on intelligent technologies and transforming community health and care.',
|
||||
},
|
||||
],
|
||||
sources: [
|
||||
{
|
||||
title: 'Yogesh Kumar Meena homepage',
|
||||
detail: 'HAIx Lab, HCI, BCI, eye tracking, and assistive technology.',
|
||||
href: 'https://yogeshmeena.com/',
|
||||
},
|
||||
{
|
||||
title: 'HAIx Lab team page',
|
||||
detail: 'Human-AI Interaction Lab people and directions.',
|
||||
href: 'https://labs.iitgn.ac.in/haix/team/',
|
||||
},
|
||||
{
|
||||
title: 'Cognitive Science research facilities',
|
||||
detail: 'HAIx Lab and Brain Lab context at IIT Gandhinagar.',
|
||||
href: 'https://cogs.iitgn.ac.in/research-2/research-facilities/',
|
||||
},
|
||||
{
|
||||
title: 'Postdoctoral position description',
|
||||
detail: 'Hybrid BCI and HAIx Lab project description.',
|
||||
href: 'https://cse.noticebard.com/wp-content/uploads/sites/23/2025/01/Post-Doctoral-Fellow-at-Computer-Science-Dept.-IIT-Gandhinagar.pdf',
|
||||
},
|
||||
],
|
||||
},
|
||||
};
|
||||
|
||||
export const RESEARCH_AREA_ORDER: ResearchAreaSlug[] = [
|
||||
'ai',
|
||||
'theory',
|
||||
'security',
|
||||
'data-science',
|
||||
'systems',
|
||||
'hci',
|
||||
];
|
||||
Loading…
Add table
Add a link
Reference in a new issue