[et_pb_section fb_built=”1″ _builder_version=”4.16″ _module_preset=”default” custom_margin=”||0px||false|false” custom_padding=”||0px||false|false” global_colors_info=”{}”][et_pb_row _builder_version=”4.16″ _module_preset=”default” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.16″ _module_preset=”default” global_colors_info=”{}”][et_pb_text _builder_version=”4.16″ _module_preset=”default” text_font=”Roboto Slab||||||||” text_text_color=”#97222B” header_font=”Roboto Slab||||on||||” header_text_color=”#97222B” global_colors_info=”{}”]<\/p>\n
This page details the active\/completed Research Projects from the Department of Computer Science and Engineering with IIT Tirupati affiliation.<\/p>\n
The projects are broadly classified into four categories based on their nature and source of funding.<\/p>\n
[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=”1_4,1_4,1_4,1_4″ _builder_version=”4.16″ _module_preset=”default” global_colors_info=”{}”][et_pb_column type=”1_4″ _builder_version=”4.16″ _module_preset=”default” global_colors_info=”{}”][et_pb_number_counter title=”Sponsored Projects” number=”16″ percent_sign=”off” _builder_version=”4.27.4″ _module_preset=”default” hover_enabled=”0″ global_colors_info=”{}” sticky_enabled=”0″][\/et_pb_number_counter][\/et_pb_column][et_pb_column type=”1_4″ _builder_version=”4.16″ _module_preset=”default” global_colors_info=”{}”][et_pb_number_counter title=”Consultancy Projects” number=”14″ percent_sign=”off” _builder_version=”4.27.4″ _module_preset=”default” hover_enabled=”0″ global_colors_info=”{}” sticky_enabled=”0″][\/et_pb_number_counter][\/et_pb_column][et_pb_column type=”1_4″ _builder_version=”4.16″ _module_preset=”default” global_colors_info=”{}”][et_pb_number_counter title=”Covid-19 Projects” number=”3″ percent_sign=”off” _builder_version=”4.16″ _module_preset=”default” global_colors_info=”{}”][\/et_pb_number_counter][\/et_pb_column][et_pb_column type=”1_4″ _builder_version=”4.16″ _module_preset=”default” global_colors_info=”{}”][et_pb_number_counter title=”Other Projects” number=”18″ percent_sign=”off” _builder_version=”4.19.1″ _module_preset=”default” global_colors_info=”{}”][\/et_pb_number_counter][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ _builder_version=”4.16″ _module_preset=”default” global_colors_info=”{}”][et_pb_row _builder_version=”4.16″ _module_preset=”default” hover_enabled=”0″ global_colors_info=”{}” sticky_enabled=”0″][et_pb_column type=”4_4″ _builder_version=”4.16″ _module_preset=”default” global_colors_info=”{}”][et_pb_tabs active_tab_background_color=”#97222B” active_tab_text_color=”#FFFFFF” _builder_version=”4.27.4″ _module_preset=”default” tab_text_color=”#2C009E” body_font=”Roboto Slab||||||||” body_text_color=”#97222B” tab_font=”Roboto Slab|600|||||||” tab_font_size=”16px” hover_enabled=”0″ tab_text_color_tablet=”” tab_text_color_phone=”” tab_text_color_last_edited=”on|desktop” global_colors_info=”{}” tab_text_color__hover=”#E09900″ tab_text_color__hover_enabled=”on|hover” sticky_enabled=”0″][et_pb_tab title=”Sponsored Projects” _builder_version=”4.27.4″ _module_preset=”default” body_text_color=”#97222B” hover_enabled=”0″ global_colors_info=”{}” sticky_enabled=”0″]<\/p>\n
Sponsored by: TiHAN (IIT Hyderabad)<\/p>\n
Amount: 8,30,500<\/p>\n
Faculty Involved: Dr. Chalavadi Vishnu<\/a>, <\/span>Dr. Kalidas Y<\/a><\/span><\/p>\n Sponsored by: Inclusivity Research Grant (ANRF)<\/p>\n Amount: 43,43,196<\/p>\n Faculty Involved: Dr. Chalavadi Vishnu<\/a><\/span><\/p>\n Sponsored by: Prime Minister Early Career Research Grant (ANRF)<\/p>\n Amount: 42,93,696<\/p>\n Faculty Involved: Dr. Chalavadi Vishnu<\/a><\/span><\/p>\n Sponsored by: DST Science Heritage and Research Initiative (SHRI) Scheme<\/p>\n Amount: 32,50,400<\/p>\n Faculty Involved: Dr. Sridhar Chimalakonda<\/a>, Prof. Venkata Ramana Badarla<\/a> Sponsored by: AMD AI & HPC fund<\/p>\n Amount: Access to HPC cluster<\/p>\n Faculty Involved:\u00a0Dr Raghavendra Kanakagiri<\/a><\/span><\/p>\n Sponsored by: DST\/CRG<\/p>\n Amount: 30 Lakhs<\/p>\n Faculty Involved:\u00a0Dr Kalidas Y<\/a><\/span><\/p>\n Sponsored by: DST\/SHRI<\/p>\n Amount: 79 Lakhs<\/p>\n Faculty Involved:\u00a0Dr Kalidas Y<\/a><\/span><\/p>\n Sponsored by: SERB<\/p>\n Amount: Rs.74,85,000<\/p>\n Faculty Involved:\u00a0Dr G. Ramakrishna<\/a><\/span><\/p>\n Sponsored by: IBM Research<\/p>\n Amount: $2700<\/p>\n Faculty Involved:\u00a0Dr Sridhar Chimalakonda<\/a><\/span><\/p>\n Sponsored by: ISRO<\/p>\n Amount: 21.8 Lakhs<\/p>\n Faculty Involved:\u00a0Dr Sridhar Chimalakonda<\/a><\/span><\/p>\n Sponsored by: MEITY<\/p>\n Amount: 85 Lakhs<\/p>\n Faculty Involved:\u00a0Dr Jayanarayan T Tudu<\/a><\/span><\/p>\n Sponsored by: DST India (SERB)<\/p>\n Amount: 19 Lakhs<\/p>\n Faculty Involved: Dr Kalidas Yeturu<\/a><\/span><\/p>\n Sponsored by: DST India (SERB)<\/p>\n Amount: 32 Lakhs<\/p>\n Faculty Involved:\u00a0Dr Jayanarayan T Tudu<\/a><\/span><\/p>\n Sponsored by: DST India (TARE)<\/p>\n Amount: 10 Lakhs<\/p>\n Faculty Involved:\u00a0Dr Venkata Ramana Badarla<\/a><\/span><\/p>\n Sponsored by: DST India<\/p>\n Amount: 25 Lakhs<\/p>\n Faculty Involved:\u00a0Dr Sridhar Chimalakonda<\/a><\/span><\/p>\n Sponsored by: SERB<\/p>\n Amount: 29.5 Lakhs<\/p>\n Faculty Involved:\u00a0Dr Sridhar Chimalakonda<\/a><\/span><\/p>\n [\/et_pb_tab][et_pb_tab title=”Consultancy Projects” _builder_version=”4.22.1″ _module_preset=”default” body_text_color=”#97222B” global_colors_info=”{}”]<\/p>\n Sponsored by: Toshiba Software (India) Pvt. Ltd.<\/p>\n Amount: 5,77,500<\/p>\n Faculty Involved: <\/span><\/a>Dr Raghavendra Kanakagiri<\/a><\/span><\/span><\/p>\n Sponsored by: Toshiba India Software Pvt. Ltd.<\/p>\n Amount: 5,77,500<\/p>\n Faculty Involved: <\/span><\/a>Dr. Kalidas Y<\/a><\/span><\/span><\/p>\n Sponsored by: Toshiba R&D<\/p>\n Amount: 13,91,250<\/p>\n Faculty Involved: <\/span><\/a>Dr. Kalidas Y<\/a><\/span><\/span><\/p>\n Sponsored by: Accenture<\/p>\n Amount: $25,000<\/p>\n Faculty Involved:\u00a0Dr Sridhar Chimalakonda<\/a><\/span><\/p>\n <\/span><\/p>\n Sponsored by: Robert Bosh R&D<\/p>\n Amount: 15 Lakhs<\/p>\n Faculty Involved:\u00a0Dr Sridhar Chimalakonda<\/a><\/span><\/p>\n <\/span><\/p>\n Sponsored by: COL CEMCA<\/p>\n Amount: 7.37 Lakhs<\/p>\n Faculty Involved:\u00a0Dr Sridhar Chimalakonda<\/a><\/span><\/p>\n Sponsored by: Exafluence<\/p>\n Amount: $25,000<\/p>\n Faculty Involved:\u00a0Dr Sridhar Chimalakonda<\/a><\/span><\/p>\n From Source Code and Requirements<\/p>\n Sponsored by: Robert Bosh R&D<\/p>\n Amount: 15.75 Lakhs<\/p>\n Faculty Involved:\u00a0Dr Sridhar Chimalakonda<\/a><\/span><\/p>\n <\/span><\/p>\n In Machine Learning Driven Software Systems<\/p>\n Sponsored by: Accenture Labs, USA<\/p>\n Amount: $25,000<\/p>\n Faculty Involved:\u00a0Dr Sridhar Chimalakonda<\/a><\/span><\/p>\n Involving Generation of Knowledge Graphs for Requirements and Code<\/p>\n Sponsored by: Robert Bosch R&D<\/p>\n Amount: 14.5 Lakhs<\/p>\n Faculty Involved:\u00a0Dr Sridhar Chimalakonda<\/a><\/span><\/p>\n Involving both design of metrics and design of algorithms<\/p>\n Sponsored by: Toshiba R&D<\/p>\n Amount: 11.55 Lakhs<\/p>\n Duration: 01-May-2020 to 31-Mar-2021<\/p>\n Faculty Involved:\u00a0Dr Kalidas Yeturu<\/a><\/span><\/p>\n Sponsored by: Facebook R&D India<\/p>\n Amount: 26 Lakhs<\/p>\n Duration: 01-June-2021 to 31-May-2022<\/p>\n Faculty Involved:\u00a0Dr Kalidas Yeturu<\/a><\/span><\/p>\n <\/span><\/p>\n Sponsored by: Toshiba R&D<\/p>\n Amount: 11.55 Lakhs<\/p>\n Duration: 01-May-2021 to 31-Mar-2022<\/p>\n Faculty Involved:\u00a0Dr Kalidas Yeturu<\/a><\/span><\/p>\n Sponsored by: Toshiba R&D<\/p>\n Amount: 13.91 Lakhs<\/p>\n Duration: 01-July-2019 to 31-Mar-2020<\/p>\n Faculty Involved:\u00a0Dr Kalidas Yeturu<\/a><\/span><\/p>\n Sponsored by: Facebook India<\/p>\n Faculty Involved: Dr Kalidas Yeturu<\/a><\/span><\/p>\n A Game for Improving Awareness of Social Distancing and Health Measures for Covid-19 Pandemic<\/p>\n Sponsored by : Richard Lounsbery Foundation, USA<\/p>\n Amount: $12,000<\/p>\n Faculty Involved: Dr Sridhar Chimalakonda<\/a><\/span><\/p>\n An Interactive Web Portal Based on Emotion Analysis of Twitter Data (CSCW 2020 Demo Track) Details : https:\/\/arxiv.org\/abs\/2005.02955 Faculty Involved: Dr Sridhar Chimalakonda<\/a><\/span><\/p>\n <\/span><\/p>\n Towards Automated Detection of Deprecated APIs in Python Libraries Faculty Involved: Dr Sridhar Chimalakonda<\/a><\/span><\/p>\n Towards Enhancing User Experience by Augmenting Stack Overflow with Emojis Faculty Involved: Dr Sridhar Chimalakonda<\/a><\/span><\/p>\n Towards Understanding Architectural Changes in Python Projects Faculty Involved: Dr Sridhar Chimalakonda<\/a><\/span><\/p>\n A reference frame invariant algorithm for vector embedding of protein\u2013ligand binding sites Faculty Involved: Dr Kalidas Yeturu<\/a><\/span><\/p>\n A Web Accessibility Tool based on WCAG 2.1 Guidelines Faculty Involved: Dr Sridhar Chimalakonda<\/a><\/span><\/p>\n Towards Using Badges as Visual Cues for GitHub Projects Faculty Involved: Dr Sridhar Chimalakonda<\/a><\/span><\/p>\n Towards Design and Development of a Computational Notebook for Rapid Game Prototyping Faculty Involved: Dr Sridhar Chimalakonda<\/a><\/span><\/p>\n A platform for large scale digital document sub-region annotation and retrieval based on novel concepts of model pooling and workflow microservices Faculty Involved: Dr Kalidas Yeturu<\/a><\/span><\/p>\n An algorithm for reference frame agnostic vectorization of handwritten signatures Faculty Involved: Dr Kalidas Yeturu<\/a><\/span><\/p>\n The core idea of the tool is to leverage static and dynamic code summarization techniques for improving comprehension of source code for novice programmers. Faculty Involved: Dr Sridhar Chimalakonda<\/a><\/span><\/p>\n Towards Intent-based Clustering of Stack Overflow Questions using Graph-Based Approach. Faculty Involved: Dr Sridhar Chimalakonda<\/a><\/span><\/p>\n AiR, an android application uses augmented reality to visualize air pollution based on pollutants\u2019 data from the Central Pollution Control Board for 222 stations across India. Faculty Involved: Dr Sridhar Chimalakonda<\/a><\/span><\/p>\n <\/span><\/p>\n A game for novice programmers to learn code smells (ICSE 2020) Faculty Involved: Dr Sridhar Chimalakonda<\/a><\/span><\/p>\n <\/span><\/p>\n A treasure hunt game for novice programmers to learn debugging, Smart Learning Environments journal Faculty Involved: Dr Sridhar Chimalakonda<\/a><\/span><\/p>\n Towards Emojifying Gmail Conversations (To Appear in 54th HICSS 2021)<\/p>\n Details: https:\/\/arxiv.org\/abs\/2010.06403<\/a><\/u> Faculty Involved: Dr Sridhar Chimalakonda<\/a><\/span><\/p>\n Towards Turning YouTube into a Development Environment (CSCW 2020 Demo Track) Faculty Involved: Dr Sridhar Chimalakonda<\/a><\/span><\/p>\n <\/span><\/p>\n General Purpose Workflow System – Use case deployed at IITT for HTTA\/HTRA processes
\n<\/h5>\n
15. Robust Adversarial Attacks and Defense Mechanisms on 2D & 3D Object Detection Models
<\/b><\/h5>\n
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14. Building Optimized Deep Learning Architectures for Real-time Analysis in Drones & Autonomous Vehicles
<\/b><\/h5>\n
\n13. AR Storytelling for Srimad Bhagavatam – An Immersive Experience Through Time and Scale
<\/b><\/h5>\n
<\/span><\/p>\n
\n12. Accelerating Tensor Computations
<\/b><\/h5>\n
\n11. Configurable learning through dynamic fusion of light-weight few-class object detectors \u2013 Applications to EHR from clinical records
<\/b><\/h5>\n
\n10. ShreeAkshara – A highly scalable algorithmic suite and platform for semantic annotation, search and indexing of digital cultural heritage documents
<\/b><\/h5>\n
\n9. PHEM for D\u00b3 \u2013 Parallel Heterogeneous External Memory Algorithms for Dealing with the Data Deluge
<\/b><\/h5>\n
\n8. AI Assisted Techniques to Extract Business Rules from Legacy Code Base<\/b><\/h5>\n
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7. AI-Driven Bug Classification and Detection in Onboard Satellite Software Systems<\/b><\/h5>\n
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6. C2S System Design<\/b><\/h5>\n
\n<\/strong><\/h5>\n
5. Deep Learning Algorithms for Molecular Structural Analysis with Applications in Drug Discovery and Bioinformatics<\/strong><\/h5>\n
\n<\/h5>\n
4. Intelligent Fault-tolerant Architecture for Low power Testing of IoT Nodes<\/b><\/h5>\n
\n<\/h5>\n
3. A Scalable Secure Architecture Model for privacy and performance in IoT<\/b><\/h5>\n
\n<\/h5>\n
2. A Virtual AR\/VR Museum for Science and Technology Literacy<\/b><\/h5>\n
\n<\/h5>\n
1. Semi-Automatically Generating Documentation to Facilitate Software Maintenance in Legacy Software Systems<\/b><\/h5>\n
\n<\/b><\/h3>\n
<\/h5>\n
14. Exploration and development of CUDA based framework for optimizing LLM inference.
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13. Exploration and Benchmarking of code generating LLMs and agents
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12. A compiler based approach for automatic conversion of python to C++
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11. Green AI Frameworks – Comparing Energy Consumption of Deep Learning Frameworks<\/b><\/h5>\n
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10. An Approach for Generation of Source Code Centric Knowledge Graphs for Test Specification<\/b><\/h5>\n
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9. Online Facilitation of Debugging Skills through Game Based Learning<\/b><\/h5>\n
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8. Towards Comprehending COBOL Programs through Knowledge Graphs<\/b><\/h5>\n
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7. An Approach for Incremental Generation of Knowledge Graphs<\/b><\/h5>\n
\n<\/h5>\n
6. Discovering Energy-Hungry Patterns<\/b><\/h5>\n
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5. A Novel approach for Bug localization<\/b><\/h5>\n
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4. Machine learning algorithm design for anomaly detection in multivariate wave patterns<\/b><\/h5>\n
\n<\/b><\/h5>\n
3. Disaster Response Dashboard for India<\/b><\/h5>\n
\n2. A software platform for explainability driven anomaly detection<\/b><\/h5>\n
\n1. Design and development of algorithms for waveform characterization for anomaly detection under sparse data scenarios<\/b><\/h5>\n
[\/et_pb_tab][et_pb_tab title=”Covid-19 Projects” _builder_version=”4.22.1″ _module_preset=”default” body_text_color=”#97222B” global_colors_info=”{}”]<\/p>\n3. GeoCov19 Population Mobility Analytics<\/h5>\n
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2. SurviveCovid-19++<\/h5>\n
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1. Mood of India During Covid-19<\/h5>\n
\nThe mood of the India portal is an interactive web portal that can be used to understand the emotions of people across India or specific states\/cities (based on analysis of over half a million COVID-19 related tweets) on a specific date or date range during Covid-19.
\nThe portal was used in the states of Rajasthan and Delhi.<\/p>\n
\n<\/a><\/u><\/p>\n
[\/et_pb_tab][et_pb_tab title=”Other Projects” _builder_version=”4.22.1″ _module_preset=”default” body_text_color=”#97222B” global_colors_info=”{}”]<\/p>\n18. APIScanner <\/b><\/h5>\n
\nVideo: https:\/\/youtu.be\/1hy_ugf-iek<\/a><\/u>
\nInstallation: https:\/\/bit.ly\/2KXMLkO<\/a><\/u><\/p>\n
\n<\/h5>\n
17. StackEmo <\/b><\/h5>\n
\nVideo: https:\/\/youtu.be\/j8lCtnx2MHg<\/a><\/u>
\nSource: https:\/\/github.com\/AkhilaSriManasa\/StackEmo<\/a><\/u><\/p>\n
\n<\/h5>\n
16. AC2<\/sup><\/b><\/h5>\n
\nVideo: https:\/\/www.youtube.com\/watch?v=GNrJfZ0RCVI<\/a><\/u>
\nSource: https:\/\/github.com\/dheerajrox\/AC2<\/a><\/u><\/p>\n
\n<\/h5>\n
15. Site2Vec<\/b><\/h5>\n
\nFor Details: https:\/\/services.iittp.ac.in\/bioinfo\/home<\/a><\/u>
\nService: https:\/\/services.iittp.ac.in\/site2vec\/home<\/a><\/u><\/p>\n
\n<\/h5>\n
14. WAccess<\/b><\/h5>\n
\nWAccess highlights violations of 8 guidelines from WCAG 2.0 and 9 guidelines from WCAG 2.1 and suggests the fix for violations while specifying violating code snippet simultaneously. The tool has detected 11195 violations in 118 Indian government websites as part of the evaluation.<\/p>\n
\n<\/h5>\n
13. GitQ<\/b><\/h5>\n
\nGitQ automatically augments GitHub repositories with badges representing information about source code and project maintenance metrics.<\/p>\n
\n<\/h5>\n
12. NoteG<\/b><\/h5>\n
\nNoteG is a Jupyter Notebook that helps game developers (especially novices) to quickly prototype role-playing games, with the ability to update game elements during gameplay in the NoteG environment itself.<\/p>\n
\n<\/h5>\n
11. Annotator<\/b><\/h5>\n
\nService: https:\/\/services.iittp.ac.in\/annotator<\/a><\/u><\/p>\n
\n<\/h5>\n
10. Signature2Vec<\/b><\/h5>\n
\nService: https:\/\/services.iittp.ac.in\/signature2vec\/auth\/login<\/a><\/u><\/p>\n
\n<\/h5>\n
9. COSPEX: A Program Comprehension Tool for NoviceProgrammers
\n<\/b><\/h5>\n
\nTool: https:\/\/github.com\/Naxs-me\/COSPEX
\n<\/a><\/u>Video: https:\/\/www.youtube.com\/watch?v=HfHPaHAkqHQ<\/a><\/u><\/p>\n
\n<\/h5>\n
8. SOCluster
\n<\/b><\/h5>\n
\nSource Code: https:\/\/github.com\/Liveitabhi\/SOCluster
\n<\/a><\/u>Video: https:\/\/www.youtube.com\/watch?v=uyn8ie4h3NY
\n<\/a><\/u><\/p>\n
\n<\/h5>\n
7. AiR – An Augmented Reality Application for Visualizing Air Pollution
\n<\/b><\/h5>\n
\nThe app has more than 1000 downloads on Google Play Store with a review of 4.5
\nDetails: https:\/\/arxiv.org\/pdf\/2006.02136
\n<\/a><\/u>Student Team: Noble, Dheeraj, Akhila<\/p>\n
\n<\/h5>\n
6. Refactor4Green
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\nVideo: https:\/\/www.youtube.com\/watch?v=GdmwOvTuabE&t=3s<\/a><\/u><\/p>\n
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5. G4D
\n<\/b><\/h5>\n
\nDetails: https:\/\/bit.ly\/3j5mMTH<\/a><\/u><\/p>\n
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4. EmoG
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\nVideo: https:\/\/youtu.be\/BBiJan3-98g<\/a><\/u><\/p>\n
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3. YTCoder
\n<\/b><\/h5>\n
\nVideo: https:\/\/youtu.be\/qy4BW1ERwkM<\/a><\/u><\/p>\n
\n<\/h5>\n
2. Workflow System
\n<\/b><\/h5>\n
\nVideo: https:\/\/services.iittp.ac.in\/workflow<\/a><\/u><\/p>\n