Sreedhar Reddy

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 21

Top Topics

Materials Science

Unsupervised Learning

Terminology Extraction

Top Venues

Publications

Avadhut Sardeshmukh, Sreedhar Reddy, Gautham B. P., Pushpak Bhattacharyya
Material Microstructure Design Using VAE-Regression with Multimodal Prior. CoRR (2024)
Avadhut Sardeshmukh, Sreedhar Reddy, Gautham B. P., Pushpak Bhattacharyya
Material Microstructure Design Using VAE-Regression with a Multimodal Prior. PAKDD (6) (2024)
Sapan Shah, Sreedhar Reddy, Pushpak Bhattacharyya
Retrofitting Light-weight Language Models for Emotions using Supervised Contrastive Learning. EMNLP (2023)
Sushant Vale, Sreedhar Reddy, Sivakumar Subramanian, Subhrojyoti Roy Chaudhuri, Sri Harsha Nistala, Anirudh Deodhar, Venkataramana Runkana
A Model-driven Approach for Knowledge-based Engineering of Industrial Digital Twins. MODELS (2023)
Sapan Shah, Sreedhar Reddy, Pushpak Bhattacharyya
Retrofitting Light-weight Language Models for Emotions using Supervised Contrastive Learning. CoRR (2023)
Vinay Kulkarni, Sreedhar Reddy, Souvik Barat, Jaya Dutta
Toward a Symbiotic Approach Leveraging Generative AI for Model Driven Engineering. MODELS (2023)
Sapan Shah, Sreedhar Reddy, Pushpak Bhattacharyya
Affective Retrofitted Word Embeddings. AACL/IJCNLP (1) (2022)
Sapan Shah, Sreedhar Reddy, Pushpak Bhattacharyya
Emotion Enriched Retrofitted Word Embeddings. COLING (2022)
Avadhut Sardeshmukh, Sreedhar Reddy, Gautham B. P., Ankit Agrawal
Machine Learning for Materials Science (MLMS). KDD (2022)
Suman Roychoudhury, Mayur Selukar, Deepali Kholkar, Suraj, Namrata Choudhary, Vinay Kulkarni, Sreedhar Reddy
Learning-Aided Adaptation - A Case Study from Wellness Ecosystem. EDOC Workshops (2022)
Deepali Kholkar, Suman Roychoudhury, Vinay Kulkarni, Sreedhar Reddy
Learning to Adapt - Software Engineering for Uncertainty. ISEC (2022)
Neelanshi Wadhwa, Sarath S, Sapan Shah, Sreedhar Reddy, Pritwish Mitra, Deepak Jain, Beena Rai
Device Fabrication Knowledge Extraction from Materials Science Literature. AAAI (2021)
Vishnudas Raveendran, Sapan Shah, Sreedhar Reddy
A Model Driven Approach to Building Domain Specific Search Engines. MoDELS (Companion) (2021)
Avadhut Sardeshmukh, Sreedhar Reddy, Gautham B. P., Pushpak Bhattacharyya
TextureVAE: Learning Interpretable Representations of Material Microstructures Using Variational Autoencoders. AAAI Spring Symposium: MLPS (2021)
Sapan Shah, Sreedhar Reddy, Pushpak Bhattacharyya
A Retrofitting Model for Incorporating Semantic Relations into Word Embeddings. COLING (2020)
Sapan Shah, Sarath S, Sreedhar Reddy
Similarity Driven Unsupervised Learning for Materials Science Terminology Extraction. Computación y Sistemas 23 (3) (2019)
Vinay Kulkarni, Sreedhar Reddy
From Building Systems Right to Building Right Systems - A Generic Architecture and Its Model Based Realization. STAF Workshops (2017)
Avadhut Sardeshmukh, Sreedhar Reddy, Gautham B. P., Amol Joshi
Bayesian Networks for Inverse Inference in Manufacturing Bayesian Networks. ICMLA (2017)
Raghavendra Reddy Yeddula, Sushant Vale, Sreedhar Reddy, Chetan P. Malhotra, Gautham B. P., Pramod Zagade
A Knowledge Modeling Framework for Computational Materials Engineering. SEKE (2016)
Prasenjit Das, Raghavendra Reddy Yeddula, Sreedhar Reddy
A Model Driven Framework for Integrated Computational Materials Engineering. ModSym+SAAAS@ISEC (2016)
Sapan Shah, Avadhut Sardeshmukh, Shuaib Ahmed, Sreedhar Reddy
Soft Monotonic Constraint Support Vector Regression. COMAD (2016)
Raghavendra Reddy Yeddula, Prasenjit Das, Sreedhar Reddy
A Model-Driven Approach to Enterprise Data Migration. CAiSE (2015)
Ashwin Bahulkar, Sreedhar Reddy
Ontology Driven Information Extraction from Tables Using Connectivity Analysis. OTM Conferences (2013)
Asha Rajbhoj, Sreedhar Reddy
A Graph-Pattern Based Approach for Meta-Model Specific Conflict Detection in a General-Purpose Model Versioning System. MoDELS (2013)
Sapan Shah, Sreedhar Reddy
Context Aware Ontology based Information Extraction. COMAD (2012)
Vinay Kulkarni, Sreedhar Reddy, Asha Rajbhoj
Scaling Up Model Driven Engineering - Experience and Lessons Learnt. MoDELS (2) (2010)
Sreedhar Reddy
A Model Driven Approach to Enterprise Data Integration. COMAD (2010)
Vinay Kulkarni, Sreedhar Reddy
Extending AOP with models. ISEC (2009)
Vinay Kulkarni, Sreedhar Reddy
A model-driven approach for developing business applications: experience, lessons learnt and a way forward. ISEC (2008)
Vinay Kulkarni, Sreedhar Reddy
An abstraction for reusable MDD components: model-based generation of model-based code generators. GPCE (2008)
Vinay Kulkarni, Sreedhar Reddy
Introducing MDA in a large IT consultancy organization. APSEC (2006)
Vinay Kulkarni, Sreedhar Reddy
A Model-Driven Architectural Framework for Integration-Capable Enterprise Application Product Lines. ECMDA-FA (2006)
Vinay Kulkarni, Sreedhar Reddy
Model-Driven Development of Enterprise Applications. UML Satellite Activities (2004)
Vinay Kulkarni, Sreedhar Reddy
Integrating Aspects with Model Driven Software Development. Software Engineering Research and Practice (2003)
Vinay Kulkarni, Sreedhar Reddy
Separation of Concerns in Model-Driven Development. IEEE Softw. 20 (5) (2003)
Vinay Kulkarni, R. Venkatesh, Sreedhar Reddy
Generating Enterprise Applications from Models. OOIS Workshops (2002)