Journal Publications
July 2025
A Multi Relational Graph-based Approach for Stock Movement Prediction and Portfolio Optimization
Manali Patel, Shreya Goyal, Krupa Jariwala, Chiranjoy Chattopadhyay
Neurocomputing
November 2023
Hybrid Self-supervised Learning-Based Architecture for Construction Progress Monitoring
Shreya Goyal, Varun Kumar Reja, Koshy Vargese, Balaraman Ravindran, Quang Ha
Automation in Construction
November 2023
FVCap: An Approach to Understand Scanned Floor Plan Images Using Deep Learning and Its Applications
Shreya Goyal, Chiranjoy Chattopadhyay, and Gaurav Bhatnagar
SN Computer Science
April 2023
Survey of Adversarial Robustness and Defenses in NLP
Shreya Goyal, Sumanth Doddapaneni, Mitesh Khapra, Balaraman Ravindran
ACM Computing Surveys
January 2022
GRIHA: Synthesizing 2-Dimensional Building Layouts from Images Captured using a Smart Phone
Shreya Goyal, Naimul Khan, Chiranjoy Chattopadhyay, Gaurav Bhatnagar
Multimedia Tools and Applications
March 2021
Knowledge Driven Description Synthesis for Floor Plan Interpretation
Shreya Goyal, Chiranjoy Chattopadhyay, Gaurav Bhatnagar
International Journal on Document Analysis and Recognition
September 2019
SUGAMAN: Describing Floor Plans for Visually Impaired by Annotation Learning and Proximity based Sentence Model
Shreya Goyal, Satya Bhavsar, Shreya Patel, Chiranjoy Chattopadhyay, Gaurav Bhatnagar
IET Image Processing
Conference Publications
December 2025
Beyond the Ticker: Graph-Fused Stock Forecasting with Candlestick Chart, Temporal, and Relational Intelligence
Manali Patel, Shreya Goyal, Krupa Jariwala, and Chiranjoy Chattopadhyay
ACM International Conference on Data Science (CODS), Pune, India
2025
Multi-step PLC Code Generation using LLMs: A Practical Framework for Industrial Applications
Shreya Goyal, Debasish Mishra, Yash Shah
Amazon Robotics Conference
December 2024
D2CTNet: An Approach to Detect Dynamics of Candlestick Charts and Technical Indicators for Stock Market
Manali Patel, Shreya Goyal, Krupa Jariwala, Chiranjoy Chattopadhyay
CODS-COMAD
2024
InSaAF: Incorporating Safety through Accuracy and Fairness: Are LLMs Ready for the Indian Legal Domain?
Yogesh Tripathi, Raghav Donakanti, Sahil Girhepuje, Ishan Kavathekar, Bhaskara Hanuma Vedula, Gokul S. Krishnan, Shreya Goyal, Anmol Goel, Balaraman Ravindran, and Ponnurangam Kumaraguru
37th International Conference on Legal Knowledge and Information Systems (JURIX)
January 2024
CookingINWild: Unleashing the Challenges of Indian Cuisine Cooking Videos for Action Recognition
Sandeep Khanna, Shreya Goyal, Chiranjoy Chattopadhyay, and Suman Kundu
International Conference on Data Science and Management of Data (CODS-COMAD), Bangalore, India
July 2023
Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic Languages
Sumanth Doddapaneni, Rahul Aralikatte, Shreya Goyal, Gowtham Ramesh, Mitesh M. Khapra, Anoop Kunchukuttan and Pratyush Kumar
ACL, Toronto, Canada
2023
Are Models Trained on Indian Legal Data Fair?
Sahil Girhepuje, Anmol Goel, Gokul Krishnan, Shreya Goyal, Satyendra Pandey, Ponnurangam Kumaraguru, Balaram Ravindran
Symposium on AI and Law
December 2021
A Hybrid Network for Scanned Floor Plan Image Recognition and Room Labeling
Shreya Goyal, Chiranjoy Chattopadhyay, Gaurav Bhatnagar
International Conference on Pattern Recognition and Machine Intelligence, Kolkata, India
September 2020
LayART: Generating Indoor Layout using ARCore Transformations
Shreya Goyal, Naimul Khan, Chiranjoy Chattopadhyay, Gaurav Bhatnagar
IEEE International Conference on Multimedia Big Data (BigMM)
September 2019
BRIDGE: Building Plan Repository for Image Description Generation, and Evaluation
Shreya Goyal, Vishesh Mistry, Chiranjoy Chattopadhyay, Gaurav Bhatnagar
IAPR International Conference on Document Analysis and Recognition (ICDAR), Sydney, Australia (Oral)
September 2019
A Framework for the Conversion of Textual Big Data into 2D Architectural Floor Plan
Mahak Jain, Anurag Sanyal, Shreya Goyal, Chiranjoy Chattopadhyay, Gaurav Bhatnagar
1st International Workshop on Big Data in Culture, Design and Heritage, IEEE BigMM, Singapore
October 2018
ASYSST: A Framework for Synopsis Synthesis Empowering Visually Impaired
Shreya Goyal, Chiranjoy Chattopadhyay, Gaurav Bhatnagar
Workshop on Multimedia for Accessible Human Computer Interface, ACM Multimedia (MM 2018), Seoul, Korea
March 2018
Plan2Text: A Framework for Describing Building Floor Plan Images From First Person Perspective
Shreya Goyal, Chiranjoy Chattopadhyay, Gaurav Bhatnagar
IEEE Colloquium on Signal Processing and its Applications (CSPA 2018), Malaysia
March 2016
Image Thresholding based on Fuzzy Logics
Shreya Goyal, Gaurav Bhatnagar
International Conference on Recent Trends in Engineering and Material Sciences
Other Publications & Preprints
2024
Multi-lingual Document Processor (MDP) - Open Source Framework
Shreya Goyal et al.
Open source document narration generation framework
View on GitHub →
2023
Key-phrase Boosted Unsupervised Summary Generation for FinTech Organization
Aadit Deshpande, Shreya Goyal, Prateek Nagwanshi, Avinash Tripathy
arXiv preprint
View on arXiv →
2019
Semantic Understanding of Floor Plan Images through Machine Learning Techniques
Shreya Goyal
Doctoral Consortium, ICDAR 2019
2017
Automatic Textual Description Synthesis from Building Floor Plan Images
Shreya Goyal, Chiranjoy Chattopadhyay, Gaurav Bhatnagar
IAPR Summer School on Document Analysis: Document Informatics, Jaipur, India