Research Interest

Data Science Multimodal Learning Patent Generation Deep Learning Graph Neural Networks

Publications

Preprint

H.H. Shomee, R Chaturvedi, Y Xie, T Mallick, "SCORE: Specificity, Context Utilization, Robustness, and Relevance for Reference-Free LLM Evaluation" link

H Sharifi, H. H. Shomee, S Medya, D Chattopadhyay, "Empowering Older Adults in Digital Technology Use with Foundation Models" link

H. H. Shomee, S. K. Maity, S. Medya, "PATENTWRITER: A Benchmarking Study for Patent Drafting with LLMs" link

2026

[10] H Sharifi, H. H. Shomee, S Medya, Melissa Lamar, D Chattopadhyay, "Helping the Helper: LLM-Assisted Problem Articulation for Older Adults Seeking Technology Support," ASSETS 2026 link

2025

[9] Z Wang, H. H. Shomee, SN Ravi, S Medya, "DesignCLIP: Multimodal Learning with CLIP for Design Patent Understanding," EMNLP 2025 link

[8] H. H. Shomee, Z Wang, SN Ravi, S Medya, "A Survey on Patent Analysis: From NLP to Multimodal AI," ACL 2025 link

[7] B Wilk, H. H. Shomee, SK Maily, S Medya, "Fact-based Counter Narrative Generation to Combat Hate Speech," Web Conference 2025 link

[6] H Sharifi, H. H. Shomee, S Medya, D Chattopadhyay, "How Older Adults Communicate their Technology Problems: Challenges and Design Opportunities," CHI 2025 link

2024

[5] H. H. Shomee, Z Wang, SN Ravi, S Medya, "IMPACT: A Large-scale Integrated Multimodal Patent Analysis and Creation Dataset for Design Patents," NeurIPS 2024 link dataset

2022

[4] A. Sams and H. H. Shomee, "GAN-Based Realistic Gastrointestinal Polyp Image Synthesis," 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), Kolkata, India, 2022 link dataset

[3] A. Sams, H. H. Shomee, and S. M. M. Rahman, "HQ-finGAN: High-Quality Synthetic Fingerprint Generation Using GANs," in Circuits, Systems, and Signal Processing, vol. 41, pp. 6354–6369, 2022. link dataset

2021

[2] S. U. Sadat, H. H. Shomee, A. Awwal, S. N. Amin, M. T. Reza and M. Z. Parvez, "Alzheimer’s Disease Detection and Classification using Transfer Learning Technique and Ensemble on Convolutional Neural Networks," 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Melbourne, Australia, 2021 link

[1] H. H. Shomee and A. Sams, "License Plate Detection and Recognition System for All Types of Bangladeshi Vehicles Using Multi-step Deep Learning Model," 2021 Digital Image Computing: Techniques and Applications (DICTA), Gold Coast, Australia, 2021 link dataset