Publications

Google Scholar ProfileResearchGate Profile

Under Review [*: Equal Contribution]

  • Md Mofijul Islam, Alexi Gladstone, Tariq Iqbal, “EQA-MX: Embodied Question Answering using Multimodal Human Expression,” CVPR-2023
  • Mohammad Samin Yasar * , Md Mofijul Islam * , Tariq Iqbal, “IMPRINT: Interactional Dynamics-aware Motion Prediction in Teams using Multimodal Context,” ACM Transaction on Human-Robot Interaction

Journal Publications (Peer Reviewed): [*: Equal Contribution]

Conference Publications (Peer Reviewed):

  • Riashat Islam, Hongyu Zang, Manan Tomar, Aniket Didolkar, Md Mofijul Islam, Samin Yeasar Arnob, Tariq Iqbal, Xin Li, Anirudh Goyal, Nicolas Heess, Alex Lamb, “Representation Learning in Deep RL via Discrete Information Bottleneck,” AISTATS-2023
  • Md Mofijul Islam, Alexi Gladstone, Tariq Iqbal, “PATRON: Perspective-aware Multitask Model for Referring Expression Grounding using Embodied Multimodal Cues,” AAAI-2023 [Main Track Acceptance Rate: 19.6%]
  • Md Mofijul Islam, Reza Manuel Mirzaiee, Alexi Gladstone, Haley N Green, Tariq Iqbal, “CAESAR: An Embodied Simulator for Generating Multimodal Referring Expression Datasets,” Accepted in NeurIPS 2022 (Track on Datasets and Benchmarks)
  • Md Mofijul Islam, Gustavo Aguilar, Pragaash Ponnusamy, Clint Solomon Mathialagan, Chengyuan Ma, Chenlei Guo, “A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning” Accepted in ACL Workshop on Representation Learning for NLP 2022 [Paper]
  • Md Mofijul Islam, Tariq Iqbal, “MuMu: Cooperative Multitask Learning-based Guided Multimodal Fusion” Accepted in Association for the Advancement of Artificial Intelligence (AAAI), 2022 [Main Track: Oral; Oral Acceptance Rate: 4.6%] [Pre-print] [Video Presentation] [Flash Talk]
  • Haley N Green, Md Mofijul Islam, Shahira Ali, Tariq Iqbal, “Who’s Laughing NAO? Examining Perceptions of Failure in a Humorous Robot Partner” Accepted in Human Robot Interaction (HRI) 2022 [Acceptance Rate: 24.8%]
  • Haley N Green, Md Mofijul Islam, Shahira Ali, Tariq Iqbal, “iSpy a Humorous Robot: Evaluating the Perceptions of Humor Types in a Robot Partner”, Accepted in Association for the Advancement of Artificial Intelligence (AAAI) Spring Symposium on Putting AI in the Critical Loop: Assured Trust and Autonomy in Human-Machine Teams, 2022
  • Navya Annapareddy, Emir Sahin, Sander Abraham, Md Mofijul Islam, Max DePiro, Tariq Iqbal, “A Robust Pedestrian and Cyclist Detection Method Using Thermal Images” Accepted in Systems and Information Engineering Design Symposium (SIEDS), 2021
  • Md Mofijul Islam, Tariq Iqbal, “HAMLET: A Hierarchical Multimodal Attention-based Human Activity Recognition”, accepted in IROS-2020. PDF, [Video Presentation]
  • Md Mofijul Islam, Amar Debnath, Tahsin Al Sayeed, Jyotirmay Nag Setu, Md Mahmudur Rahman, Md SadmanSakib, Md. Mosaddek Khan, Swakkhar Shatabda, Anik Islam, ”A Gray Box Interpretable Debugging Approach forDeepSequenceLearningModel”, acceptedinICLR-2019Workshop: DebuggingMachineLearningModels(Poster).
  • Md Mofijul Islam, Amar Debnath, Tahsin Al Sayeed, Md Mahmudur Rahman,Md. Mosaddek Khan, SwakkharShatabda, Anik Islam, ”d-DeVIS: A Gray Box Interpretable Debugging Approach for Deep Sequence LearningModel”, accepted in TENSYMP-2019. arXiv
  • Md.Tanvir Alam, Md Mofijul Islam, Anik Islam, “LEARN2: An Interactive Guru Assisting to Learn Learning Algo-rithms”, Accepted in TENSYMP 2019
  • Amar Debnath, Redoan Rahman, Md Mofijul Islam, Md Abdur Razzaque, “A Hierarchical Learning Model for Claim Validation.” Accepted in International Joint Conference on Computational Intelligence (IJCCI) 2018.
  • Md.Tanvir Alam, Md Mofijul Islam, “BARD: Bangla Article Classification using a New Comprehensive Dataset.” Accepted in International Conference on Bangla Speech and Language Processing (ICBSLP) 2018. Dataset and Source code, Application, Video Demo
  • Md Mofijul Islam, Sk. Shariful Islam Arafat, Md Shakil Hossain, Md Mahmudur Rahman, S M Al-Hossain Imam, Md. Mahmudul Hasan, Swakkhar Shatabda, Tamanna Islam Juthi, “RAiTA: Recommending Accepted Answer using Textual Metadata”, accepted in Springer IEMIS-2017.
  • Md Shakil Hossain, Sk. Shariful Islam Arafat, S M Al-Hossain Imam, Md. Mahmudul Hasan, Md Mofijul Islam, Sanjay Saha, Swakkhar Shatabda, Tamanna Islam Juthi,“VIM: A Big Data Analytics Tool for Data Visualization and Knowledge Mining”, IEEE WIECON-ECE-2017.
  • Md Mofijul Islam, Md. Abdur Razzaque, and Md. Jahidul Islam, A Genetic Algorithm for Virtual Machine Migration in Heterogeneous Mobile Cloud Computing, in Proceedings of the 2nd International Conference on Networking Systems and Security (NSysS-2016), IEEE-BUET, Dhaka, Bangladesh.
  • Md Mofijul Islam, Md. Ahasanuzzaman, Md. Abdur Razzaque, Mohammad Mehedi Hassan, Atif Alamri, A Distributed Clustering Algorithm for Target Coverage in Directional Sensor Network, in Proceedings of IEEE Asia Pacific Conference on Wireless and Mobile, Bali, Indonesia(2014).