Publications

2026

1. CCNC

   LiDARBridge: Range-Dependent LiDAR Noise Modeling and Prototype Alignment for Simulation-to-Real 3D Object Detection

   Lucy Won, Nhat Ha Nguyen, Md Nahidul Islam, Lokesh Das, and Myounggyu Won

   2026

   Accepted at IEEE Consumer Communications and Networking Conference (CCNC) 2027

   Bib HTML

   @misc{won2027lidarbridge,
     title = {LiDARBridge: Range-Dependent LiDAR Noise Modeling and Prototype Alignment for Simulation-to-Real 3D Object Detection},
     author = {Won, Lucy and Nguyen, Nhat Ha and Islam, Md Nahidul and Das, Lokesh and Won, Myounggyu},
     year = {2026},
     note = {Accepted at IEEE Consumer Communications and Networking Conference (CCNC) 2027},
   }

2. WWW

   TRaCE: Transferable Route Search and Travel-Time Estimation on Unseen Road Networks

   Md Nahidul Islam and Myounggyu Won

   2026

   Submitted to The Web Conference (WWW 2027)

   Bib

   @misc{islam2026trace,
     title = {TRaCE: Transferable Route Search and Travel-Time Estimation on Unseen Road Networks},
     author = {Islam, Md Nahidul and Won, Myounggyu},
     year = {2026},
     note = {Submitted to The Web Conference (WWW 2027)},
   }

3. WWW

   RIVET: Revisiting Cross-City Travel-Time Estimation as Road Networks Evolve

   Md Nahidul Islam and Myounggyu Won

   2026

   Submitted to The Web Conference (WWW 2027)

   Bib

   @misc{islam2026rivet,
     title = {RIVET: Revisiting Cross-City Travel-Time Estimation as Road Networks Evolve},
     author = {Islam, Md Nahidul and Won, Myounggyu},
     year = {2026},
     note = {Submitted to The Web Conference (WWW 2027)},
   }

4. ICRA

   What Aggregate Metrics Miss: A Residual-Signal Protocol for Interaction Representations in Trajectory Forecasting

   Md Nahidul Islam and Myounggyu Won

   2026

   Submitted to IEEE ICRA 2027

   Bib

   @misc{islam2026rsp,
     title = {What Aggregate Metrics Miss: A Residual-Signal Protocol for Interaction Representations in Trajectory Forecasting},
     author = {Islam, Md Nahidul and Won, Myounggyu},
     year = {2026},
     note = {Submitted to IEEE ICRA 2027},
   }

5. CVPR

   CRiC: Protocol Scoped Counterfactual Risk Certification for Interactive Driving

   Md Nahidul Islam and Myounggyu Won

   2026

   Submitted to CVPR 2027

   Bib

   @misc{islam2026cric,
     title = {CRiC: Protocol Scoped Counterfactual Risk Certification for Interactive Driving},
     author = {Islam, Md Nahidul and Won, Myounggyu},
     year = {2026},
     note = {Submitted to CVPR 2027},
   }

6. IV

   ATLAS: Adaptive Temporal Weighting and Location Optimization for Multi-Frame Attacks in Autonomous Driving

   Lucy Won, Md Nahidul Islam, and Myounggyu Won

   2026

   Submitted to IEEE IV 2027

   Bib

   @misc{islam2026atlas,
     title = {ATLAS: Adaptive Temporal Weighting and Location Optimization for Multi-Frame Attacks in Autonomous Driving},
     author = {Won, Lucy and Islam, Md Nahidul and Won, Myounggyu},
     year = {2026},
     note = {Submitted to IEEE IV 2027},
   }

7. IV

   BucketKD: A Safety-Aware Bucket-Based Knowledge Distillation Framework for End-to-End Motion Planning

   Md Nahidul Islam and Myounggyu Won

   2026

   Planned submission to IEEE IV 2027

   Bib HTML

   @misc{islam2026bucketkd,
     title = {BucketKD: A Safety-Aware Bucket-Based Knowledge Distillation Framework for End-to-End Motion Planning},
     author = {Islam, Md Nahidul and Won, Myounggyu},
     year = {2026},
     note = {Planned submission to IEEE IV 2027},
   }

8. Thesis

   BucketKD: A Safety-Aware Bucket-Based Knowledge Distillation Framework for End-to-End Motion Planning

   Md Nahidul Islam

   University of Memphis, 2026

   Bib HTML

   @mastersthesis{islam2026bucketkd_thesis,
     title = {BucketKD: A Safety-Aware Bucket-Based Knowledge Distillation Framework for End-to-End Motion Planning},
     author = {Islam, Md Nahidul},
     school = {University of Memphis},
     address = {Memphis, TN, USA},
     year = {2026},
   }

2025

1. MILCOM

   Detecting Stealthy Anomalies with Autoencoders Using Windowed Variance-Aware Loss Functions

   L. Hwang, M. N. Islam, M. H. Ali, D. Dasgupta, and M. Won

   In Proceedings of the IEEE Military Communications Conference (MILCOM), 2025

   DOI Bib

   @inproceedings{hwang2025detecting,
     title = {Detecting Stealthy Anomalies with Autoencoders Using Windowed Variance-Aware Loss Functions},
     author = {Hwang, L. and Islam, M. N. and Ali, M. H. and Dasgupta, D. and Won, M.},
     booktitle = {Proceedings of the IEEE Military Communications Conference (MILCOM)},
     pages = {981--986},
     year = {2025},
     doi = {10.1109/MILCOM64451.2025.11310014},
   }

2020

1. ICASSP

   Bangla Voice Command Recognition in End-to-End System Using Topic Modeling Based Contextual Rescoring

   Nafis Sadeq, Shafayat Ahmed, Sudipta Saha Shubha, Md Nahidul Islam, and Muhammad Abdullah Adnan

   In Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020

   DOI Bib

   @inproceedings{sadeq2020bangla,
     title = {Bangla Voice Command Recognition in End-to-End System Using Topic Modeling Based Contextual Rescoring},
     author = {Sadeq, Nafis and Ahmed, Shafayat and Shubha, Sudipta Saha and Islam, Md Nahidul and Adnan, Muhammad Abdullah},
     booktitle = {Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
     pages = {7894--7898},
     year = {2020},
     doi = {10.1109/ICASSP40776.2020.9053970},
   }

2. LREC

   Preparation of Bangla Speech Corpus from Publicly Available Audio & Text

   Shafayat Ahmed, Nafis Sadeq, Sudipta Saha Shubha, Md Nahidul Islam, and Muhammad Abdullah Adnan

   In Proceedings of the Twelfth Language Resources and Evaluation Conference, 2020

   DOI Bib

   @inproceedings{ahmed2020preparation,
     title = {Preparation of Bangla Speech Corpus from Publicly Available Audio \& Text},
     author = {Ahmed, Shafayat and Sadeq, Nafis and Shubha, Sudipta Saha and Islam, Md Nahidul and Adnan, Muhammad Abdullah},
     booktitle = {Proceedings of the Twelfth Language Resources and Evaluation Conference},
     url = {https://aclanthology.org/2020.lrec-1.811/},
     isbn = {979-10-95546-34-4},
     doi = {https://aclanthology.org/2020.lrec-1.811/},
     pages = {6586--6592},
     year = {2020},
   }

2019

1. NAACL

   Customizing Grapheme-to-Phoneme System for Non-Trivial Transcription Problems in Bangla Language

   Sudipta Saha Shubha, Nafis Sadeq, Shafayat Ahmed, Md Nahidul Islam, Muhammad Abdullah Adnan, Md. Yasin Ali Khan, and Mohammad Zuberul Islam

   In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers), 2019

   ACL Travel Grant DOI Bib

   ACL Travel Grant Award

   @inproceedings{shubha2019customizing,
     title = {Customizing Grapheme-to-Phoneme System for Non-Trivial Transcription Problems in Bangla Language},
     author = {Shubha, Sudipta Saha and Sadeq, Nafis and Ahmed, Shafayat and Islam, Md Nahidul and Adnan, Muhammad Abdullah and Khan, Md. Yasin Ali and Islam, Mohammad Zuberul},
     booktitle = {Proceedings of the 2019 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)},
     pages = {3192--3201},
     year = {2019},
     publisher = {Association for Computational Linguistics},
     url = {https://aclanthology.org/N19-1322/},
     doi = {10.18653/v1/N19-1322},
   }