Publication

2025

1. Indrajeet Ghosh, Mohammad Saeid Anwar, Kasthuri Jayarajah, and Nirmalya Roy,  Imitation-Inspired Semantic-Guided Distillation for User-Conditioned Memorability Prediction, In Proceedings of the In Proceedings of the 25th IEEE International Conference on Data Mining (ICDM), Washington DC, USA, November 2025. [pdf]

2. Indrajeet Ghosh, Garvit Chugh, Abu Zaher Md Faridee, Nirmalya Roy,  High-Order Moments Conditional Domain Adaptation Networks for Wearable Human Activity Recognition, In Proceedings of the 34th ACM Conference on Information and Knowledge Management (CIKM), Seoul, South Korea, November 2025. [pdf]

3. Indrajeet Ghosh, Kasthuri Jayarajah, Nicholas Waytowich, Nirmalya Roy, Augmenting Personalized Memory via Practical Multimodal Wearable Sensing in Visual Search and Wayfinding Navigation, In Proceedings of the 33rd ACM Conference on User Modeling, Adaptation and Personalization (UMAP), New York, USA, June 2025. [pdf]

4. Mohammad Saeid Anwar, Anuradha Ravi, Emon Dey, Gaurav Shinde, Indrajeet Ghosh, Jade Freeman, Carl Busart, Andre Harrison, Nirmalya Roy. CoOpTex: Multimodal Cooperative Perception and Task Execution in Time-critical Distributed Autonomous Systems, In Proceedings of 21st International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), Tuscany, Italy, June 2025. [pdf]

5. Cahree Myrick*, Indrajeet Ghosh*, Kasthuri Jayarajah, Nirmalya Roy. CALM: Multimodal Cognitive Load Assessment Framework via Engineered and Explainable Features, in Proceedings of 5th IEEE International Workshop on Human-Centered Computational Sensing, co-located with the 23rd IEEE International Conference on Pervasive Computing and Communications(PerCom), Washington DC, USA, March 2025. [pdf]

6. Garvit Chugh, Indrajeet Ghosh, Sandip Chakraborty, Suchetana Chakraborty, BiteSense: Earable-Based Monitoring of Food Intake and Eating Behaviour, In Proceedings of the 23rd IEEE International Conference on Pervasive Computing and Communications (PerCom), Washington DC, USA, March 2025. [pdf]

2024

7. Indrajeet Ghosh, Kasthuri Jayarajah, Nicholas Waytowich, Nirmalya Roy. EEGAmp+: Investigating the Efficacy of Functional Connectivity for Detecting Events in Low-Resolution EEG, In Proceedings of the 21st EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous), Oslo, Norway, Nov 2024. [pdf]

8. Indrajeet Ghosh, Garvit Chugh, Abu Zaher Md Faridee, Nirmalya Roy. Unsupervised Domain Adaptation for Action Recognition via Self-Ensembling and Conditional Embedding Alignment, In Proceedings of the 24th IEEE International Conference on Data Mining (ICDM), Abu Dhabi, UAE, Dec 2024 [19.5% acceptance rate out of 604 submissions]. [pdf]

9. Indrajeet Ghosh, Garvit Chugh, Kasthuri Jayarajah, Nirmalya Roy. β-Decode: Attention-based Decoding Temporal Artifacts via Unsupervised β-Variational Autoencoder, In Proceedings of the ACM 8th Joint International Conference on Data Science & Management of Data (12th ACM IKDD CODS and 30th COMAD), IIT Jodhpur, India, Dec 2024 [Nominated as one of the Best Reviewed Papers of Research Track]. [pdf]

2023

10. Indrajeet Ghosh, Sreenivasan Ramasamy Ramamurthy, Avijoy Chakma, Nirmalya Roy. Sports Analytics Review: AI Applications, Emerging Technologies and Algorithmic Perspective, WIREs Data Mining and Knowledge Discovery Journal (DMKD), 2023. [pdf]

11. Indrajeet Ghosh, Adam Goldstein, Avijoy Chakma, Jade Freeman, Timothy Gregory, Niranjan Suri, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy. HeteroSys: Heterogeneous and Collaborative Sensing in the Wild, in Proceedings of 9th IEEE International Workshop on Sensors and Smart Cities, co-located with the 9th IEEE International Conference on Smart Computing (SmartComp), Nashville, Tennessee, USA, June 2023. [pdf]

12. Albargi, Fatimah, Naima Khan, Indrajeet Ghosh, Ahana Roy. "BeautyNet: a makeup activity recognition framework using wrist-worn sensor" in Proceedings of 9th IEEE International Workshop on Sensors and Smart Cities, co-located with the 9th IEEE International Conference on Smart Computing (SmartComp), Nashville, Tennessee, USA, June 2023. [pdf]

13. Mohammad Saeid Anwar, Emon Dey, Maloy Kumar Devnath, Indrajeet Ghosh, Naima Khan, Jade Freeman, Timothy Gregory, Niranjan Suri, Kasthuri Jayaraja, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy. HeteroEdge: Addressing Asymmetry in Heterogeneous Collaborative Autonomous Systems,  In Proceedings of the 20th IEEE International Conference on Mobile Ad-Hoc and Smart Systems (MASS 2023), Toronto, Canada, Sept 2023. [pdf]

14. Avijoy Chakma, Abu Zaher Md Faridee, Indrajeet Ghosh, Nirmalya Roy. Domain Adaptation for Inertial Measurement Unit-based Human Activity Recognition: A Survey, in arXiv preprint, April 2023. [pdf]

2022

15. Indrajeet Ghosh, Sreenivasan Ramasamy Ramamurthy, Avijoy Chakma, Nirmalya Roy. DeCoach: Deep Learning-based Coaching for Badminton Player Assessment, Pervasive and Mobile Computing (PMC) Journal, Elsevier 2022. [pdf]

16. Sreenivasan Ramasamy Ramamurthy, Indrajeet Ghosh, Aryya Gangopadhyay, Elizabeth Galik, Nirmalya Roy. STAR-Lite: A Light-weight Scalable Self-taught Learning Framework for Older Adults’ Activity Recognition,Pervasive and Mobile Computing (PMC) Journal, Elsevier 2022. [pdf]

17. Indrajeet Ghosh, Avijoy Chakma, Sreenivasan Ramasamy Ramamurthy, Nicholas Waytowich, Nirmalya Roy. PerMTL: A Multi-Task Learning Framework for Skilled Human Performance Assessment, in Proceedings of the 21st IEEE International Conference on Machine Learning and Applications (IEEE ICMLA'22), Bahamas, Caribbean, December 2022. [pdf]

18. Indrajeet Ghosh, Matthew Ivler, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy. SpecTextor: End-to-End Attention-based Mechanism for Dense Text Generation in Sports Journalism, in Proceedings of the 7th IEEE International Workshop on Smart Service Systems (SmartSys), co-located with IEEE SMARTCOMP 2022, Espoo, Finland, June 2022. [pdf]

2021

19. Sreenivasan Ramasamy Ramamurthy, Indrajeet Ghosh, Aryya Gangopadhyay, Elizabeth Galik, Nirmalya Roy.  STAR: A Scalable Self-taught Learning Framework for Older Adults’ Activity Recognition, in Proceedings of the 7th IEEE International Conference on Smart Computing (SmartComp), Irvine, USA, August 2021. [pdf]

2020

20. Indrajeet Ghosh, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy. StanceScorer: A Data Driven Approach to Score Badminton Player, in Proceedings of the 6th IEEE International Workshop on Sensing Systems and Applications Using Wrist Worn Smart Devices (WristSense), co-located with PerCom, Austin, March 2020. [pdf]

21. Indrajeet Ghosh. Deepminton: analyzing stance and stroke to rank badminton players, MS thesis. University of Maryland, Baltimore County, 2020. [pdf]

Open-Source Datasets:                                                                                                                                                                

• Indrajeet Ghosh, Sreenivasan Ramasamy Ramamurthy, Avijoy Chakma, Emon Dey, Zahid Hasan, Nirmalya Roy, July 23, 2020, "Badminton Activity Recognition (BAR)", IEEE Dataport, doi: https://dx.doi.org/10.21227/n1e0-7c60.

• Indrajeet Ghosh, Kasthuri Jayarajah, Nicholas Waytowich, Nirmalya Roy," Working Memory Dataset, 2023