| 2024 | WACV | Kaizen: Practical self-supervised continual learning with continual fine-tuning. | Chi Ian Tang, Lorena Qendro, Dimitris Spathis, Fahim Kawsar, Cecilia Mascolo, Akhil Mathur |
| 2024 | WSDM | CroSSL: Cross-modal Self-Supervised Learning for Time-series through Latent Masking. | Shohreh Deldari, Dimitris Spathis, Mohammad Malekzadeh, Fahim Kawsar, Flora D. Salim, Akhil Mathur |
| 2022 | ICASSP | SleepGAN: Towards Personalized Sleep Therapy Music. | Jing Yang, Chulhong Min, Akhil Mathur, Fahim Kawsar |
| 2022 | ICML | Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering. | Ekdeep Singh Lubana, Chi Ian Tang, Fahim Kawsar, Robert P. Dick, Akhil Mathur |
| 2021 | SENSYS | Device or User: Rethinking Federated Learning in Personal-Scale Multi-Device Environments. | Hyunsung Cho, Akhil Mathur, Fahim Kawsar |
| 2021 | SENSYS | Characterising the Role of Pre-Processing Parameters in Audio-based Embedded Machine Learning. | Wiebke Toussaint, Akhil Mathur, Aaron Yi Ding, Fahim Kawsar |
| 2020 | AVI | Data4Good: Designing for Diversity and Development. | Luigi De Russis, Neha Kumar, Akhil Mathur |
| 2020 | ICASSP | Libri-Adapt: a New Speech Dataset for Unsupervised Domain Adaptation. | Akhil Mathur, Fahim Kawsar, Nadia Berthouze, Nicholas D. Lane |
| 2020 | Interspeech | Unsupervised Domain Adaptation Under Label Space Mismatch for Speech Classification. | Akhil Mathur, Nadia Berthouze, Nicholas D. Lane |
| 2019 | ACII | Situation-Aware Emotion Regulation of Conversational Agents with Kinetic Earables. | Shin Katayama, Akhil Mathur, Marc Van den Broeck, Tadashi Okoshi, Jin Nakazawa, Fahim Kawsar |
| 2019 | ICMLA | AudiDoS: Real-Time Denial-of-Service Adversarial Attacks on Deep Audio Models. | Taesik Gong, Alberto Gil C. P. Ramos, Sourav Bhattacharya, Akhil Mathur, Fahim Kawsar |
| 2019 | ICMLA | FlexAdapt: Flexible Cycle-Consistent Adversarial Domain Adaptation. | Akhil Mathur, Anton Isopoussu, Fahim Kawsar, Nadia Bianchi-Berthouze, Nicholas D. Lane |
| 2019 | Mobisys | Situation-Aware Conversational Agent with Kinetic Earables. | Shin Katayama, Akhil Mathur, Tadashi Okoshi, Jin Nakazawa, Fahim Kawsar |
| 2019 | SENSYS | A closer look at quality-aware runtime assessment of sensing models in multi-device environments. | Chulhong Min, Alessandro Montanari, Akhil Mathur, Fahim Kawsar |
| 2018 | Mobisys | eSense: Earable Platform for Human Sensing. | Fahim Kawsar, Chulhong Min, Akhil Mathur, Marc Van den Broeck, Utku Gnay Acer, Claudio Forlivesi |
| 2018 | Mobisys | Audio-Kinetic Model for Automatic Dietary Monitoring with Earable Devices. | Chulhong Min, Akhil Mathur, Fahim Kawsar |
| 2018 | Mobisys | Exploring audio and kinetic sensing on earable devices. | Chulhong Min, Akhil Mathur, Fahim Kawsar |
| 2018 | SENSYS | eSense: Open Earable Platform for Human Sensing. | Fahim Kawsar, Chulhong Min, Akhil Mathur, Alessandro Montanari, Utku Gnay Acer, Marc Van den Broeck |
| 2017 | Mobisys | DeepEye: Resource Efficient Local Execution of Multiple Deep Vision Models using Wearable Commodity Hardware. | Akhil Mathur, Nicholas D. Lane, Sourav Bhattacharya, Aidan Boran, Claudio Forlivesi, Fahim Kawsar |
| 2016 | CSCW | Let's Talk About the Quantified Workplace. | Afra J. Mashhadi, Fahim Kawsar, Akhil Mathur, Casey Dugan, N. Shami |
| 2016 | ICMI | Understanding the impact of personal feedback on face-to-face interactions in the workplace. | Afra J. Mashhadi, Akhil Mathur, Marc Van den Broeck, Geert Vanderhulst, Fahim Kawsar |
| 2016 | Mobisys | The Need to Account for Geographical Diversities in Mobile Data Research. | Akhil Mathur, Fahim Kawsar |
| 2015 | Mobisys | Quantified Workplace: Opportunities and Challenges. | Akhil Mathur, Marc Van den Broeck, Geert Vanderhulst, Afra J. Mashhadi, Fahim Kawsar |
| 2012 | OZCHI | LifeView: a lifelog visualization tool for supporting sentimental recall and sharing. | Akhil Mathur, Anirban Majumder, Samik Datta, Sreedal Menon, Shipra Malhotra, Ankur Dahiya |
| 2010 | ICTD | Cloze: an authoring tool for teachers with low computer proficiency. | David Hutchful, Akhil Mathur, Edward Cutrell, Apurva Joshi |
| 2009 | CHI | Designing digital games for rural children: a study of traditional village games in India. | Matthew Kam, Akhil Mathur, Anuj Kumar, John F. Canny |
| 2009 | ICTD | Improving literacy in rural India: cellphone games in an after-school program. | Matthew Kam, Anuj Kumar, Shirley Jain, Akhil Mathur, John F. Canny |
| 2007 | ICTD | The social complexities of user-centered design in ICTD: Experiences from four schools in India's villages and slums. | Matthew Kam, Siddharth Bhagwani, Anuj Kumar, Siddhartha Lal, Akhil Mathur, Anuj Tewari, John F. Canny |