| 2026 | PERCOM | AcouBLE: Clock-Seeding BLE chips via Acoustic Signals for Extended Energy Efficiency. | Mohammad Rostami, Gentian Jakllari |
| 2025 | ICMI | Multimodal Synthetic Data Finetuning and Model Collapse: Insights from VLMs and Diffusion Models. | Zizhao Hu, Mohammad Rostami, Jesse Thomason |
| 2025 | WACV | Cross-Domain Multi-Modal Few-Shot Object Detection via Rich Text. | Zeyu Shangguan, Daniel Seita, Mohammad Rostami |
| 2024 | WWW | Tackling Long-Tail Entities for Temporal Knowledge Graph Completion. | Mehrnoosh Mirtaheri, Ryan A. Rossi, Sungchul Kim, Kanak Mahadik, Tong Yu, Xiang Chen, Mohammad Rostami |
| 2023 | AAAI | Internal Robust Representations for Domain Generalization. | Mohammad Rostami |
| 2023 | AAAI | Overcoming Concept Shift in Domain-Aware Settings through Consolidated Internal Distributions. | Mohammad Rostami, Aram Galstyan |
| 2023 | ACL | History repeats: Overcoming catastrophic forgetting for event-centric temporal knowledge graph completion. | Mehrnoosh Mirtaheri, Mohammad Rostami, Aram Galstyan |
| 2023 | EMNLP | Task-Attentive Transformer Architecture for Continual Learning of Vision-and-Language Tasks Using Knowledge Distillation. | Yuliang Cai, Jesse Thomason, Mohammad Rostami |
| 2023 | EMNLP | Domain Adaptation for Sentiment Analysis Using Robust Internal Representations. | Mohammad Rostami, Digbalay Bose, Shrikanth Narayanan, Aram Galstyan |
| 2023 | ICCV | Unsupervised Domain Adaptation for Training Event-Based Networks Using Contrastive Learning and Uncorrelated Conditioning. | Dayuan Jian, Mohammad Rostami |
| 2023 | IJCAI | Cognitively Inspired Learning of Incremental Drifting Concepts. | Mohammad Rostami, Aram Galstyan |
| 2022 | BMVC | Domain Adaptation for the Segmentation of Confidential Medical Images. | Serban Stan, Mohammad Rostami |
| 2022 | ICIP | Automating Detection of Papilledema in Pediatric Fundus Images with Explainable Machine Learning. | Kleanthis Avramidis, Mohammad Rostami, Melinda Chang, Shrikanth Narayanan |
| 2022 | MOBICOM | Enabling high accuracy pervasive tracking with ultra low power UWB tags. | Mohammad Rostami, Karthikeyan Sundaresan |
| 2021 | AAAI | Unsupervised Model Adaptation for Continual Semantic Segmentation. | Serban Stan, Mohammad Rostami |
| 2021 | EMNLP | Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot Learning. | Xisen Jin, Bill Yuchen Lin, Mohammad Rostami, Xiang Ren |
| 2021 | ICCV | Detection and Continual Learning of Novel Face Presentation Attacks. | Mohammad Rostami, Leonidas Spinoulas, Mohamed E. Hussein, Joe Mathai, Wael Abd-Almageed |
| 2021 | MOBICOM | MIXIQ: re-thinking ultra-low power receiver design for next-generation on-body applications. | Mohammad Rostami, Xingda Chen, Yuda Feng, Karthikeyan Sundaresan, Deepak Ganesan |
| 2021 | SENSYS | COCOON: A Conductive Substrate-based Coupled Oscillator Network for Wireless Communication. | Xingda Chen, Deepak Ganesan, Jeremy Gummeson, Mohammad Rostami |
| 2020 | AAAI | Generative Continual Concept Learning. | Mohammad Rostami, Soheil Kolouri, Praveen K. Pilly, James L. McClelland |
| 2020 | MOBICOM | Redefining passive in backscattering with commodity devices. | Mohammad Rostami, Karthik Sundaresan, Eugene Chai, Sampath Rangarajan, Deepak Ganesan |
| 2019 | CVPR | Explainability Methods for Graph Convolutional Neural Networks. | Phillip E. Pope, Soheil Kolouri, Mohammad Rostami, Charles E. Martin, Heiko Hoffmann |
| 2019 | CVPR | SAR Image Classification Using Few-Shot Cross-Domain Transfer Learning. | Mohammad Rostami, Soheil Kolouri, Eric Eaton, Kyungnam Kim |
| 2019 | IJCAI | Complementary Learning for Overcoming Catastrophic Forgetting Using Experience Replay. | Mohammad Rostami, Soheil Kolouri, Praveen K. Pilly |
| 2018 | AAAI | Joint Dictionaries for Zero-Shot Learning. | Soheil Kolouri, Mohammad Rostami, Yuri Owechko, Kyungnam Kim |
| 2018 | AAAI | Lifelong Learning Networks: Beyond Single Agent Lifelong Learning. | Mohammad Rostami, Eric Eaton |
| 2018 | RecSys | A crowdsourcing triage algorithm for geopolitical event forecasting. | Mohammad Rostami, David J. Huber, Tsai-Ching Lu |
| 2018 | SIGCOMM | Polymorphic radios: a new design paradigm for ultra-low power communication. | Mohammad Rostami, Jeremy Gummeson, Ali Kiaghadi, Deepak Ganesan |
| 2017 | AAAI | Transfer of Knowledge through Collective Learning. | Mohammad Rostami |
| 2016 | DCC | Efficient Environmental Temperature Monitoring Using Compressed Sensing. | Ali Hashemi, Mohammad Rostami, Ngai-Man Cheung |
| 2016 | IJCAI | Using Task Features for Zero-Shot Knowledge Transfer in Lifelong Learning. | David Isele, Mohammad Rostami, Eric Eaton |
| 2016 | SIGCOMM | Braidio: An Integrated Active-Passive Radio for Mobile Devices with Asymmetric Energy Budgets. | Pan Hu, Pengyu Zhang, Mohammad Rostami, Deepak Ganesan |
| 2016 | SIGCOMM | Enabling Practical Backscatter Communication for On-body Sensors. | Pengyu Zhang, Mohammad Rostami, Pan Hu, Deepak Ganesan |
| 2013 | ICASSP | Compressed sensing of diffusion fields under heat equation constraint. | Mohammad Rostami, Ngai-Man Cheung, Tony Q. S. Quek |
| 2012 | ICIP | Gradient-based surface reconstruction using compressed sensing. | Mohammad Rostami, Oleg V. Michailovich, Zhou Wang |
| 2012 | ICIP | Objective quality assessment for image super-resolution: A natural scene statistics approach. | Hojatollah Yeganeh, Mohammad Rostami, Zhou Wang |
| 2011 | IJCNN | Parameter selection for smoothing splines using Stein's Unbiased Risk Estimator. | Sepideh Seifzadeh, Mohammad Rostami, Ali Ghodsi, Fakhreddine Karray |
| 2010 | IJCNN | Evidence-based mixture of MLP-experts. | Saeed Masoudnia, Mohammad Rostami, Mahdi Tabassian, Atena Sajedin, Reza Ebrahimpour |