| 2022 | IJCNN | Lightweight Model Uncertainty Estimation for Deep Neural Object Detection. | Minah Lee, Burhan Ahmad Mudassar, Saibal Mukhopadhyay |
| 2021 | DATE | Reliable Edge Intelligence in Unreliable Environment. | Minah Lee, Xueyuan She, Biswadeep Chakraborty, Saurabh Dash, Burhan Ahmad Mudassar, Saibal Mukhopadhyay |
| 2020 | DAC | WarningNet: A Deep Learning Platform for Early Warning of Task Failures under Input Perturbation for Reliable Autonomous Platforms. | Minah Lee, Burhan Ahmad Mudassar, Taesik Na, Saibal Mukhopadhyay |
| 2020 | ICRA | MagNet: Discovering Multi-agent Interaction Dynamics using Neural Network. | Priyabrata Saha, Arslan Ali, Burhan Ahmad Mudassar, Yun Long, Saibal Mukhopadhyay |
| 2019 | BMVC | A Spatiotemporal Pre-processing Network for Activity Recognition under Rain. | Minah Lee, Burhan Ahmad Mudassar, Taesik Na, Saibal Mukhopadhyay |
| 2019 | BMVC | Rethinking Convolutional Feature Extraction for Small Object Detection. | Burhan Ahmad Mudassar, Saibal Mukhopadhyay |
| 2019 | DATE | A Camera with Brain - Embedding Machine Learning in 3D Sensors. | Burhan Ahmad Mudassar, Priyabrata Saha, Yun Long, Mohammad Faisal Amir, Evan Gebhardt, Taesik Na, Jong Hwan Ko, Marilyn Wolf, Saibal Mukhopadhyay |
| 2019 | IJCNN | FocalNet - Foveal Attention for Post-processing DNN Outputs. | Burhan Ahmad Mudassar, Saibal Mukhopadhyay |
| 2019 | IJCNN | Mixture of Pre-processing Experts Model for Noise Robust Deep Learning on Resource Constrained Platforms. | Taesik Na, Minah Lee, Burhan Ahmad Mudassar, Priyabrata Saha, Jong Hwan Ko, Saibal Mukhopadhyay |
| 2018 | AVSS | Adaptive Control of Camera Modality with Deep Neural Network-Based Feedback for Efficient Object Tracking. | Priyabrata Saha, Burhan Ahmad Mudassar, Saibal Mukhopadhyay |
| 2018 | DAC | Edge-cloud collaborative processing for intelligent internet of things: a case study on smart surveillance. | Burhan Ahmad Mudassar, Jong Hwan Ko, Saibal Mukhopadhyay |
| 2018 | ICASSP | An Unsupervised Anomalous Event Detection Framework with Class Aware Source Separation. | Burhan Ahmad Mudassar, Jong Hwan Ko, Saibal Mukhopadhyay |
| 2018 | ISPASS | Performance Implications of NoCs on 3D-Stacked Memories: Insights from the Hybrid Memory Cube. | Ramyad Hadidi, Bahar Asgari, Jeffrey S. Young, Burhan Ahmad Mudassar, Kartikay Garg, Tushar Krishna, Hyesoon Kim |
| 2017 | DAC | Design of an Energy-Efficient Accelerator for Training of Convolutional Neural Networks using Frequency-Domain Computation. | Jong Hwan Ko, Burhan Ahmad Mudassar, Taesik Na, Saibal Mukhopadhyay |