| 2024 | KDD | Mitigating Pooling Bias in E-commerce Search via False Negative Estimation. | Xiaochen Wang, Xiao Xiao, Ruhan Zhang, Xuan Zhang, Taesik Na, Tejaswi Tenneti, Haixun Wang, Fenglong Ma |
| 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 |
| 2019 | BMVC | A Spatiotemporal Pre-processing Network for Activity Recognition under Rain. | Minah Lee, Burhan Ahmad Mudassar, Taesik Na, 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 | 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 | Edge-Host Partitioning of Deep Neural Networks with Feature Space Encoding for Resource-Constrained Internet-of-Things Platforms. | Jong Hwan Ko, Taesik Na, Mohammad Faisal Amir, Saibal Mukhopadhyay |
| 2018 | ICCAD | A ferroelectric FET based power-efficient architecture for data-intensive computing. | Yun Long, Taesik Na, Prakshi Rastogi, Karthik Rao, Asif Islam Khan, Sudhakar Yalamanchili, Saibal Mukhopadhyay |
| 2018 | ICLR | Cascade Adversarial Machine Learning Regularized with a Unified Embedding. | Taesik Na, Jong Hwan Ko, Saibal Mukhopadhyay |
| 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 |
| 2017 | DATE | Adaptive weight compression for memory-efficient neural networks. | Jong Hwan Ko, Duckhwan Kim, Taesik Na, Jaeha Kung, Saibal Mukhopadhyay |
| 2017 | DATE | Clock data compensation aware clock tree synthesis in digital circuits with adaptive clock generation. | Taesik Na, Jong Hwan Ko, Saibal Mukhopadhyay |
| 2017 | IJCNN | On-chip training of recurrent neural networks with limited numerical precision. | Taesik Na, Jong Hwan Ko, Jaeha Kung, Saibal Mukhopadhyay |
| 2016 | AVSS | An energy-efficient wireless video sensor node with a region-of-interest based multi-parameter rate controller for moving object surveillance. | Jong Hwan Ko, Taesik Na, Saibal Mukhopadhyay |
| 2016 | DATE | Behavioral modeling of timing slack variation in digital circuits due to power supply noise. | Taesik Na, Saibal Mukhopadhyay |
| 2016 | ISLPED | Speeding up Convolutional Neural Network Training with Dynamic Precision Scaling and Flexible Multiplier-Accumulator. | Taesik Na, Saibal Mukhopadhyay |