| 2025 | EuroPar | A Sparsity Predicting Approach for Large Language Models via Activation Pattern Clustering. | Nobel Dhar, Bobin Deng, Md. Romyull Islam, Xinyue Zhang, Kazi Fahim Ahmad Nasif, Kun Suo |
| 2025 | IPCCC | Assessing and Visualizing Completeness, Co-Coverage, and Scalability in Multivariate Time-Series Data. | Long Vu, Madeline Frank, Honghui Xu, Sisi Chen, Tu N. Nguyen, Selena He, Bobin Deng, Kun Suo |
| 2025 | ICTAI | Automatic Molecular Dynamics Simulation with Binding Affinity Prediction Using Deep Learning. | Lingtao Chen, Kazi Fahim Ahmad Nasif, Ming Yang, Shuteng Niu, Bobin Deng, Yixin Xie |
| 2025 | ICTAI | Multimodal Deep Learning for Alzheimer's Disease Classification: A Practical Fusion Framework for Clinical Deployment. | Zakaria O. Elghazzali, Chen Zhao, Kewei Chen, Lingtao Chen, Bobin Deng, Kazi Fahim Ahmad Nasif, Yixin Xie |
| 2025 | ICTAI | AccelMD: A Self-Adaptive AI-Enabled Framework for Accelerating Molecular Dynamics Simulations. | Kazi Fahim Ahmad Nasif, Bobin Deng, Lingtao Chen, Yixin Xie, Shaolei Teng, Jiang Li, Liang Zhao, Syed Md Shamsul Alam, Nobel Dhar, Kun Suo, Dan Chia-Tien Lo |
| 2025 | MASS | Characterizing and Understanding Energy Footprint and Efficiency of Small Language Model on Edges. | Md. Romyull Islam, Bobin Deng, Nobel Dhar, Tu N. Nguyen, Selena He, Yong Shi, Kun Suo |
| 2025 | MASS | FL-SNNs: Benchmarking the Byzantine-Robustness of Uniquely-Shaped Surrogate Gradients. | Manh V. Nguyen, Liang Zhao, Bobin Deng, Shaoen Wu |
| 2025 | VTC | Sparsified Federated Learning With Spiking Neural Networks: Resistance Against Byzantine Attacks While Lowering Communication Traffics. | Manh V. Nguyen, Liang Zhao, Bobin Deng, Shaoen Wu |
| 2024 | IPCCC | Activation Sparsity Opportunities for Compressing General Large Language Models. | Nobel Dhar, Bobin Deng, Md. Romyull Islam, Kazi Fahim Ahmad Nasif, Liang Zhao, Kun Suo |
| 2024 | IPCCC | Characterizing and Understanding the Performance of Small Language Models on Edge Devices. | Md. Romyull Islam, Nobel Dhar, Bobin Deng, Tu N. Nguyen, Selena He, Kun Suo |
| 2024 | IPCCC | The Robustness of Spiking Neural Networks in Communication and its Application towards Network Efficiency in Federated Learning. | Manh V. Nguyen, Liang Zhao, Bobin Deng, William Severa, Honghui Xu, Shaoen Wu |
| 2024 | ICTAI | Predicting Protein-Protein Binding Affinity with Deep Learning: A Comparative Analysis of CNN and Transformer Models. | Lingtao Chen, Kazi Fahim Ahmad Nasif, Bobin Deng, Shuteng Niu, Chloe Yixin Xie |
| 2018 | HPCA | Memory System Design for Ultra Low Power, Computationally Error Resilient Processor Microarchitectures. | Sriseshan Srikanth, Paul G. Rabbat, Eric R. Hein, Bobin Deng, Thomas M. Conte, Erik DeBenedictis, Jeanine E. Cook, Michael P. Frank |
| 2012 | ICPADS | SeTM: Efficient Execution of Speculative Threads with Hardware Transactional Memory. | Gongming Li, Hong An, Qi Li, Bobin Deng, Wenbo Dai |
| 2012 | ICS | Distributed replay protocol for distributed uniprocessors. | Mengjie Mao, Hong An, Bobin Deng, Tao Sun, Xuechao Wei, Wei Zhou, Wenting Han |
| 2011 | ISPA | A Priority-Aware NoC to Reduce Squashes in Thread Level Speculation for Chip Multiprocessors. | Wenbo Dai, Hong An, Qi Li, Gongming Li, Bobin Deng, Shilei Wu, Xiaomei Li, Yu Liu |