| 2025 | PACE-Lite: Compact and Efficient Piecewise Polynomial Approximation for Transformer Nonlinearity Acceleration. | Arpan Suravi Prasad, Gamze Islamoglu, Luca Bertaccini, Davide Rossi, Francesco Conti, Luca Benini |
| 2025 | SecNPU: Securing LLM Inference on NPU. | Xuanyao Peng, Yinghao Yang, Shangjie Pan, Junjie Huang, Yujun Liang, Hang Lu, Fengwei Zhang, Xiaowei Li |
| 2025 | FitFuzz: Depth-Oriented Coverage-Guided Fuzzing via Fitness-Based Seed Scheduling. | Venkat Nitin Patnala, Sai Manoj Pudukotai Dinakarrao |
| 2025 | FV-PAL: Scalable Formal Verification through Partitioning and LLM-Guided Property Generation. | Sudipta Paria, Aritra Dasgupta, Dinesh Reddy Ankireddy, Prabuddha Chakraborty, Swarup Bhunia |
| 2025 | STAMP-2.5D: Structural and Thermal Aware Methodology for Placement in 2.5D Integration. | Varun Darshana Parekh, Zachary Wyatt Hazenstab, Srivatsa Rangachar Srinivasa, Krishnendu Chakrabarty, Kai Ni, Vijaykrishnan Narayanan |
| 2025 | Towards Low-Latency and Adaptive Ransomware Detection Using Contrastive Learning. | Zhixin Pan, Ziyu Shu, Amberbir Alemayoh |
| 2025 | Targeted Fault Injection Attack on Semantic Segmentation Models. | Jhon Ordoez, Chengmo Yang |
| 2025 | WSSR: Weight Set Segmentation and Recovery for Fault Resilient Transformers. | Ntsee Ndingwan, Chengmo Yang |
| 2025 | FaRAccel: FPGA-Accelerated Defense Architecture for Efficient Bit-Flip Attack Resilience in Transformer Models. | Najmeh Nazari, Banafsheh Saber Latibari, Elahe Hosseini, Fatemeh Movafagh, Chongzhou Fang, Hosein Mohammadi Makrani, Kevin Immanuel Gubbi, Abhijit Mahalanobis, Setareh Rafatirad, Hossein Sayadi, Houman Homayoun |
| 2025 | QuFi: Adaptive Tiled Gustavson Output Reuse for Edge Sparse DNN Accelerators. | Adrin Navarro, Jos Cano, Jos L. Abelln, Manuel E. Acacio |
| 2025 | Enhancing Key-Recovery Chosen-Ciphertext Side-Channel Attacks on NTRU Using LDPC. | Denis Nabokov, Xiaofei Tong, Qian Guo |
| 2025 | GAN-BiLSTM-HDC: A Hybrid Framework for Robust and Hardware-Efficient Malware Detection. | Emilien Meyer, Abu Kaisar Mohammad Masum, Mehran Shoushtari Moghadam, Lida Kouhalvandi, Gourav Datta, Sercan Aygun, M. Hassan Najafi |
| 2025 | Hermes: Accelerating Packet Processing in DPU with Neural Network. | Rui Meng, Xinyu Chen, Hanyue Lin, Jingya Wu, Wenyan Lu, Xiaowei Li, Guihai Yan |
| 2025 | CHQ-SC: Compact and High-Quality Stochastic Computing Framework Using Magnetic Tunnel Junction. | Yu Ma, Jianmin Zhang, Yan Sun, Siqing Fu |
| 2025 | CircuitGuard: Mitigating LLM Memorization in RTL Code Generation Against IP Leakage. | Nowfel Mashnoor, Mohammad Akyash, Hadi Kamali, Kimia Zamiri Azar |
| 2025 | Flame: A Multiplier-Free LLM Accelerator with Dynamic Block Floating Point. | Ao Lyu, Haishuang Fan, Guihai Yan |
| 2025 | PIM-SUM: Fast and Reliable In-Memory Summation for Recommendation Systems. | Fan Li, Ruizhi Zhu, Huize Li, Di Wu, Xin Xin |
| 2025 | AceHomo: Accelerating Privacy Preserving Inference Through Dynamic Level Adjustment. | Hongyan Li, Jinkai Zhang, Hang Lu, Xiaowei Li |
| 2025 | MamCIMFlow: An Integrated Co-Design of RRAM-Based CIM and Selective State-Space Streaming for Efficient Mamba Model Acceleration. | Mingzi Li, Zhongrui Wang, Zhongwen Ye, Tao Pan, Han Wang |
| 2025 | Enhancing Transformer Inference Efficiency on FPGA Through Fully Fusion and Integer-Only Quantization Techniques. | Zhenqi Li, Yuan Li, Mingche Lai, Puguang Liu, Qiang Wang, Yankang Zhao, Hanyuan Li, Xingyun Qi |
| 2025 | Hybrid-Rewrite: A Rewriting Framework for Hybrid Deduplication and Delta Compression. | Qiao Li, Hong Jiang, Yucheng Zhang, Zichen Xu, Junyun Wu, Puchen Lu |
| 2025 | A Photonic Accelerator for Deep Learning Training. | Yuan Li |
| 2025 | Declarative Synthesis and Multi-Objective Optimization of Stripboard Circuit Layouts Using Answer Set Programming. | Fang Li |
| 2025 | Throughput-Oriented LLM Inference via KV-Activation Hybrid Caching with A Single GPU. | Sanghyeon Lee, Hongbeen Kim, Soojin Hwang, Guseul Heo, Minwoo Noh, Jaehyuk Huh |
| 2025 | A Scalable and Overflow-Tolerant Mechanism for Minimum Virtual Time Tracking. | Gyusun Lee, Seungwoo Jin, Jiwon Woo, Jinkyu Jeong |