| 2024 | SparGNN: Efficient Joint Feature-Model Sparsity Exploitation in Graph Neural Network Acceleration. | Chen Yin, Jianfei Jiang, Qin Wang, Zhigang Mao, Naifeng Jing |
| 2024 | BoostIID: Fault-agnostic Online Detection of WCET Changes in Autonomous Driving. | Saehanseul Yi, Nikil D. Dutt |
| 2024 | wearMeter: an Accurate Wear Metric for NAND Flash Memory. | Min Ye, Qiao Li, Daniel Wen, Tei-Wei Kuo, Chun Jason Xue |
| 2024 | ACane: An Efficient FPGA-based Embedded Vision Platform with Accumulation-as-Convolution Packing for Autonomous Mobile Robots. | Jinho Yang, Sungwoong Yune, Sukbin Lim, Donghyuk Kim, Joo-Young Kim |
| 2024 | TQ-TTFS: High-Accuracy and Energy-Efficient Spiking Neural Networks Using Temporal Quantization Time-to-First-Spike Neuron. | Yuxuan Yang, Zihao Xuan, Yi Kang |
| 2024 | Challenges and Opportunities to Enable Large-Scale Computing via Heterogeneous Chiplets. | Zhuoping Yang, Shixin Ji, Xingzhen Chen, Jinming Zhuang, Weifeng Zhang, Dharmesh Jani, Peipei Zhou |
| 2024 | Logic Design of Neural Networks for High-Throughput and Low-Power Applications. | Kangwei Xu, Grace Li Zhang, Ulf Schlichtmann, Bing Li |
| 2024 | QuadraNet: Improving High-Order Neural Interaction Efficiency with Hardware-Aware Quadratic Neural Networks. | Chenhui Xu, Fuxun Yu, Zirui Xu, Chenchen Liu, Jinjun Xiong, Xiang Chen |
| 2024 | Performance-Driven Analog Layout Automation: Current Status and Future Directions (Invited Paper). | Peng Xu, Jintao Li, Tsung-Yi Ho, Bei Yu, Keren Zhu |
| 2024 | A Heuristic and Greedy Weight Remapping Scheme with Hardware Optimization for Irregular Sparse Neural Networks Implemented on CIM Accelerator in Edge AI Applications. | Lizhou Wu, Chenyang Zhao, Jingbo Wang, Xueru Yu, Shoumian Chen, Chen Li, Jun Han, Xiaoyong Xue, Xiaoyang Zeng |
| 2024 | BoCNT: A Bayesian Optimization Framework for Global CNT Interconnect Optimization. | Hang Wu, Ning Xu, Wei W. Xing, Yuanqing Cheng |
| 2024 | Secco: Codesign for Resource Sharing in Regular-Expression Accelerators. | Jackson Woodruff, Sam Ainsworth, Michael F. P. O'Boyle |
| 2024 | QcAssert: Quantum Device Testing with Concurrent Assertions. | Hasini Witharana, Daniel Volya, Prabhat Mishra |
| 2024 | Effective Analytical Placement for Advanced Hybrid-Row-Height Circuit Designs. | Yuan Wen, Benchao Zhu, Zhifeng Lin, Jianli Chen |
| 2024 | An Analytical Placement Algorithm with Routing topology Optimization. | Min Wei, Xingyu Tong, Zhijie Cai, Peng Zou, Zhifeng Lin, Jianli Chen |
| 2024 | Invited Paper: Software/Hardware Co-design for LLM and Its Application for Design Verification. | Lily Jiaxin Wan, Yingbing Huang, Yuhong Li, Hanchen Ye, Jinghua Wang, Xiaofan Zhang, Deming Chen |
| 2024 | An Efficient Transfer Learning Assisted Global Optimization Scheme for Analog/RF Circuits. | Zhikai Wang, Jingbo Zhou, Xiaosen Liu, Yan Wang |
| 2024 | FPGA-Based HPC for Associative Memory System. | Deyu Wang, Yuning Wang, Yu Yang, Dimitrios Stathis, Ahmed Hemani, Anders Lansner, Jiawei Xu, Li-Rong Zheng, Zhuo Zou |
| 2024 | Exploiting 2.5D/3D Heterogeneous Integration for AI Computing. | Zhenyu Wang, Jingbo Sun, A. Alper Goksoy, Sumit K. Mandal, Yaotian Liu, Jae-Sun Seo, Chaitali Chakrabarti, mit Y. Ogras, Vidya A. Chhabria, Jeff Zhang, Yu Cao |
| 2024 | TransFRU: Efficient Deployment of Transformers on FPGA with Full Resource Utilization. | Hongji Wang, Yueyin Bai, Jun Yu, Kun Wang |
| 2024 | JustQ: Automated Deployment of Fair and Accurate Quantum Neural Networks. | Ruhan Wang, Fahiz Baba-Yara, Fan Chen |
| 2024 | YoseUe: "trimming" Random Forest's training towards resource-constrained inference. | Alessandro Verosimile, Alessandro Tierno, Andrea Damiani, Marco D. Santambrogio |
| 2024 | Sensors for Remote Power Attacks: New Developments and Challenges. | Brian Udugama, Darshana Jayasinghe, Sri Parameswaran |
| 2024 | An automated approach for improving the inference latency and energy efficiency of pretrained CNNs by removing irrelevant pixels with focused convolutions. | Caleb Tung, Nicholas Eliopoulos, Purvish Jajal, Gowri Ramshankar, Cheng-Yun Yang, Nicholas Synovic, Xuecen Zhang, Vipin Chaudhary, George K. Thiruvathukal, Yung-Hsiang Lu |
| 2024 | O.O: Optimized One-die Placement for Face-to-face Bonded 3D ICs. | Xingyu Tong, Zhijie Cai, Peng Zou, Min Wei, Yuan Wen, Zhifeng Lin, Jianli Chen |