| 2024 | Crop: An Analytical Cost Model for Cross-Platform Performance Prediction of Tensor Programs. | Xinyu Sun, Yu Zhang, Shuo Liu, Yi Zhai |
| 2024 | Efficient ILT via Multigrid-Schwartz Method. | Shuyuan Sun, Fan Yang, Bei Yu, Li Shang, Dian Zhou, Xuan Zeng |
| 2024 | Massively Parallel AIG Resubstitution. | Yang Sun, Tianji Liu, Martin D. F. Wong, Evangeline F. Y. Young |
| 2024 | Partitioned Scheduling and Parallelism Assignment for Real-Time DNN Inference Tasks on Multi-TPU. | Binqi Sun, Tomasz Kloda, Chu-Ge Wu, Marco Caccamo |
| 2024 | EVDMARL: Efficient Value Decomposition-based Multi-Agent Reinforcement Learning with Domain-Randomization for Complex Analog Circuit Design Migration. | Handa Sun, Zhaori Bi, Wenning Jiang, Ye Lu, Changhao Yan, Fan Yang, Wenchuang Hu, Sheng-Guo Wang, Dian Zhou, Xuan Zeng |
| 2024 | GreenFPGA: Evaluating FPGAs as Environmentally Sustainable Computing Solutions. | Chetan Choppali Sudarshan, Aman Arora, Vidya A. Chhabria |
| 2024 | Invited: Conformal Inference meets Evidential Learning: Distribution-Free Uncertainty Quantification with Epistemic and Aleatoric Separability. | Alex Christopher Stutts, Divake Kumar, Theja Tulabandhula, Amit Ranjan Trivedi |
| 2024 | Ev-Edge: Efficient Execution of Event-based Vision Algorithms on Commodity Edge Platforms. | Shrihari Sridharan, Surya Selvam, Kaushik Roy, Anand Raghunathan |
| 2024 | Engineering an Efficient Preprocessor for Model Counting. | Mate Soos, Kuldeep S. Meel |
| 2024 | CircuitVAE: Efficient and Scalable Latent Circuit Optimization. | Jialin Song, Aidan M. Swope, Robert Kirby, Rajarshi Roy, Saad Godil, Jonathan Raiman, Bryan Catanzaro |
| 2024 | TSAcc: An Efficient \underline{T}empo-\underline{S}patial Similarity Aware \underline{Acc}elerator for Attention Acceleration. | Zhuoran Song, Chunyu Qi, Yuanzheng Yao, Peng Zhou, Yanyi Zi, Nan Wang, Xiaoyao Liang |
| 2024 | ViT-slice: End-to-end Vision Transformer Accelerator with Bit-slice Algorithm. | Dongjin Shin, Insu Choi, Joon-Sung Yang |
| 2024 | PT-Map: Efficient Program Transformation Optimization for CGRA Mapping. | Bizhao Shi, Tuo Dai, Jiaxi Zhang, Xuechao Wei, Guojie Luo |
| 2024 | SPECRUN: The Danger of Speculative Runahead Execution in Processors. | Chaoqun Shen, Gang Qu, Jiliang Zhang |
| 2024 | OPTIMA: Design-Space Exploration of Discharge-Based In-SRAM Computing: Quantifying Energy-Accuracy Trade-offs. | Saeed Seyedfaraji, Severin Jager, Salar Shakibhamedan, Asad Aftab, Semeen Rehman |
| 2024 | Invited: Human-Inspired Distributed Wearable AI. | Shreyas Sen, Arunashish Datta |
| 2024 | Hybrid Circuit Mapping: Leveraging the Full Spectrum of Computational Capabilities of Neutral Atom Quantum Computers. | Ludwig Schmid, Sunghye Park, Robert Wille |
| 2024 | SARIS: Accelerating Stencil Computations on Energy-Efficient RISC-V Compute Clusters with Indirect Stream Registers. | Paul Scheffler, Luca Colagrande, Luca Benini |
| 2024 | Zeroth-Order Optimization of Optical Neural Networks with Linear Combination Natural Gradient and Calibrated Model. | Hiroshi Sawada, Kazuo Aoyama, Kohei Ikeda |
| 2024 | Deep Harmonic Finesse: Signal Separation in Wearable Systems with Limited Data. | Mahya Saffarpour, Weitai Qian, Kourosh Vali, Begum Kasap, Herman L. Hedriana, Soheil Ghiasi |
| 2024 | Lost and Found in Speculation: Hybrid Speculative Vulnerability Detection. | Mohamadreza Rostami, Shaza Zeitouni, Rahul Kande, Chen Chen, Pouya Mahmoody, Jeyavijayan Rajendran, Ahmad-Reza Sadeghi |
| 2024 | Cross-Layer Reliability Evaluation and Efficient Hardening of Large Vision Transformers Models. | Lucas Roquet, Fernando Fernandes dos Santos, Paolo Rech, Marcello Traiola, Olivier Sentieys, Angeliki Kritikakou |
| 2024 | Invited: Leveraging Machine Learning for Quantum Compilation Optimization. | Xiangyu Ren, Tianyu Zhang, Xiong Xu, Yicong Zheng, Shengyu Zhang |
| 2024 | HiRISE: High-Resolution Image Scaling for Edge ML via In-Sensor Compression and Selective ROI. | Brendan Reidy, Sepehr Tabrizchi, Mohammadreza Mohammadi, Shaahin Angizi, Arman Roohi, Ramtin Zand |
| 2024 | Execution Sequence Optimization for Processing In-Memory using Parallel Data Preparation. | Muhammad Rashedul Haq Rashed, Sven Thijssen, Dominic Simon, Sumit Jha, Rickard Ewetz |