| FedCor: Correlation-based active client selection strategy for heterogeneous federated learning M Tang, X Ning, Y Wang, J Sun, Y Wang, H Li, Y Chen Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 121* | 2022 |
| Rerec: In-reram acceleration with access-aware mapping for personalized recommendation Y Wang, Z Zhu, F Chen, M Ma, G Dai, Y Wang, H Li, Y Chen 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2021 | 22 | 2021 |
| Exploring bit-slice sparsity in deep neural networks for efficient ReRAM-based deployment J Zhang, H Yang, F Chen, Y Wang, H Li 2019 Fifth Workshop on Energy Efficient Machine Learning and Cognitive …, 2019 | 11 | 2019 |
| Reboc: Accelerating block-circulant neural networks in reram Y Wang, F Chen, L Song, CJR Shi, HH Li, Y Chen 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2020 | 8 | 2020 |
| EMS-i: An Efficient Memory System Design with Specialized Caching Mechanism for Recommendation Inference Y Wang, S Li, Q Zheng, A Chang, H Li, Y Chen ACM Transactions on Embedded Computing Systems 22 (5s), 1-22, 2023 | 6 | 2023 |
| Accelerating Sparse Attention with a Reconfigurable Non-volatile Processing-In-Memory Architecture Q Zheng, S Li, Y Wang, Z Li, Y Chen, HH Li 2023 60th ACM/IEEE Design Automation Conference (DAC), 1-6, 2023 | 6 | 2023 |
| NDSEARCH: Accelerating Graph-Traversal-Based Approximate Nearest Neighbor Search through Near Data Processing Y Wang, S Li, Q Zheng, L Song, Z Li, A Chang, Y Chen 2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture …, 2024 | 2* | 2024 |
| Si-Kintsugi: Towards Recovering Golden-Like Performance of Defective Many-Core Spatial Architectures for AI E Hanson, S Li, G Zhou, F Cheng, Y Wang, R Bose, H Li, Y Chen Proceedings of the 56th Annual IEEE/ACM International Symposium on …, 2023 | 2 | 2023 |
| ICGMM: CXL-enabled Memory Expansion with Intelligent Caching Using Gaussian Mixture Model H Chen, Y Wang, V Cargnini, M Soltaniyeh, D Li, G Sun, P Subedi, ... Proceedings of the 61st ACM/IEEE Design Automation Conference, 1-6, 2024 | 1 | 2024 |
| A Survey: Collaborative Hardware and Software Design in the Era of Large Language Models C Guo, F Cheng, Z Du, J Kiessling, J Ku, S Li, Z Li, M Ma, T Molom-Ochir, ... arXiv preprint arXiv:2410.07265, 2024 | | 2024 |
| Improving the Efficiency of In-Memory-Computing Macro with a Hybrid Analog-Digital Computing Mode for Lossless Neural Network Inference Q Zheng, Z Li, J Ku, Y Wang, B Taylor, D Fan, Y Chen Proceedings of the 61st ACM/IEEE Design Automation Conference, 1-6, 2024 | | 2024 |
| Hybrid Digital/Analog Memristor-based Computing Architecture for Sparse Deep Learning Acceleration Q Zheng, S Li, Y Wang, Z Li, Y Chen 2024 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2024 | | 2024 |
| FedRepre: An Efficient and Scalable Federated Learning Framework with Client Representative Mechanism and Specialized Server Architecture Y Wang, M Tang, H Chen, S Li, Q Zheng, C Guo, A Chang, C Hao, H Li, ... Machine Learning for Computer Architecture and Systems 2024, 0 | | |
Yiran ChenJohn Cocke Distinguished Professor of Electrical and Computer Engineering, Duke UniversityEmail verificata su duke.edu