| Research progress on memristor: From synapses to computing systems X Yang, B Taylor, A Wu, Y Chen, LO Chua IEEE Transactions on Circuits and Systems I: Regular Papers 69 (5), 1845-1857, 2022 | 124 | 2022 |
| ReTransformer: ReRAM-based processing-in-memory architecture for transformer acceleration X Yang, B Yan, H Li, Y Chen Proceedings of the 39th International Conference on Computer-Aided Design, 1-9, 2020 | 106 | 2020 |
| Multi-objective optimization of ReRAM crossbars for robust DNN inferencing under stochastic noise X Yang, S Belakaria, BK Joardar, H Yang, JR Doppa, PP Pande, ... 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2021 | 45* | 2021 |
| Harnessing optoelectronic noises in a photonic generative network C Wu, X Yang, H Yu, R Peng, I Takeuchi, Y Chen, M Li Science advances 8 (3), eabm2956, 2022 | 44 | 2022 |
| Tolerating noise effects in processing‐in‐memory systems for neural networks: a hardware–software codesign perspective X Yang, C Wu, M Li, Y Chen Advanced Intelligent Systems 4 (8), 2200029, 2022 | 21 | 2022 |
| Approximate computing and the efficient machine learning expedition J Henkel, H Li, A Raghunathan, MB Tahoori, S Venkataramani, X Yang, ... Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided …, 2022 | 19 | 2022 |
| Hero: Hessian-enhanced robust optimization for unifying and improving generalization and quantization performance H Yang, X Yang, NZ Gong, Y Chen Proceedings of the 59th ACM/IEEE Design Automation Conference, 25-30, 2022 | 12 | 2022 |
| ESSENCE: Exploiting Structured Stochastic Gradient Pruning for Endurance-aware ReRAM-based In-Memory Training Systems X Yang, H Yang, JR Doppa, PP Pande, K Chakrabarty, H Li IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2022 | 11 | 2022 |
| Photonic bayesian neural network using programmed optical noises C Wu, X Yang, Y Chen, M Li IEEE Journal of Selected Topics in Quantum Electronics 29 (2: Optical …, 2022 | 10 | 2022 |
| Memory Is All You Need: An Overview of Compute-in-Memory Architectures for Accelerating Large Language Model Inference C Wolters, X Yang, U Schlichtmann, T Suzumura arXiv preprint arXiv:2406.08413, 2024 | 7 | 2024 |
| Neuro-Symbolic Computing: Advancements and Challenges in Hardware-Software Co-Design X Yang, Z Wang, XS Hu, CH Kim, S Yu, M Pajic, R Manohar, Y Chen, ... IEEE Transactions on Circuits and Systems II: Express Briefs, 2023 | 6 | 2023 |
| Biologically plausible learning on neuromorphic hardware architectures C Wolters, B Taylor, E Hanson, X Yang, U Schlichtmann, Y Chen 2023 IEEE 66th International Midwest Symposium on Circuits and Systems …, 2023 | 4 | 2023 |
| Improving the robustness and efficiency of PIM-based architecture by SW/HW co-design X Yang, S Li, Q Zheng, Y Chen Proceedings of the 28th Asia and South Pacific Design Automation Conference …, 2023 | 3 | 2023 |
| On building efficient and robust neural network designs X Yang, H Yang, J Zhang, HH Li, Y Chen 2022 56th Asilomar Conference on Signals, Systems, and Computers, 317-321, 2022 | 3 | 2022 |
| Block-Wise Mixed-Precision Quantization: Enabling High Efficiency for Practical ReRAM-based DNN Accelerators X Wu, E Hanson, N Wang, Q Zheng, X Yang, H Yang, S Li, F Cheng, ... IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2024 | 2 | 2024 |
| Optical generative adversarial network based on programmable phase-change photonics C Wu, X Yang, H Yu, I Takeuchi, Y Chen, M Li 2021 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2021 | 2 | 2021 |
| Weight Update Scheme for 1T1R Memristor Array Based Equilibrium Propagation B Taylor, X Yang, H Li 2024 IEEE 6th International Conference on AI Circuits and Systems (AICAS …, 2024 | | 2024 |
| Improving the Efficiency and Robustness of In-Memory Computing in Emerging Technologies X Yang Duke University, 2023 | | 2023 |
| Photonic Generative Adversarial Network (GAN) with Noise-aware Training C Wu, C Wu, H Yu, R Peng, I Takeuchi, Y Chen, M Li Progress in Electromagnetics Research Symposium (PIERS), 2021 | | 2021 |