Xiaoxuan Yang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 24

Top Topics

Hardware Architecture

Robust Optimization

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

Sci. China Inf. Sci.

Publications

Brady Taylor, Xiaoxuan Yang, Hai Li
Weight Update Scheme for 1T1R Memristor Array Based Equilibrium Propagation. AICAS (2024)
Hüseyin Tanriverdi, Xiaoxuan Yang, Yilin Wen
Why Do Acquisitions Negatively Affect Patient Outcomes at Target Hospitals: Quiet Life Hypothesis or Disruptions Caused by Acquisition Integrations? HICSS (2024)
Christopher Wolters, Xiaoxuan Yang, Ulf Schlichtmann, Toyotaro Suzumura
Memory Is All You Need: An Overview of Compute-in-Memory Architectures for Accelerating Large Language Model Inference. CoRR (2024)
Xiaoxuan Yang, Zhangyang Wang, X. Sharon Hu, Chris H. Kim, Shimeng Yu, Miroslav Pajic, Rajit Manohar, Yiran Chen, Hai Helen Li
Neuro-Symbolic Computing: Advancements and Challenges in Hardware-Software Co-Design. IEEE Trans. Circuits Syst. II Express Briefs 71 (3) (2024)
Xiaoxuan Yang, Shiyu Li, Qilin Zheng, Yiran Chen
Improving the Robustness and Efficiency of PIM-Based Architecture by SW/HW Co-Design. ASP-DAC (2023)
Xin Ye, Wenjia Zhang, Shaomeng Wang, Xiaoxuan Yang, Zuyuan He
Photonic Spatial-Euler Ising Machine for Solving 20000-node Max-cut Problem. CoRR (2023)
Xueying Wu, Edward Hanson, Nansu Wang, Qilin Zheng, Xiaoxuan Yang, Huanrui Yang, Shiyu Li, Feng Cheng, Partha Pratim Pande, Janardhan Rao Doppa, Krishnendu Chakrabarty, Hai Li
Block-Wise Mixed-Precision Quantization: Enabling High Efficiency for Practical ReRAM-based DNN Accelerators. CoRR (2023)
Xin Ye, Wenjia Zhang, Shaomeng Wang, Xiaoxuan Yang, Zuyuan He
20736-node weighted max-cut problem solving by quadrature photonic spatial Ising machine. Sci. China Inf. Sci. 66 (12) (2023)
Zhiyuan Wei, Jing Sun, Zijian Zhang, Xianhao Zhang, Xiaoxuan Yang, Liehuang Zhu
Survey on Quality Assurance of Smart Contracts. CoRR (2023)
Christopher Wolters, Brady Taylor, Edward Hanson, Xiaoxuan Yang, Ulf Schlichtmann, Yiran Chen
Biologically Plausible Learning on Neuromorphic Hardware Architectures. MWSCAS (2023)
Xiaoxuan Yang, Huanrui Yang, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty, Hai Li
ESSENCE: Exploiting Structured Stochastic Gradient Pruning for Endurance-Aware ReRAM-Based In-Memory Training Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (7) (2023)
Jörg Henkel, Hai Li, Anand Raghunathan, Mehdi B. Tahoori, Swagath Venkataramani, Xiaoxuan Yang, Georgios Zervakis
Approximate Computing and the Efficient Machine Learning Expedition. ICCAD (2022)
Jörg Henkel, Hai Li, Anand Raghunathan, Mehdi B. Tahoori, Swagath Venkataramani, Xiaoxuan Yang, Georgios Zervakis
Approximate Computing and the Efficient Machine Learning Expedition. CoRR (2022)
Huanrui Yang, Xiaoxuan Yang, Neil Zhenqiang Gong, Yiran Chen
HERO: hessian-enhanced robust optimization for unifying and improving generalization and quantization performance. DAC (2022)
Gang Wang, Xiaoxuan Yang, Wei Shao, Qiuling Hou
Further Study on C-Eigenvalue Inclusion Intervals for Piezoelectric Tensors. Axioms 11 (6) (2022)
Christopher Wolters, Brady Taylor, Edward Hanson, Xiaoxuan Yang, Ulf Schlichtmann, Yiran Chen
Biologically Plausible Learning on Neuromorphic Hardware Architectures. CoRR (2022)
Xiaoxuan Yang, Huanrui Yang, Jingchi Zhang, Hai Helen Li, Yiran Chen
On Building Efficient and Robust Neural Network Designs. IEEECONF (2022)
Xiaoxuan Yang, Changming Wu, Mo Li, Yiran Chen
Tolerating Noise Effects in Processing-in-Memory Systems for Neural Networks: A Hardware-Software Codesign Perspective. Adv. Intell. Syst. 4 (8) (2022)
Xiaoxuan Yang, Brady Taylor, Ailong Wu, Yiran Chen, Leon O. Chua
Research Progress on Memristor: From Synapses to Computing Systems. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (5) (2022)
Changming Wu, Xiaoxuan Yang, Heshan Yu, Ruoming Peng, Ichiro Takeuchi, Yiran Chen, Mo Li
Harnessing Optoelectronic Noises in a Photonic Generative Adversarial Network (GAN). CoRR (2021)
Xiaoxuan Yang, Syrine Belakaria, Biresh Kumar Joardar, Huanrui Yang, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty, Hai Li
Multi-Objective Optimization of ReRAM Crossbars for Robust DNN Inferencing under Stochastic Noise. CoRR (2021)
Xiaoxuan Yang, Syrine Belakaria, Biresh Kumar Joardar, Huanrui Yang, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty, Hai Helen Li
Multi-Objective Optimization of ReRAM Crossbars for Robust DNN Inferencing under Stochastic Noise. ICCAD (2021)
Huanrui Yang, Xiaoxuan Yang, Neil Zhenqiang Gong, Yiran Chen
HERO: Hessian-Enhanced Robust Optimization for Unifying and Improving Generalization and Quantization Performance. CoRR (2021)
Xiaoxuan Yang, Bonan Yan, Hai Li, Yiran Chen
ReTransformer: ReRAM-based Processing-in-Memory Architecture for Transformer Acceleration. ICCAD (2020)
Chaohua Gong, Guang Chen, Wei Cheng, Xiaoxuan Yang, Ronghuai Huang
Potential Issues on Initiatively Utilizing E-Textbooks in K-12 Classrooms. ICALT (2013)
Guang Chen, Chaohua Gong, Junfeng Yang, Xiaoxuan Yang, Ronghuai Huang
The Concept of eTextbooks in K-12 Classes from the Perspective of Its Stakeholders. CHI-KDD (2013)