Xiaoxuan Yang

According to our database, Xiaoxuan Yang authored at least 19 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2025

Optimizing and Exploring System Performance in Compact Processing-in-Memory-based Chips.

Peilin Chen, Xiaoxuan Yang

CoRR, February, 2025

AutoRAC: Automated Processing-in-Memory Accelerator Design for Recommender Systems.

Feng Cheng, Tunhou Zhang, Junyao Zhang, Jonathan Hao-Cheng Ku, Yitu Wang, Xiaoxuan Yang, Hai Li, Yiran Chen

Proceedings of the Great Lakes Symposium on VLSI 2025, GLSVLSI 2025, New Orleans, LA, USA, 30 June 2025, 2025

Titanus: Enabling KV Cache Pruning and Quantization On-the-Fly for LLM Acceleration.

Peilin Chen, Xiaoxuan Yang

Proceedings of the Great Lakes Symposium on VLSI 2025, GLSVLSI 2025, New Orleans, LA, USA, 30 June 2025, 2025

2024

Block-Wise Mixed-Precision Quantization: Enabling High Efficiency for Practical ReRAM-Based DNN Accelerators.

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

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., December, 2024

Neuro-Symbolic Computing: Advancements and Challenges in Hardware-Software Co-Design.

Xiaoxuan Yang, Zhangyang Wang, X. Sharon Hu, Chris H. Kim, Shimeng Yu, Miroslav Pajic, Rajit Manohar, Yiran Chen, Hai Helen Li

IEEE Trans. Circuits Syst. II Express Briefs, March, 2024

Memory Is All You Need: An Overview of Compute-in-Memory Architectures for Accelerating Large Language Model Inference.

Christopher Wolters, Xiaoxuan Yang, Ulf Schlichtmann, Toyotaro Suzumura

CoRR, 2024

Weight Update Scheme for 1T1R Memristor Array Based Equilibrium Propagation.

Brady Taylor, Xiaoxuan Yang, Hai Li

Proceedings of the 6th IEEE International Conference on AI Circuits and Systems, 2024

2023

ESSENCE: Exploiting Structured Stochastic Gradient Pruning for Endurance-Aware ReRAM-Based In-Memory Training Systems.

Xiaoxuan Yang, Huanrui Yang, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty, Hai Li

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., July, 2023

Improving the Efficiency and Robustness of In-Memory Computing in Emerging Technologies.

Xiaoxuan Yang

PhD thesis, 2023

Biologically Plausible Learning on Neuromorphic Hardware Architectures.

Christopher Wolters, Brady Taylor, Edward Hanson, Xiaoxuan Yang, Ulf Schlichtmann, Yiran Chen

Proceedings of the 66th IEEE International Midwest Symposium on Circuits and Systems, 2023

Improving the Robustness and Efficiency of PIM-Based Architecture by SW/HW Co-Design.

Xiaoxuan Yang, Shiyu Li, Qilin Zheng, Yiran Chen

Proceedings of the 28th Asia and South Pacific Design Automation Conference, 2023

2022

Research Progress on Memristor: From Synapses to Computing Systems.

Xiaoxuan Yang, Brady Taylor, Ailong Wu, Yiran Chen, Leon O. Chua

IEEE Trans. Circuits Syst. I Regul. Pap., 2022

Tolerating Noise Effects in Processing-in-Memory Systems for Neural Networks: A Hardware-Software Codesign Perspective.

Xiaoxuan Yang, Changming Wu, Mo Li, Yiran Chen

Adv. Intell. Syst., 2022

Approximate Computing and the Efficient Machine Learning Expedition.

Jörg Henkel, Hai Li, Anand Raghunathan, Mehdi B. Tahoori, Swagath Venkataramani, Xiaoxuan Yang, Georgios Zervakis

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

HERO: hessian-enhanced robust optimization for unifying and improving generalization and quantization performance.

Huanrui Yang, Xiaoxuan Yang, Neil Zhenqiang Gong, Yiran Chen

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

On Building Efficient and Robust Neural Network Designs.

Xiaoxuan Yang, Huanrui Yang, Jingchi Zhang, Hai Helen Li, Yiran Chen

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021

Harnessing Optoelectronic Noises in a Photonic Generative Adversarial Network (GAN).

Changming Wu, Xiaoxuan Yang, Heshan Yu, Ruoming Peng, Ichiro Takeuchi, Yiran Chen, Mo Li

CoRR, 2021

Multi-Objective Optimization of ReRAM Crossbars for Robust DNN Inferencing under Stochastic Noise.

Xiaoxuan Yang, Syrine Belakaria, Biresh Kumar Joardar, Huanrui Yang, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty, Hai Helen Li

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

2020

ReTransformer: ReRAM-based Processing-in-Memory Architecture for Transformer Acceleration.

Xiaoxuan Yang, Bonan Yan, Hai Li, Yiran Chen

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020