Yan, Zheyu

1. Device-Circuit-Architecture Co-Exploration for Computing-in-Memory Neural Accelerators
   2019/10/31 by Jiang, Weiwen, Lou, Qiuwen, Yan, Zheyu +4 · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
2. Co-Exploration of Neural Architectures and Heterogeneous ASIC Accelerator Designs Targeting Multiple Tasks
   2020/02/10 by Lei Yang, Yang, Lei, Zheyu Yan +15 · 3 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel Computing and Optimization Techniques #Signal Processing (eess.SP) #electronic engineering #information engineering
3. When Single Event Upset Meets Deep Neural Networks: Observations, Explorations, and Remedies
   2019/09/10 by Yan, Zheyu, Shi, Yiyu, Liao, Wang +3 · 2 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. FRCSyn Challenge at WACV 2024:Face Recognition Challenge in the Era of Synthetic Data
   2023/11/17 by Pietro Melzi, Rubén Tolosana, Melzi, Pietro +91 · 5 citations
   Computer Science · #Face recognition and analysis #Biometric Identification and Security
5. Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures
   2024/05/07 by Ruiyang Qin, Qin, Ruiyang, Zheyu Yan +19 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Optimization and Search Problems #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
6. Empirical Guidelines for Deploying LLMs onto Resource-constrained Edge Devices
   2024/06/06 by Qin, Ruiyang, Liu, Dancheng, Xu, Chenhui +9 · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. FL-NAS: Towards Fairness of NAS for Resource Constrained Devices via Large Language Models
   2024/02/09 by Qin, Ruiyang, Hu, Yuting, Yan, Zheyu +3 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. On the Viability of using LLMs for SW/HW Co-Design: An Example in Designing CiM DNN Accelerators
   2023/06/12 by Zheyu Yan, Yifan Qin, Yan, Zheyu +5 · 2 citations
   Computer Science · Engineering · #Natural Language Processing Techniques #Topic Modeling #Ferroelectric and Negative Capacitance Devices
9. RADARS: Memory Efficient Reinforcement Learning Aided Differentiable Neural Architecture Search
   2021/09/13 by Zheyu Yan, Yan, Zheyu, Weiwen Jiang +5 · 1 citation
   Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
10. On the Reliability of Computing-in-Memory Accelerators for Deep Neural Networks
    2022/05/25 by Yan, Zheyu, Hu, Xiaobo Sharon, Shi, Yiyu · 1 citation
    #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
11. Tiny-Align: Bridging Automatic Speech Recognition and Large Language Model on the Edge
    2024/11/21 by Qin, Ruiyang, Liu, Dancheng, Xu, Gelei +7 · 1 citation
    #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering