Yu, Zhongzhi

1. GPT4AIGChip: Towards Next-Generation AI Accelerator Design Automation via Large Language Models
   2023/09/19 by Yonggan Fu, Fu, Yonggan, Yongan Zhang +13 · 20 citations
   Computer Science · Engineering · Materials Science · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Machine Learning in Materials Science #Software Engineering Research
2. Model Tells You Where to Merge: Adaptive KV Cache Merging for LLMs on Long-Context Tasks
   2024/07/11 by Z. Wang, Wang, Zheng, Boxiao Jin +5 · 23 citations
   Computer Science · #Caching and Content Delivery #Advanced Data Storage Technologies #Distributed and Parallel Computing Systems
3. HW-NAS-Bench:Hardware-Aware Neural Architecture Search Benchmark
   2021/03/19 by Chaojian Li, Li, Chaojian, Zhongzhi Yu +15 · 9 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. ViTCoD: Vision Transformer Acceleration via Dedicated Algorithm and Accelerator Co-Design
   2022/10/18 by Haoran You, Zhanyi Sun, You, Haoran +15 · 11 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Visual Attention and Saliency Detection
5. Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibration
   2024/06/22 by Zhongzhi Yu, Yu, Zhongzhi, Zheng Wang +9 · 17 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
6. MG-Verilog: Multi-grained Dataset Towards Enhanced LLM-assisted Verilog Generation
   2024/07/02 by Yong-An Zhang, Zhongzhi Yu, Zhang, Yongan +7 · 15 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
7. EDGE-LLM: Enabling Efficient Large Language Model Adaptation on Edge Devices via Layerwise Unified Compression and Adaptive Layer Tuning and Voting
   2024/06/22 by Zhongzhi Yu, Zheng Wang, Yu, Zhongzhi +15 · 14 citations
   Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Speech Recognition and Synthesis #Topic Modeling #and Cluster Computing (cs.DC)
8. ScaleRTL: Scaling LLMs with Reasoning Data and Test-Time Compute for Accurate RTL Code Generation
   2025/06/05 by Chenhui Deng, Deng, Chenhui, Yun-Da Tsai +7 · 7 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Model-Driven Software Engineering Techniques #Natural Language Processing Techniques #Software Testing and Debugging Techniques
9. Auto-Agent-Distiller: Towards Efficient Deep Reinforcement Learning Agents via Neural Architecture Search
   2020/12/24 by Yonggan Fu, Zhongzhi Yu, Fu, Yonggan +5 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
10. AmoebaLLM: Constructing Any-Shape Large Language Models for Efficient and Instant Deployment
    2024/11/15 by Fu, Yonggan, Yu, Zhongzhi, Li, Junwei +6 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
11. Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing
    2022/11/02 by Yonggan Fu, Fu, Yonggan, Yang Zhang +11 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and dialogue systems #electronic engineering #information engineering
12. NetBooster: Empowering Tiny Deep Learning By Standing on the Shoulders of Deep Giants
    2023/06/23 by Yu, Zhongzhi, Fu, Yonggan, Yuan, Jiayi +2 · 1 citation
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
13. Master-ASR: Achieving Multilingual Scalability and Low-Resource Adaptation in ASR with Modular Learning
    2023/06/23 by Zhongzhi Yu, Yang Zhang, Yu, Zhongzhi +7 · 1 citation
    Computer Science · #Speech Recognition and Synthesis #Natural Language Processing Techniques #Speech and Audio Processing
14. Spec2RTL-Agent: Automated Hardware Code Generation from Complex Specifications Using LLM Agent Systems
    2025/06/16 by Zhongzhi Yu, Yu, Zhongzhi, Mingjie Liu +9 · 4 citations
    Computer Science · #Embedded Systems Design Techniques #FOS: Computer and information sciences #Formal Methods in Verification #Hardware Architecture (cs.AR) #Model-Driven Software Engineering Techniques
15. LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models
    2025/07/14 by Shi, Dachuan, Fu, Yonggan, Yuan, Xiangchi +8 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)