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Zhongzhi Yu
Zhongzhi Yu
Verified email at gatech.edu - Homepage
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Cited by
Year
Hw-nas-bench: Hardware-aware neural architecture search benchmark
C Li, Z Yu, Y Fu, Y Zhang, Y Zhao, H You, Q Yu, Y Wang, Y Lin
arXiv preprint arXiv:2103.10584, 2021
1452021
Vitcod: Vision transformer acceleration via dedicated algorithm and accelerator co-design
H You, Z Sun, H Shi, Z Yu, Y Zhao, Y Zhang, C Li, B Li, Y Lin
2023 IEEE International Symposium on High-Performance Computer Architecture …, 2023
702023
Gpt4aigchip: Towards next-generation ai accelerator design automation via large language models
Y Fu, Y Zhang, Z Yu, S Li, Z Ye, C Li, C Wan, YC Lin
2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 1-9, 2023
642023
Saturated absorption competition microscopy
G Zhao, MM Kabir, KC Toussaint Jr, C Kuang, C Zheng, Z Yu, X Liu
Optica 4 (6), 633-636, 2017
272017
Mia-former: Efficient and robust vision transformers via multi-grained input-adaptation
Z Yu, Y Fu, S Li, C Li, Y Lin
Proceedings of the AAAI Conference on Artificial Intelligence 36 (8), 8962-8970, 2022
222022
Identification of pediatric respiratory diseases using a fine-grained diagnosis system
G Yu, Z Yu, Y Shi, Y Wang, X Liu, Z Li, Y Zhao, F Sun, Y Yu, Q Shu
Journal of Biomedical Informatics 117, 103754, 2021
192021
EyeCoD: eye tracking system acceleration via flatcam-based algorithm & accelerator co-design
H You, C Wan, Y Zhao, Z Yu, Y Fu, J Yuan, S Wu, S Zhang, Y Zhang, C Li, ...
Proceedings of the 49th Annual International Symposium on Computer …, 2022
152022
EDGE-LLM: Enabling Efficient Large Language Model Adaptation on Edge Devices via Unified Compression and Adaptive Layer Voting
Z Yu, Z Wang, Y Li, R Gao, X Zhou, SR Bommu, YK Zhao, YC Lin
https://arxiv.org/abs/2406.15758v1, 2024
132024
Unveiling and harnessing hidden attention sinks: Enhancing large language models without training through attention calibration
Z Yu, Z Wang, Y Fu, H Shi, K Shaikh, YC Lin
arXiv preprint arXiv:2406.15765, 2024
122024
Master-ASR: Achieving Multilingual Scalability and Low-Resource Adaptation in ASR with Modular Learning
Z Yu, Y Zhang, K Qian, C Wan, Y Fu, Y Zhang, Y Lin
112023
Parallel detecting super-resolution microscopy using correlation based image restoration
Z Yu, S Liu, D Zhu, C Kuang, X Liu
Optics Communications 404, 139-146, 2017
112017
Model tells you where to merge: Adaptive kv cache merging for llms on long-context tasks
Z Wang, B Jin, Z Yu, M Zhang
arXiv preprint arXiv:2407.08454, 2024
102024
O-HAS: Optical hardware accelerator search for boosting both acceleration performance and development speed
M Li, Z Yu, Y Zhang, Y Fu, Y Lin
2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2021
102021
Mg-verilog: Multi-grained dataset towards enhanced llm-assisted verilog generation
Y Zhang, Z Yu, Y Fu, C Wan, YC Lin
2024 IEEE LLM Aided Design Workshop (LAD), 1-5, 2024
92024
Auto-agent-distiller: Towards efficient deep reinforcement learning agents via neural architecture search
Y Fu, Z Yu, Y Zhang, Y Lin
arXiv preprint arXiv:2012.13091, 2020
82020
Kernel Quantization for Efficient Network Compression
Z Yu, Y Shi, T Huang, Y Yu
https://arxiv.org/abs/2003.05148, 2020
72020
One-pot synthesis of a DNA-anchored SERS nanoprobe with simultaneous nanostructural tuning and Raman reporter encoding
Y Li, X Liu, D Jiang, Z Yu, D Tian, C Lu, M Li, J He, L Tang
RSC advances 7 (9), 5063-5066, 2017
72017
EyeCoD: Eye Tracking System Acceleration via FlatCam-Based Algorithm and Hardware Co-Design
H You, Y Zhao, C Wan, Z Yu, Y Fu, J Yuan, S Wu, S Zhang, Y Zhang, C Li, ...
IEEE Micro 43 (4), 88-97, 2023
62023
Losses can be blessings: Routing self-supervised speech representations towards efficient multilingual and multitask speech processing
Y Fu, Y Zhang, K Qian, Z Ye, Z Yu, CIJ Lai, C Lin
Advances in Neural Information Processing Systems 35, 20902-20920, 2022
62022
A3C-S: Automated agent accelerator co-search towards efficient deep reinforcement learning
Y Fu, Y Zhang, C Li, Z Yu, Y Lin
2021 58th ACM/IEEE Design Automation Conference (DAC), 13-18, 2021
62021
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