Ziyi Guan

14 papers A* 2A 6Journal 5Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A conf
A 20.98TOPS/W Energy-Efficient Binary BERT Model on Group Vector Systolic CIM Accelerator.
ISLPED
Dingbang Liu, Ziyi Guan, Qilong Chen, Jingyun Gu, Jiaqi Yang, Kai Li, Wei Mao, Ngai Wong, Changwen Chen, Hao Yu
2025 — conf
ChatDNA: An End-to-end Genetics Analysis Pipeline with Embedding Databases and Prompt Learning.
AICAS
Shaobo Luo, Albert Yu, Yiming Zhu, Huiyuan Sun, Zhiyuan Xie, Ziyi Guan, Hong Huang, Ao Shen, Qiyuan Zhang, Mei Yan, Hao Yu
2025 J jnl
From Exploration to Exploitation: A Two-Stage Entropy RLVR Approach for Noise-Tolerant MLLM Training.
CoRR
Donglai Xu, Hongzheng Yang, Yuzhi Zhao, Pingping Zhang, Jinpeng Chen, Wenao Ma, Zhijian Hou, Mengyang Wu, Xiaolei Li, Senkang Hu, Ziyi Guan, Jason Chun Lok Li, Lai Man Po
2025 A* conf
KG-RAG: Enhancing GUI Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation.
EMNLP
Ziyi Guan, Jason Chun Lok Li, Zhijian Hou, Pingping Zhang, Donglai Xu, Yuzhi Zhao, Mengyang Wu, Jinpeng Chen, Thanh-Toan Nguyen, Pengfei Xian, Wenao Ma, Shengchao Qin, Graziano Chesi, Ngai Wong
2025 J jnl
KG-RAG: Enhancing GUI Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation.
CoRR
Ziyi Guan, Jason Chun Lok Li, Zhijian Hou, Pingping Zhang, Donglai Xu, Yuzhi Zhao, Mengyang Wu, Jinpeng Chen, Thanh-Toan Nguyen, Pengfei Xian, Wenao Ma, Shengchao Qin, Graziano Chesi, Ngai Wong
2025 A conf
LLM-Barber: Block-Aware Rebuilder for Sparsity Mask in One-Shot for Large Language Models.
ICCAD
Yupeng Su, Ziyi Guan, Xiaoqun Liu, Tianlai Jin, Dongkuan Wu, Zhengfei Chen, Graziano Chesi, Ngai Wong, Hao Yu
2024 A* conf
APTQ: Attention-aware Post-Training Mixed-Precision Quantization for Large Language Models.
DAC
Ziyi Guan, Hantao Huang, Yupeng Su, Hong Huang, Ngai Wong, Hao Yu
2024 J jnl
APTQ: Attention-aware Post-Training Mixed-Precision Quantization for Large Language Models.
CoRR
Ziyi Guan, Hantao Huang, Yupeng Su, Hong Huang, Ngai Wong, Hao Yu
2024 A conf
An Isotropic Shift-Pointwise Network for Crossbar-Efficient Neural Network Design.
DATE
Ziyi Guan, Boyu Li, Yuan Ren, Muqun Niu, Hantao Huang, Graziano Chesi, Hao Yu, Ngai Wong
2024 A conf
FMTT: Fused Multi-Head Transformer with Tensor-Compression for 3D Point Clouds Detection on Edge Devices.
DATE
Zikun Wei, Tingting Wang, Chenchen Ding, Bohan Wang, Ziyi Guan, Hantao Huang, Hao Yu
2024 J jnl
LLM-Barber: Block-Aware Rebuilder for Sparsity Mask in One-Shot for Large Language Models.
CoRR
Yupeng Su, Ziyi Guan, Xiaoqun Liu, Tianlai Jin, Dongkuan Wu, Graziano Chesi, Ngai Wong, Hao Yu
2023 A conf
RankSearch: An Automatic Rank Search Towards Optimal Tensor Compression for Video LSTM Networks on Edge.
DATE
Changhai Man, Cheng Chang, Chenchen Ding, Ao Shen, Hongwei Ren, Ziyi Guan, Yuan Cheng, Shaobo Luo, Rumin Zhang, Ngai Wong, Hao Yu
2022 J jnl
A Fall Detection Network by 2D/3D Spatio-temporal Joint Models with Tensor Compression on Edge.
ACM Trans. Embed. Comput. Syst.
Shuwei Li, Changhai Man, Ao Shen, Ziyi Guan, Wei Mao, Shaobo Luo, Rumin Zhang, Hao Yu
2021 A conf
A Video-based Fall Detection Network by Spatio-temporal Joint-point Model on Edge Devices.
DATE
Ziyi Guan, Shuwei Li, Yuan Cheng, Changhai Man, Wei Mao, Ngai Wong, Hao Yu