Yue Guan

Most-cited papers

Accelerating Sparse DNN Models without Hardware-Support via Tile-Wise Sparsity
Cong Guo, Bo-Yang Hsueh, Jingwen Leng, Yuxian Qiu +6 more
2020International Conference for High Performance Computing, Networking, Storage and Analysis96 citations Open access
Semantic Scholar
Transkimmer: Transformer Learns to Layer-wise Skim
Yue Guan, Zhengyi Li, Jingwen Leng, Zhouhan Lin +1 more
2022Annual Meeting of the Association for Computational Linguistics51 citations Open access
Semantic Scholar
M-ANT: Efficient Low-bit Group Quantization for LLMs via Mathematically Adaptive Numerical Type
Weiming Hu, Haoyang Zhang, Cong Guo, Yu Feng +6 more
2025International Symposium on High-Performance Computer Architecture33 citations Open access
Semantic Scholar
Block-Skim: Efficient Question Answering for Transformer
Yue Guan, Zhengyi Li, Jingwen Leng, Zhouhan Lin +2 more
2021AAAI Conference on Artificial Intelligence33 citations Open access
Semantic Scholar
VQ-LLM: High-performance Code Generation for Vector Quantization Augmented LLM Inference
Zi-Han Liu, Xin-Hao Luo, Junxian Guo, Wentao Ni +10 more
2025International Symposium on High-Performance Computer Architecture26 citations Open access
Semantic Scholar
Accelerating Sparse DNNs Based on Tiled GEMM
Cong Guo, Feng Xue, Jingwen Leng, Yuxian Qiu +4 more
2024IEEE transactions on computers22 citations Open access
Semantic Scholar
How Far Does BERT Look At: Distance-based Clustering and Analysis of BERT’s Attention
Yue Guan, Jingwen Leng, Chao Li, Quan Chen +1 more
2020International Conference on Computational Linguistics20 citations Open access
Semantic Scholar
Fractal: Joint Multi-Level Sparse Pattern Tuning of Accuracy and Performance for DNN Pruning
Yue Guan, Changming Yu, Yang-Jie Zhou, Jingwen Leng +2 more
2024International Conference on Architectural Support for Programming Languages and Operating Systems12 citations Open access
Semantic Scholar
PAME: precision-aware multi-exit DNN serving for reducing latencies of batched inferences
Shulai Zhang, Wei-Hao Cui, Quan Chen, Zhengnian Zhang +4 more
2022International Conference on Supercomputing8 citations
Semantic Scholar
Amanda: Unified Instrumentation Framework for Deep Neural Networks
Yue Guan, Yuxian Qiu, Jingwen Leng, Fan Yang +9 more
2024International Conference on Architectural Support for Programming Languages and Operating Systems5 citations Open access
Semantic Scholar
Yggdrasil: Bridging Dynamic Speculation and Static Runtime for Latency-Optimal Tree-Based LLM Decoding
Yue Guan, Changming Yu, Shihan Fang, Weiming Hu +7 more
2025Neural Information Processing Systems4 citations
Semantic Scholar
An Efficient Private GPT Never Autoregressively Decodes
Zhengyi Li, Yue Guan, Kang Yang, Yu Feng +4 more
2025International Conference on Machine Learning3 citations
Semantic Scholar
Co-Design of DNN Model Optimization for Binary ReRAM Array In-Memory Processing
Yue Guan, T. Ohsawa
2019International Memory Workshop2 citations
Semantic Scholar
Co-Design of Binary Processing in Memory ReRAM Array and DNN Model Optimization Algorithm
Yue Guan, T. Ohsawa
2020IEICE transactions on electronics1 citations
Semantic Scholar