Author

Yue Guan

Observed name: Guan, Yue

Institution: University of California San Diego

Observed institutions: Shanghai Jiao Tong University, University of California San Diego, Shanghai Qi Zhi Institute

ORCID: 0009-0005-7433-2627

Observed ORCID: 0009-0005-7433-2627

OpenAlex ID: A5091217469

Transkimmer: Transformer Learns to Layer-wise Skim

2022 · Yue Guan, Zhengyi Li, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 30

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Block-Skim: Efficient Question Answering for Transformer

2022 · Yue Guan, Zhengyi Li, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 24

Accelerating Sparse DNNs Based on Tiled GEMM

2024 · Cong Guo, Fengchen Xue, et al. · IEEE Transactions on Computers · 19

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Predicting the Onset of Ischemic Stroke With Fast High‐Resolution 3D MR Spectroscopic Imaging

2023 · Zengping Lin, Ziyu Meng, et al. · Journal of Magnetic Resonance Imaging · 10

KVFlow: Efficient Prefix Caching for Accelerating LLM-Based Multi-Agent Workflows

2025 · Zaifeng Pan, AJJKUMAR DAHYALAL PATEL, et al. · neural information processing systems · 9

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Amanda: Unified Instrumentation Framework for Deep Neural Networks

2024 · Yue Guan, Yuxian Qiu, et al. · International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) · 7

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Fractal: Joint Multi-Level Sparse Pattern Tuning of Accuracy and Performance for DNN Pruning

2024 · Yue Guan, Changming Yu, et al. · International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) · 6

Mercury: Unlocking Multi-GPU Operator Optimization for LLMs via Remote Memory Scheduling

2025 · Yue Guan, Xinwei Qiang, et al. · ACM SIGOPS Symposium on Operating Systems Principles (SOSP) · 5

Predicting the Onset of Ischemic Stroke With Fast High‐Resolution 3D MR Spectroscopic Imaging

2023 · Zengping Lin, Ziyu Meng, et al. · Journal of Magnetic Resonance Imaging · 2

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Proton: Towards Multi-level, Adaptive Profiling for Triton

2026 · Keren Zhou, Tianle Zhong, et al. · Proceedings of the CGO/Proceedings of the ... CGO · 1

Predicting the Onset of Ischemic Stroke with Fast High-Resolution 3D MR Spectroscopic Imaging

2024 · Zengping Lin, Ziyu Meng, et al. · Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition · 1

Simultaneous High-Resolution 3D Metabolic Imaging and Myelin/Axonal Water Fraction Mapping in Multiple Sclerosis Using SPICE

2025 · Yue Guan, Ruihao Liu, et al. · Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition

KPerfIR: Towards an Open and Compiler-centric Ecosystem for GPU Kernel Performance Tooling on Modern AI Workloads

2025 · Guan, Yue, Fang, Yuanwei, et al. · arXiv (Cornell University)

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Block Skim Transformer for Efficient Question Answering

2021 · Yue Guan, Jingwen Leng, et al.

Works count: 14

Citation count: 114

H-index: 6

I10-index: 4