Kun Li

30 papers A 10B 4Journal 11Unranked 5
YearRankTypeTitle / Venue / Authors
2025 B conf
FlashFFTStencil: Bridging Fast Fourier Transforms to Memory-Efficient Stencil Computations on Tensor Core Units.
PPoPP
Haozhi Han, Kun Li, Wei Cui, Donglin Bai, Yiwei Zhang, Liang Yuan, Yifeng Chen, Yunquan Zhang, Ting Cao, Mao Yang
2025 — conf
JENGA: Enhancing LLM Long-Context Fine-tuning with Contextual Token Sparsity.
USENIX ATC
Tuowei Wang, Xingyu Chen, Kun Li, Ting Cao, Ju Ren, Yaoxue Zhang
2025 B conf
Jigsaw: Toward Conflict-free Vectorized Stencil Computation by Tessellating Swizzled Registers.
PPoPP
Yiwei Zhang, Kun Li, Liang Yuan, Haozhi Han, Yunquan Zhang, Ting Cao, Mao Yang
2025 J jnl
LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning.
CoRR
Tuowei Wang, Xingyu Chen, Kun Li, Ting Cao, Ju Ren, Yaoxue Zhang
2025 J jnl
Long Exposure: Accelerating Parameter-Efficient Fine-Tuning for LLMs under Shadowy Sparsity.
CoRR
Tuowei Wang, Kun Li, Zixu Hao, Donglin Bai, Ju Ren, Yaoxue Zhang, Ting Cao, Mao Yang
2025 A conf
Matrix Is All You Need: Rearchitecting Quantum Chemistry to Scale on AI Accelerators.
SC
Haozhi Han, Kun Li, Fusong Ju, Qi Li, Hong An, Yifeng Chen, Yunquan Zhang, Ting Cao, Mao Yang
2025 — conf
Neuralink: Fast on-Device LLM Inference with Neuron Co-Activation Linking.
ASPLOS (3)
Tuowei Wang, Ruwen Fan, Minxing Huang, Zixu Hao, Kun Li, Ting Cao, Youyou Lu, Yaoxue Zhang, Ju Ren
2025 A conf
SparStencil: Retargeting Sparse Tensor Cores to Scientific Stencil Computations via Structured Sparsity Transformation.
SC
Qi Li, Kun Li, Haozhi Han, Liang Yuan, Yunquan Zhang, Yifeng Chen, Junshi Chen, Hong An, Ting Cao, Mao Yang
2025 J jnl
SparStencil: Retargeting Sparse Tensor Cores to Scientific Stencil Computations via Structured Sparsity Transformation.
CoRR
Qi Li, Kun Li, Haozhi Han, Liang Yuan, Junshi Chen, Yunquan Zhang, Yifeng Chen, Hong An, Ting Cao, Mao Yang
2025 J jnl
SwarmThinkers: Learning Physically Consistent Atomic KMC Transitions at Scale.
CoRR
Qi Li, Kun Li, Haozhi Han, Honghui Shang, Xinfu He, Yunquan Zhang, Hong An, Ting Cao, Mao Yang
2024 B conf
ConvStencil: Transform Stencil Computation to Matrix Multiplication on Tensor Cores.
PPoPP
Yuetao Chen, Kun Li, Yuhao Wang, Donglin Bai, Lei Wang, Lingxiao Ma, Liang Yuan, Yunquan Zhang, Ting Cao, Mao Yang
2024 A conf
LoRAStencil: Low-Rank Adaptation of Stencil Computation on Tensor Cores.
SC
Yiwei Zhang, Kun Li, Liang Yuan, Jiawen Cheng, Yunquan Zhang, Ting Cao, Mao Yang
2024 A conf
Long Exposure: Accelerating Parameter-Efficient Fine-Tuning for LLMs under Shadowy Sparsity.
SC
Tuowei Wang, Kun Li, Zixu Hao, Donglin Bai, Ju Ren, Yaoxue Zhang, Ting Cao, Mao Yang
2024 J jnl
Matryoshka: Optimization of Dynamic Diverse Quantum Chemistry Systems via Elastic Parallelism Transformation.
CoRR
Tuowei Wang, Kun Li, Donglin Bai, Fusong Ju, Leo Xia, Ting Cao, Ju Ren, Yaoxue Zhang, Mao Yang
2024 J jnl
Ripple: Accelerating LLM Inference on Smartphones with Correlation-Aware Neuron Management.
CoRR
Tuowei Wang, Ruwen Fan, Minxing Huang, Zixu Hao, Kun Li, Ting Cao, Youyou Lu, Yaoxue Zhang, Ju Ren
2024 A conf
VNEC: A Vectorized Non-Empty Column Format for SpMV on CPUs.
IPDPS
Luhan Wang, Haipeng Jia, Lei Xu, Cunyang Wei, Kun Li, Xianmeng Jiang, Yunquan Zhang
2023 J jnl
AGCM-3DLF: Accelerating Atmospheric General Circulation Model via 3-D Parallelization and Leap-Format.
IEEE Trans. Parallel Distributed Syst.
Hang Cao, Liang Yuan, He Zhang, Yunquan Zhang, Baodong Wu, Kun Li, Shigang Li, Minghua Zhang, Pengqi Lu, Junmin Xiao
2023 J jnl
Gamify Stencil Dwarf on Cloud for Democratizing Scientific Computing.
CoRR
Kun Li, Zhichun Li, Yuetao Chen, Zixuan Wang, Yiwei Zhang, Liang Yuan, Haipeng Jia, Yunquan Zhang, Ting Cao, Mao Yang
2023 A conf
OpenFFT: An Adaptive Tuning Framework for 3D FFT on ARM Multicore CPUs.
ICS
Tun Chen, Haipeng Jia, Yunquan Zhang, Kun Li, Zhihao Li, Xiang Zhao, Jianyu Yao, Chendi Li
2022 J jnl
An Accurate and Efficient Large-Scale Regression Method Through Best Friend Clustering.
IEEE Trans. Parallel Distributed Syst.
Kun Li, Liang Yuan, Yunquan Zhang, Gongwei Chen
2022 A conf
An Efficient Vectorization Scheme for Stencil Computation.
IPDPS
Kun Li, Liang Yuan, Yunquan Zhang, Yue Yue, Hang Cao
2022 — conf
EgpuIP: An Embedded GPU Accelerated Library for Image Processing.
HPCC/DSS/SmartCity/DependSys
Luhan Wang, Haipeng Jia, Yunquan Zhang, Kun Li, Cunyang Wei
2022 — conf
LBBGEMM: A Load-balanced Batch GEMM Framework on ARM CPU s.
HPCC/DSS/SmartCity/DependSys
Cunyang Wei, Haipeng Jia, Yunquan Zhang, Kun Li, Luhan Wang
2021 A conf
Reducing redundancy in data organization and arithmetic calculation for stencil computations.
SC
Kun Li, Liang Yuan, Yunquan Zhang, Yue Yue
2021 A conf
Temporal vectorization for stencils.
SC
Liang Yuan, Hang Cao, Yunquan Zhang, Kun Li, Pengqi Lu, Yue Yue
2020 J jnl
FastNBL: fast neighbor lists establishment for molecular dynamics simulation based on bitwise operations.
J. Supercomput.
Kun Li, Shigang Li, Shan Huang, Yifeng Chen, Yunquan Zhang
2019 J jnl
Correction to: FastNBL: fast neighbor lists establishment for molecular dynamics simulation based on bitwise operations.
J. Supercomput.
Kun Li, Shigang Li, Shan Huang, Yifeng Chen, Yunquan Zhang
2019 A conf
OpenKMC: a KMC design for hundred-billion-atom simulation using millions of cores on Sunway Taihulight.
SC
Kun Li, Honghui Shang, Yunquan Zhang, Shigang Li, Baodong Wu, Dong Wang, Libo Zhang, Fang Li, Dexun Chen, Zhiqiang Wei
2019 — conf
swMD: Performance Optimizations for Molecular Dynamics Simulation on Sunway Taihulight.
ISPA/BDCloud/SocialCom/SustainCom
Kun Li, Shigang Li, Bei Wang, Yifeng Chen, Yunquan Zhang
2018 B conf
Communication-Avoiding for Dynamical Core of Atmospheric General Circulation Model.
ICPP
Junmin Xiao, Shigang Li, Baodong Wu, He Zhang, Kun Li, Erlin Yao, Yunquan Zhang, Guangming Tan