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2022–2026 LIVE

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Computer Architecture & HPC

2025 · 136 papers

このEditionに反映済みのmain full research papersのみ掲載しています。著者リンクは日本の大学への著者別所属根拠がある場合に限ります。

2025 · SC
STZ: A High Quality and High Speed Streaming Lossy Compression Framework for Scientific Data
Daoce Wang, Pascal Grosset, Jesus Pulido, Jiannan Tian, Tushar Athawale, Jinda Jia, Baixi Sun, Boyuan Zhang, Sian Jin, Kai Zhao, James Ahrens, Fengguang Song
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
Scaling Out Chip Interconnect Networks with Implicit Sequence Numbers
Giyong Jung, Saeid Gorgin, John Kim, Jungrae Kim
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
Scaling the memory wall using mixed-precision - HPG-MxP on an exascale machine
Aditya Kashi, Nicholson Koukpaizan, Hao Lu, Michael Matheson, Sarp Oral, Feiyi Wang
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
SlimPipe: Memory-Thrifty and Efficient Pipeline Parallelism for Long-Context LLM Training
Zhouyang Li, Yuliang Liu, Wei Zhang, Tailing Yuan, Bin Chen, Chengru Song
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
SparStencil: Retargeting Sparse Tensor Cores to Scientific Stencil Computations via Structured Sparsity Transformation
Qi Li, Kun Li, Haozhi Han, Liang Yuan, Yunquan Zhang, Yifeng Chen, Junshi Chen, Hong An, Ting Cao, Mao Yang
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
Sparsified Preconditioned Conjugate Gradient Solver on GPUs
Da Ma, Khalid Ahmad, Kazem Cheshmi, Hari Sundar, Mary Hall
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
Stability-preserving Lossy Compression for Large-scale Partial Differential Equations
Qian Gong, Mark Ainsworth, Jieyang Chen, Xin Liang, Liangji Zhu, Ethan Klasky, Tushar Athawale, Qing Liu, Anand Rangarajan, Sanjay Ranka, Scott Klasky
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
Story of Two GPUs: Characterizing the Resilience of Hopper H100 and Ampere A100 GPUs
Shengkun Cui, Archit Patke, Hung Nguyen, Aditya Ranjan, Ziheng Chen, Phuong Cao, Gregory Bauer, Brett Bode, Catello Di Martino, Saurabh Jha, Chandra Narayanaswami, Daby Sow, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
StraGCN: GPU-Accelerated Strassen’s Sparse-Dense Matrix Multiplication for Graph Convolutional Network Training
Weidong He, Haikun Liu, Zhuohui Duan, Xiaofei Liao, Shuhao Zhang, Fubing Mao, Hai Jin
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
T2-RELION: Task Parallelism, Tensor Core Accelerated RELION for Cryo-EM 3D Reconstruction
Jiayu Fu, Jingle Xu, Lin Gan, Tianqi Mao, Zirong Shen, Yinuo Wang, Zeyu Song, Xiaohui Duan, Wei Xue, Guangwen Yang
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
TENSORMD: Accelerating Molecular Dynamics with a High-Performance Machine Learning Interatomic Potential
Yucheng Ouyang, Xin Chen, Ying Liu, Xin Chen, Honghui Shang, Zhenchuan Chen, Rongfen Lin, Xingyu Gao, Lifang Wang, Fang Li, Jiahao Shan, Haifeng Song, Huimin Cui, Xiaobing Feng, Jingling Xue
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
TT-LoRA MoE: Using Parameter-Efficient Fine-Tuning and Sparse Mixture-Of-Experts
Pradip Kunwar, Minh N. Vu, Maanak Gupta, Mahmoud Abdelsalam, Manish Bhattarai
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
TaGNN: An Efficient Topology-aware Accelerator for High-performance Dynamic Graph Neural Network
Hui Yu, Yu Zhang, Ligang He, Bing Peng, Jin Zhao, Zixiao Wang, Hao Qi, Hai Jin
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
The First Star-by-star $N$-body/Hydrodynamics Simulation of Our Galaxy Coupling with a Surrogate Model
Keiya Hirashima, Michiko S Fujii, Takayuki R Saitoh, Naoto Harada, Kentaro Nomura, Kohji Yoshikawa, Yutaka Hirai, Tetsuro Asano, Kana Moriwaki, Masaki Iwasawa, Takashi Okamoto, Junichiro Makino
Computer Architecture & HPC
日本大学: 北海道大学 / 神戸大学 / 東北大学 / 東京大学 / 筑波大学
2025 · SC
ThirstyFLOPS: Water Footprint Modeling and Analysis Toward Sustainable HPC Systems
Yankai Jiang, Raghavendra Kanakagiri, Rohan Basu Roy, Devesh Tiwari
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
TianheEngine: Hierarchy-aware Adaptive Partitioning System for Trillion-scale Graph Processing
Xinbiao Gan, Tiejun Li, Yiqi Wang, Qiang Zhang, Yongming Yi, Chunye Gong, Jie Liu, Kai Lu
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
Towards Efficient LLM Inference via Collective and Adaptive Speculative Decoding
Siqi Wang, Hailong Yang, Xuezhu Wang, Tongxuan Liu, Pengbo Wang, Yufan Xu, Xuning Liang, Kejie Ma, Tianyu Feng, Xin You, Ruihao Gong, Rui Wang, Zhongzhi Luan, Yi Liu, Depei Qian
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
TraceFlow: Efficient Trace Analysis for Large-Scale Parallel Applications via Interaction Pattern-Aware Trace Distribution
Yuyang Jin, Xirui Shui, Mingshu Zhai, Zan Zong, Feng Zhang, Felix Wolf, Jidong Zhai
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
Trillion Ligands per Day: Performance-Portable Virtual Screening via Compound Database Optimization and Multi-Target Docking
Xiaohui Duan, Cheng Shen, Gaowei Chen, Shanshan Wu, Yizhen Wang, Yizhen Chen, Qixin Chang, Qiancheng Xia, Zekun Yin, Lin Gan, Yibing Shan, Guangwen Yang, Weiguo Liu, Niu Huang
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
TurboFNO: High-Performance Fourier Neural Operator with Fused FFT-GEMM-iFFT on GPU
Shixun Wu, Yujia Zhai, Huangliang Dai, Yue Zhu, Haiyang Hu, Zizhong Chen
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
UltraAttn: Efficiently Parallelizing Attention through Hierarchical Context-Tiling
Haoyu Yang, Zan Zong, Yuyang Jin, Kinman Lei, Jiaao He, Qigang Yang, Jidong Zhai
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
Uno: A One-Stop Solution for Inter- and Intra-Data Center Congestion Control and Reliable Connectivity
Tommaso Bonato, Sepehr Abdous, Abdul Kabbani, Ahmad Ghalayini, Nadeen Gebara, Terry Lam, Anup Agarwal, Tiancheng Chen, Zhuolong Yu, Konstantin Taranov, Mahmoud Elhaddad, Daniele De Sensi, Soudeh Ghorbani, Torsten Hoefler
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
UpANNS: Enhancing Billion-Scale ANNS Efficiency with Real-World PIM Architecture
Sitian Chen, Amelie Chi Zhou, Yucheng Shi, Yusen Li, Xin Yao
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
Utilizing Sparsity in the GPU-accelerated Assembly of Schur Complement Matrices in Domain Decomposition Methods
Jakub Homola, Ondřej Meca, Lubomír Říha, Tomáš Brzobohatý
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
Wasp: Efficient Asynchronous Single-Source Shortest Path on Multicore Systems via Work Stealing
Marco D'Antonio, Thai Son Mai, Philippas Tsigas, Hans Vandierendonck
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
What to Support When You’re Compressing
Franck Cappello, Robert Underwood, Yuri Alexeev, Alison Baker, Ebru Bozdağ, Martin Burtscher, Kyle Chard, Sheng Di, Kyle Gerard Felker, Paul Christopher O'Grady, Hanqi Guo, Yafan Huang, Peng Jiang, Sian Jin, Petter Johansson, Shaomeng Li, Xin Liang, Erik Lindahl, Peter Lindstrom, Zarija Lukić, Magnus Lundborg, Danylo Lykov, Masaru Nagaso, Kento Sato, Amarjit Singh, Seung Woo Son, Shihui Song, William Tang, Dingwen Tao, Jiannan Tian, Kazutomo Yoshii, Kai Zhao
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
Workload Intelligence: Workload-Aware IaaS abstraction for Cloud Efficiency
Lexiang Huang, Anjaly Parayil, Jue Zhang, Xiaoting Qin, Chetan Bansal, Jovan Stojkovic, Pantea Zardoshti, Pulkit Misra, Eli Cortez, Raphael Ghelman, Íñigo Goiri, Saravan Rajmohan, Jim Kleewein, Rodrigo Fonseca, Timothy Zhu, Ricardo Bianchini
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
X-MoE: Enabling Scalable Training for Emerging Mixture-of-Experts Architectures on HPC Platforms
Yueming Yuan, Ahan Gupta, Jianping Li, Sajal Dash, Feiyi Wang, Minjia Zhang
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
XaaS Containers: Performance-Portable Representation With Source and IR Containers
Marcin Copik, Eiman Alnuaimi, Alok Kamatar, Valerie Hayot-Sasson, Alberto Madonna, Todd Gamblin, Kyle Chard, Ian Foster, Torsten Hoefler
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
Zero-Value Code Specialization via Profile-Guided Control Data Flow Analysis
Shaokang Du, Kelun Lei, Xin You, Hailong Yang, Yufan Xu, Zhongzhi Luan, Yi Liu, Depei Qian
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
cMPI: Using CXL Memory Sharing for MPI One-Sided and Two-Sided Inter-Node Communications
Xi Wang, Bin Ma, Jongryool Kim, Byungil Koh, Hoshik Kim, Dong Li
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
coMtainer: Compilation-assisted HPC Container Images with Enhanced Adaptability
Yuhao Gu, Haoquan Chen, Xianjie Chen, Jiangsu Du, Zhiguang Chen, Nong Xiao, Xianwei Zhang, Yutong Lu
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
gLLM: Global Balanced Pipeline Parallelism Systems for Distributed LLMs Serving with Token Throttling
Tianyu Guo, Xianwei Zhang, Jiangsu Du, Zhiguang Chen, Nong Xiao, Yutong Lu
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
gParaKV: A GPGPU-accelerated Key-Value Separation-based KV Store with Optimized Compaction and Garbage Collection
Hui Sun, Xiangxiang Jiang, Xiao Qin, Song Jiang, Enhui Wang
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
lsCOMP: Efficient Light Source Compression
Yafan Huang, Sheng Di, Robert Underwood, Peco Myint, Miaoqi Chu, Guanpeng Li, Nicholas Schwarz, Franck Cappello
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2025 · SC
mLR: Scalable Laminography Reconstruction based on Memoization
Bin Ma, Viktor Nikitin, Xi Wang, Tekin Bicer, Dong Li
Computer Architecture & HPC
日本大学: 関与なし（対象大学）