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EURO-PAR 2025: PARALLEL PROCESSING, PT II

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Journal Papers 24
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Interval-Asynchrony: Delimited Intervals of Localised Asynchrony for Fast Parallel SGD
deleteEURO-PAR 2025: PARALLEL PROCESSING, PT II
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deleteGarby, Jacob; Tsigas, Philippas
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Robustness of Deep Learning Classification to Adversarial Input on GPUs: Asynchronous Parallel Accumulation Is a Source of Vulnerability
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deleteShanmugavelu, Sanjif; Taillefumier, Mathieu; Culver, Christopher; Ganesh, Vijay; Hernandez, Oscar; Sedova, Ada
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CacheC: LLM-Based GPU Cache Management to Enhance Kernel Concurrency
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deleteXi, Mengyue; He, Jingyi; Zhang, Xianwei
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SkipNZ: Non-zero Value Skipping for Efficient CNN Acceleration
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deleteKwon, Joonyup; Choi, Jinhyeok; Pham, Ngoc-Son; Shin, Sangwon; Suh, Taeweon
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BATCH-DNN: Adaptive and Dynamic Batching for Multi-DNN Accelerators
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deleteRanawaka, Piyumal; Stenstrom, Per
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SimPoint plus : More Stable, Accurate and Efficient Program Analysis
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deleteXue, Jiangying; Xiong, Tianyu; Chao, Lingwei; Xue, Ruini
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ARM SVE Unleashed: Performance and Insights Across HPC Applications on Nvidia Grace
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deleteShi, Ruimin; Schieffer, Gabin; Gokhale, Maya; Lin, Pei-Hung; Patel, Hiren; Peng, Ivy
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TOPSERVE: Task-Operator Co-scheduling for Efficient Multi-DNN Inference Serving on GPUs
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deleteChen, Ao; Li, Guangli; Yu, Feng; Wang, Xueying; Zhao, Jiacheng; Cui, Huimin; Feng, Xiaobing; Xue, Jingling
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DCI: An Efficient Workload-Aware Dual-Cache Allocation GNN Inference Acceleration System
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deleteLuo, Yi; Wang, Yaobin; Wang, Qi; Song, Yingchen; Wu, Huan; Wang, Qingfeng; Huang, Jun
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Tutoring LLM into a Better CUDA Optimizer
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deleteBrabec, Matyas; Klepl, Jiri; Topfer, Michal; Krulis, Martin
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SONet: Towards Practical Online Neural Network for Enhancing Hard-to-Predict Branches
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deleteXiong, Zhenxuan; Huang, Libo; Yang, Ling; Guo, Hui; Wang, Junhui; Zheng, Zhong; Pei, Songwen; Chen, Gang; Wang, Yongwen
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IAUG: Accelerating Augmentation with Importance Sampling in Deep Neural Network Training
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deleteRongon, Rubayet Rahman; Zhang, Xuechen
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FDHA: Fusion-Driven Heterogeneous Accelerator for Efficient Diffusion Model Inference
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deleteMu, Yudong; Fan, Zhihua; Yao, Xiaoxia; Li, Wenming; Zhang, Zhiyuan; Wang, Honglie; An, Xuejun; Ye, Xiaochun
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CoQMoE: Co-Designed Quantization and Computation Orchestration for Mixture-of-Experts Vision Transformer on FPGA
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deleteDong, Jiale; Wu, Hao; Wang, Zihao; Lou, Wenqi; Zheng, Zhendong; Gong, Lei; Wang, Chao; Zhou, Xuehai
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AlphaSparseTensor: Discovering Faster Sparse Matrix Multiplication Algorithms on GPUs for LLM Inference
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deleteWang, Xuanzheng; Miao, Shuo; Zhu, Zihan; Qu, Peng; Zhang, Youhui
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2:4 Pruning on Edge Devices: Performance, Energy Efficiency and Accuracy
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deleteHernandez, Nicolas; Toledo, Pedro; Blanco, Vicente; Almeida, Francisco
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Light-DiT: An Importance-Aware Dynamic Compression Framework for Diffusion Transformers
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deleteGu, Cheng; Li, Gang; Zhang, Xuan; Ling, Jiayao; Lin, Xiaolong; Song, Zhuoran; Cheng, Jian; Liang, Xiaoyao
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On-Device Federated Learning for Remote Alpine Livestock Monitoring
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deleteAhmad, Sabtain; Schneidergruber, Thomas; Brandic, Ivona; Scholz, Johannes
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ReSpike: A Co-Design Framework for Evaluating SNNs on ReRAM-Based Neuromorphic Processors
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deleteAsifuzzaman, Kazi; Young, Aaron R.; Date, Prasanna; Kulkarni, Shruti R.; Miniskar, Narasinga Rao; Marinella, Matthew; Vetter, Jeffrey S.
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ParTEE: A Framework for Secure Parallel Computing of RISC-V Trusted Execution Environments
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deleteLan, Hao; Zhou, Ziang; Zhu, Qi; Yan, Wei; Hao, Qinfen; Ye, Xiaochun; Liu, Yong; Sun, Ninghui
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