📝 Publications

TokenPowerBench: Benchmarking the Power Consumption of LLM Inference.

Chenxu Niu, Wei Zhang, Jie Li, Yongjian Zhao, Tongyang Wang, Xi Wang, and Yong Chen.

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Scholar60

Energy Efficient or Exhaustive? Benchmarking Power Consumption of LLM Inference Engines.

Chenxu Niu, Wei Zhang, Yongjian Zhao, and Yong Chen.

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Scholar39

Exploring Metadata Search Essentials for Scientific Data Management.

Wei Zhang, Suren Byna, Chenxu Niu, and Yong Chen.

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Scholar19

FIXME: Towards End-to-End Benchmarking of LLM-Aided Design Verification.

Gwok-Waa Wan, SamZaak Wong, Shengchu Su, Chenxu Niu, Ning Wang, Xinlai Wan, Qixiang Chen, Mengnv Xing, Jingyi Zhang, Jianmin Ye, Yubo Wang, Rongchang Song, Tao Ni, Qiang Xu, Nan Guan, Zhe Jiang, Xi Wang, Yong Chen, and Jun Yang.

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Scholar11

PSQS: Parallel Semantic Querying Service for Self-Describing File Formats.

Chenxu Niu, Wei Zhang, Suren Byna, and Yong Chen.

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Scholar5

Kv2vec: A Distributed Representation Method for Key-Value Pairs from Metadata Attributes.

Chenxu Niu, Wei Zhang, Suren Byna, and Yong Chen.

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Power-Centric Observability for HPC Systems: Design, Deployment, and Evaluation on REPACSS.

Yongjian Zhao, Jie Li, Chenxu Niu, Alan Sill, and Yong Chen.

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Scholar2

ICEAGE: Intelligent Contextual Exploration and Answer Generation Engine for Scientific Data Discovery.

Chenxu Niu, Wei Zhang, Mert Side, and Yong Chen.

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TokenPowerSandbox: Evidence-Gated CPU-First Screening for Energy-Aware LLM Serving.

Chenxu Niu.

arXiv preprint (v1).

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MicroEvo: Knowledge-Guided LLM Sampling for Efficient Microarchitecture Design Space Exploration.

Jia Xiong, Runkai Li, Chenxu Niu, Guangyuan Gao, Changwen Xing, Yifan Zhang, Xinlai Wan, Jieran Cui, Chen Bai, Yusheng Hua, Ying Wang, Ming Ling, Xi Wang, and Tao Xie.

arXiv preprint (v1); proceedings version forthcoming.

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