王智彬
Biography (简介)
王智彬，南京大学智能软件与工程学院助理研究员。2018年至2024年在南京大学计算机科学与技术学院攻读博士学位，导师为田臣教授和仲盛教授。2021年至2024年在阿里巴巴达摩院GraphScope团队实习，导师为赖龙彬(https://lai.me/)。研究方向包括加速图计算和大模型推理。作为第一作者发表了南大第一篇SIGMOD（数据库顶会）论文和南大第一篇PPoPP（高性能计算顶会）论文。
Prospective Students
我们正在寻找对图算法和大模型系统感兴趣的本科生和研究生（详情见这里）。我们欢迎具有扎实算法、数学和编程能力的学生。请通过电子邮件与我联系，附上你的简历。
Education & Experience (教育与经历)
Sept. 2018 - Sept. 2024
南京大学
- 计算机科学与技术博士
May 2021 - June 2024
阿里巴巴达摩院
- 研究型实习生
July 2024 - Oct. 2024
华为2012实验室
- 研究型实习生
Publications
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SIGMOD 2026 Yuhang Li, Rong Gu, Chengying Huan, Zhibin Wang, Renjie Yao, Chen Tian, Guihai Chen HotPrefix: Hotness-Aware KV Cache Scheduling for Efficient Prefix Sharing in LLM Inference Systems
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ATC 2025 Yuhang Zhou, Zibo Wang, Zhibin Wang (corresponding author), Ruyi Zhang, Chen Tian, Xiaoliang Wang, Wanchun Dou, Guihai Chen, Binqiang Wang, Yonghong Tian, Yan Zhang, Hui Wang, Fuchun Wei, Boquan Sun, Jingyi Zhang, Bin She, Teng Su, Yifan Yao, Chunsheng Li, Ziyang Zhang, Yaoyuan Wang, Bin Zhou, Guyue Liu Accelerating Model Training on Ascend Chips: An Industrial System for Profiling, Analysis and Optimization
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ASPLOS 2025 Yuhang Zhou, Zhibin Wang (corresponding author), Guyue Liu, Shipeng Li, Xi Lin, Zibo Wang, Yongzhong Wang, Fuchun Wei, Jingyi Zhang, Zhiheng Hu, Yanlin Liu, Chunsheng Li, Ziyang Zhang, Yaoyuan Wang, Bin Zhou, Wanchun Dou, Guihai Chen, Chen Tian. Squeezing Operator Performance Potential for the Ascend Architecture.
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EuroSys 2025 Pinhuan Wang, Chengying Huan, Zhibin Wang, Chen Tian, Yuede Ji, Hang Liu. BINGO: Radix-based Bias Factorization for Random Walk on Dynamic Graphs.
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PPoPP 2025 Zhibin Wang, Xi Lin, Xue Li, Pinhuan Wang, Ziheng Meng, Hang Liu, Chen Tian, Sheng Zhong. Swift Unfolding of Communities: GPU-Accelerated Louvain Algorithm.
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PVLDB 2025 Xue Li, Weibin Zeng, Zhibin Wang, Diwen Zhu, Jingbo Xu, Wenyuan Yu, Jingren Zhou. GraphAr: An Efficient Storage Scheme for Graph Data in Data Lakes.
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HPEC 2024 Ketai Zhao, Yuhang Zhou, Hong xu Pan, Zhibin Wang (corresponding author), Sheng Zhong and Chen Tian. Sans: Streaming Anonymized Network Sensing.
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VLDBJ 2024 Zhibin Wang, Longbin Lai, Yixue Liu, Bing Shui, Chen Tian, Sheng Zhong.
Parallelization of Butterfly Counting on Hierarchical Memory. -
HPEC 2023 Zhibin Wang, Ziheng Meng, Xue Li, Xi Lin, Long Zheng, Chen Tian, and Sheng Zhong. SMOG: Accelerating Subgraph Matching on GPUs. 🎉 Awarded Graph Challenge Champion.
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ATC 2023 Longbin Lai, Yufan Yang, Zhibin Wang, Yuxuan Liu, Haotian Ma, Sijie Shen, Bingqing Lyu, Xiaoli Zhou, Wenyuan Yu, Zhengping Qian, Chen Tian, Sheng Zhong, Yeh-Ching Chung, Jingren Zhou. GLogS: Interactive Graph Pattern Matching Query At Large Scale.
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SIGMOD 2023 Zhibin Wang, Longbin Lai, Yixue Liu, Bing Shui, Chen Tian, Sheng Zhong. I/O-Efficient Butterfly Counting at Scale.
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TPDS 2021 Santosh Pandey, Zhibin Wang (co-first author), Sheng Zhong, Chen Tian, Bolong Zheng, Xiaoye Li, Lingda Li, Adolfy Hoisie, Caiwen Ding, Dong Li, Hang Liu. TRUST: Triangle Counting Reloaded on GPUs.
Preprints
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ArXiv Zhibin Wang, Shipeng Li, Xue Li, Yuhang Zhou, Zhonghui Zhang, Zibo Wang, Rong Gu, Chen Tian, Kun Yang, Sheng Zhong Echo: Efficient Co-Scheduling of Hybrid Online-Offline Tasks for Large Language Model Serving
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ArXiv Zhibin Wang, Rui Ning, Chao Fang, Zhonghui Zhang, Xi Lin, Shaobo Ma, Mo Zhou, Xue Li, Zhongfeng Wang, Chengying Huan, Rong Gu, Kun Yang, Guihai Chen, Sheng Zhong, Chen Tian. FlashForge: Ultra-Efficient Prefix-Aware Attention for LLM Decoding
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ArXiv Zhibin Wang, Shipeng Li, Yuhang Zhou, Xue Li, Rong Gu, Nguyen Cam-Tu, Chen Tian, Sheng Zhong. Revisiting SLO and Goodput Metrics in LLM Serving.
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ArXiv Hongxu Pan, Shuxian Hu, Mo Zhou, Zhibin Wang (corresponding author), Rong Gu, Chen Tian, Kun Yang, Sheng Zhong Chordless Structure: A Pathway to Simple and Expressive GNNs
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ArXiv Tao He, Xue Li, Zhibin Wang, Kun Qian, Jingbo Xu, Wenyuan Yu, Jingren Zhou. Unicron: Economizing self-healing llm training at scale.
Honors & Awards (荣誉与奖项)
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2015金牌 ACM-ICPC亚洲区域赛 -
2015国家奖学金 -
2016优秀本科生 中国计算机学会 -
2023优秀实习生 阿里巴巴