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姓名：黄克成 职称：准聘教授 导师类型：博士生导师 团队名称：计算科学团队 所属学域：空天信息学域 邮箱：hkc@bit.edu.cn |
研究领域
主要研究领域为：大规模数据管理系统，数据基础设施，数据要素与治理，大模型训推加速，计算机体系结构
教育经历
2021年8月–2025年7月：香港中文大学计算机科学与工程专业 博士学位
2018年9月–2021年6月：山东大学计算机技术专业 硕士学位
2014年9月–2018年6月：青岛大学软件工程专业 学士学位
工作经历
2026年3月– 今 ：北京理工大学珠海校区空天信息学域 特立青年学者 准聘教授
2025年7月–2026年1月 ： 香港中文大学计算机科学与工程系 博士后研究员
2024年10月–2025年6月 ： 华为香港研究所 实习研究员
学术成果
- Kecheng Huang, Zhaoyan Shen, Zili Shao, Feng Chen and Tong Zhang. A Single-Index Store for Hybrid Transactional and Analytical Processing on ModernComputational Storage Drives. ACM Transactions on Computer Systems (TOCS). (CCF-A Journal)
- Kecheng Huang, Zhaoyan Shen, Zili Shao, Feng Chen and Tong Zhang. HaSiS: A Hardware-assisted Single-index Store for Hybrid Transactional and Analytical Processing. USENIX Conference on File and Storage Technologies (FAST), 2025: 305-320. (CCF-A Conference)
- Kecheng Huang, Zhaoyan Shen, Zhiping Jia, Zili Shao and Feng Chen. Removing Double-Logging with Passive Data Persistence in LSM-tree based Relational Databases. USENIX Conference on File and Storage Technologies (FAST), 2022: 101-116. (CCF-A Conference)
- Kecheng Huang, Zhaoyan Shen, Zili Shao, Tong Zhang and Feng Chen. Breathing New Life into An Old Tree: Resolving Logging Dilemma of B+-tree on Modern Computational Storage Drives. International Conference on Very Large Databases (VLDB), 2024: 17 (2): 134-147. (CCF-A Conference)
- Kecheng Huang, Xijun Li, Mingxuan Yuan, Ji Zhang and Zili Shao. Joint Directory, File and IO Trace Feature Extraction and Feature-based Trace Regeneration for Enterprise Storage Systems. IEEE International Conference on Data Engineering (ICDE), 2024: 4002-4015. (CCF-A Conference)
- Kecheng Huang, Zhiping Jia, Zhaoyan Shen, Zili Shao and Feng Chen. Less is More: De-amplifying I/Os for Key-value Stores with a Log-assisted LSM Tree. IEEE International Conference on Data Engineering (ICDE), 2021: 612-623. (CCF-A Conference)
- Jiaxian Chen, Haoran Duan, Zhenxuan Ou, Qin Chen, Shangyu Wu, Kecheng Huang* (Corresponding Author), Rui Mao and Yi Wang. FreeBit: Unleashing the Performance Potential of Low-Bit LLMs through PIM. ACM/IEEE Design Automation Conference (DAC), 2026:1-6. (CCF-A Conference)
- Yi Wang, Yongxin Shen, Yongbiao Zhu, Tianyu Wang, Chenlin Ma, Jiaxian Chen, Kecheng Huang* (Corresponding Author) and Rui Mao. SpecANNS: Accelerating Graph-based Approximate Nearest Neighbor Search with Speculative In-Storage Computing. ACM/IEEE Design Automation Conference (DAC), 2026:1-6. (CCF-A Conference)
- Chenlin Ma, Yongbiao Zhu, Tianyu Wang, Jiaxian Chen, Kecheng Huang, Rui Mao and Yi Wang. EtherSSD: An In-Storage Ethereum Analytics Platform with Minimized I/O and Authentication Overhead. ACM/IEEE Design Automation Conference (DAC), 2026:1-6. (CCF-A Conference)
- Zhaoyu Zhong, Yunhao Dong, Yaodong Zhang, Jiaxian Chen, Tianyu Wang, Chenlin Ma, Rui Mao, Kecheng Huang, and Yi Wang. PIMGRAG: A Heterogeneous PIM Architecture for Graph-based Retrieval-Augmented Generation. ACM/IEEE Design Automation Conference (DAC), 2026:1-6. (CCF-A Conference)
- Yi Wang, Yang Zheng, Tianyu Wang, Chenlin Ma, Jiaxian Chen, Kecheng Huang, Jianbin Qin and Rui Mao. VALVE: Accelerating Visible Version Searching in HTAP systems via In-Storage Computing. ACM/IEEE Design Automation Conference (DAC), 2026:1-6. (CCF-A Conference)
- Ying Zhang, Chao Li, Xiaowei Chen, Tianyu Wang, Chenlin Ma, Zhaoyan Shen, Jiaxian Chen and Kecheng Huang. TierANNS: Scalable Graph-based ANNS with CXL-enabled Tiered Data Placement. ACM/IEEE Design Automation Conference (DAC), 2026:1-6. (CCF-A Conference)
- Zixuan Huang, Tianyu Wang, Kecheng Huang, Zelin Du, Zili Shao. Expanding Logical Space Freely: A Memory-efficient Mapping Table Design for Compressional SSDs. ACM/IEEE Design Automation Conference (DAC), 2025: 1-6. (CCF-A Conference)
- Zelin Du, Shaoqi Li, Zixuan Huang, Jin Xue, Kecheng Huang, Tianyu Wang, Zili Shao. PipeSSD: A Lock-free Pipelined SSD Firmware Design for Multi-core Architecture. ACM/IEEE Design Automation Conference (DAC), 2024: 1-6. (CCF-A Conference)
- Zelin Du, Kecheng Huang, Tianyu Wang, Xin Yao, Renhai Chen, Zili Shao. A Practical Learning-Based FTL for Memory Constrained Mobile Flash Storage. Design, Automation & Test in Europe Conference (DATE), 2025: 1-7. (CCF-B Conference)
- Xiangao Chen, Tianyu Wang, Kecheng Huang* (Corresponding Author), Zili Shao. TPGraph: A Highly-scalable Time-partitioned Graph Model for Tracing Blockchain. ACM International Systems and Storage Conference (SYSTOR), 2024: 25-38. (CCF-C Conference)
教学工作
- RISC-V 智能嵌入式系统开发
荣誉奖励
- CCF CHIP 2022 受邀博士讲者
社会兼职
- CCF 信息存储专委和体系结构专委 执行委员
- DAC，ICCAD，LCTES，TCAD等审稿人