姓名：黄克成

职称：准聘教授

邮箱：hkc@bit.edu.cn

教育经历：

香港中文大学 计算机科学与工程 博士 2021-2025

山东大学 计算机技术 硕士 2018-2021

青岛大学 软件工程 学士 2014-2018

工作经历：

北京理工大学（珠海） 特立青年学者 2026.2-

香港中文大学 博士后研究员 2025.7-2026.1

华为香港研究所 诺亚实验室 实习研究员 2024.10-2025.6

主要研究领域：

数据管理系统、计算机系统、新型存储硬件、AI4Sys、Sys4AI

代表性成果：

1. 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, Just Accepted)

2. 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)

3. 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)

4. 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)

5. 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)

6. 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)

7. 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 (Just Accepted).

8. 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 (Just Accepted)。

9. 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 (Just Accepted).

10. 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 (Just Accepted).

11. 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 (Just Accepted).

12. 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 (Just Accepted).

13. 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)

14. 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)

15. 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)

16. 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)

学术服务：

中国计算机学会 存储专委/体系结构专委 执行委员

审稿: DAC，ICCAD, etc.