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Hi there ๐Ÿ‘‹

wakatime

I'm Meng, a postgraduate student majoring in computer science at Fudan University. I received my B.S. in data science and big data technologies from BUPT. Homepage: https://matchyc.github.io/

๐Ÿ“ฐ NEWS

  • ๐Ÿงช I'm currently a research intern at Microsoft Research Asia (MSRA).

  • ๐ŸŒŸ Our solution was invited to a talk during NeurIPS 2023 in New Orleans.

  • ๐Ÿ† Won two championships on NeurIPS 2023 Competition Track: Practical Vector Search.

  • ๐ŸŽ‰ SIGMOD 2023 Programming Contest, 3rd Place, Finalist.

  • ๐ŸŽ‰ OceanBase Competition 2022, Top-10, Finalist.

๐Ÿ’ป CONTRIBUTING

starrocks Milvus Knowhere DragonflyDB OceanBase

Last 7 Days

Python   26 hrs 15 mins  โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–’โ–‘โ–‘โ–‘โ–‘   80.97 %
C++      2 hrs 48 mins   โ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘   08.64 %
Other    1 hr 15 mins    โ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘   03.86 %
C        1 hr 6 mins     โ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘   03.41 %
Bash     37 mins         โ–’โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘   01.91 %

Match_yc's Projects

mrpt icon mrpt

Fast and lightweight header-only C++ library (with Python bindings) for approximate nearest neighbor search

mysteryann icon mysteryann

๐Ÿ† Winning NeurIPS (NIPS) Competition Track: Big ANN, Practical Vector Search Challenge 2023. ๏ผˆsee big-ann-benchmark https://big-ann-benchmarks.com/neurips23.html). The fastest cross-modal vector retrieval.

nsg icon nsg

Navigating Spreading-out Graph For Approximate Nearest Neighbor Search

oceanbase icon oceanbase

OceanBase is an enterprise distributed relational database with high availability, high performance, horizontal scalability, and compatibility with SQL standards.

pynndescent icon pynndescent

A Python nearest neighbor descent for approximate nearest neighbors

qlib icon qlib

Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies. An increasing number of SOTA Quant research works/papers are released in Qlib.

roargraph icon roargraph

VLDB 2024 paper repo. RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search

sptag icon sptag

A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving toolkits for large scale vector search scenario.

ssg icon ssg

code for satellite system graphs

starrocks icon starrocks

StarRocks is a next-gen sub-second MPP database for full analytics scenarios, including multi-dimensional analytics, real-time analytics and ad-hoc query.

tiny-container icon tiny-container

build a container from scratch, Containers From Scratch โ€ข Liz Rice โ€ข GOTO 2018 Golang documents https://pkg.go.dev/ Linux manual page https://manual.cs50.io/

tinykv icon tinykv

A course to build distributed key-value service based on TiKV model

vector-search-papers icon vector-search-papers

๐Ÿ“š Awesome papers and technical blogs on vector DB (database), semantic-based vector search or approximate nearest neighbor search (ANN Search, ANNS). Vector search is the key component of large-scale information retrieval, cross-modal retrieval, LLMs-based RAG, vector databases.

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