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DSM@fudan's Projects

diskann icon diskann

Scalable graph based indices for approximate nearest neighbor search

dumpy icon dumpy

Dumpy: A Compact and Adaptive Index for Large Data Series Collections (SIGMOD'23)

dumpyos icon dumpyos

DumpyOS: A Data-Adaptive Multi-ary Index for Scalable Data Series Similarity Search (VLDB Journal under review)

faiss icon faiss

A library for efficient similarity search and clustering of dense vectors.

kv-match icon kv-match

ICDE 2019 - KV-match: A Subsequence Matching Approach Supporting Normalization and Time Warping

lr-miner icon lr-miner

ICDM 2018 & TKDE 2024 - Finding Maximal Significant Linear Representation between Long Time Series

steiner-hardness icon steiner-hardness

A new query hardness measure for graph-based ANN indexes. Build unbiased workloads with this hardness to see the actual performance of your ANN indexes.

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