Publications

Full lists: Google Scholar · DBLP

Vector Databases & ANN Search ↗ VectorDB @NTU

GPU-Native Approximate Nearest Neighbor Search with IVF-RaBitQ: Fast Index Build and Search arXiv'26
Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors for ANN Search SIGMOD'25
SymphonyQG: Towards Symphonious Integration of Quantization and Graph for ANN Search SIGMOD'25
iRangeGraph: Improvising Range-dedicated Graphs for Range-filtering Nearest Neighbor Search SIGMOD'25
DEG: Efficient Hybrid Vector Search Using the Dynamic Edge Navigation Graph SIGMOD'25
High-Dimensional Vector Quantization: General Framework, Recent Advances, and Future Directions IEEE DE Bulletin'24
RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for ANN Search SIGMOD'24
High-Dimensional ANN Search: with Reliable and Efficient Distance Comparison Operations SIGMOD'23

Machine Learning (Spatial, Time Series & Graphs)

Data Management & Mining (Spatial, Time Series & Graphs)