Dr. Dongfang Zhao joined the University of Washington (UW), Tacoma in 2023, as a tenure-track assistant professor of computer science.
Five recent papers
- [KDD'26] RAE: A Neural Network Dimensionality Reduction Method for Nearest Neighbors Preservation in Vector Search (acceptance rate 18%)
- [HPDC'26] SIVF: GPU-Resident IVF Index for Streaming Vector Analytics (acceptance rate 14%)
- [ICDE'26] QPAD: Quantile-Preserving Approximate Dimension Reduction for Nearest Neighbors Preservation in High-Dimensional Vector Search
- [WWW'26] Reliable Non-Leveled Homomorphic Encryption for Web Services (acceptance rate 20%)
- [AAAI'26] Order-Preserving Dimension Reduction for Multimodal Semantic Embedding (acceptance rate 17%)
Five older papers (before joining UW in 2023)
- [SIGMOD'23] Toward Efficient Homomorphic Encryption for Outsourced Databases through Parallel Caching
- [SC'21] BAASH: lightweight, efficient, and reliable blockchain-as-a-service for HPC systems
- [AAAI'20] HDK: Toward High-Performance Deep-Learning-Based Kirchhoff Analysis
- [SC'19] Swift machine learning model serving scheduling: a region based reinforcement learning approach
- [VLDB'17] Comparative Evaluation of Big-Data Systems on Scientific Image Analytics Workloads
|