Contact
Research
- If you are interested in working on AI/DB/HPC with me, here in the following are some potential topics:
- [AAAI'26] Order-Preserving Dimension Reduction for Multimodal Semantic Embedding (acceptance rate 17%)
- [ICDM'25] ProHD: Projection-Based Hausdorff Distance Approximation (acceptance rate 13%)
- [ECAI'25] IPBA: Imperceptible Perturbation Backdoor Attack in Federated Self-Supervised Learning (acceptance rate 23%)
- [ICWS'24] Privacy-Preserving Artificial Intelligence on Edge Devices: A Homomorphic Encryption Approach
- [PAKDD'24] Towards Nonparametric Topological Layers in Neural Networks
- [SIGMOD'23] Toward Efficient Homomorphic Encryption for Outsourced Databases through Parallel Caching
- [IPDPS'22] Topological Modeling and Parallelization of Multidimensional Data on Microelectrode Arrays
- [IPDPS'22] DEAN: A Lightweight and Resource-efficient Blockchain Protocol for Reliable Edge Computing
- [ICDE'21] SciChain: Blockchain-enabled Lightweight and Efficient Data Provenance for Reproducible Scientific Computing
- [SC'21] BAASH: lightweight, efficient, and reliable blockchain-as-a-service for HPC systems
- [AAAI'20 oral] 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
- [TPDS'16] Towards Exploring Data-Intensive Scientific Applications at Extreme Scales through Systems and Simulations
- [IPDPS'13] ZHT: A Light-Weight Reliable Persistent Dynamic Scalable Zero-Hop Distributed Hash Table
- [TPAMI'09] Incremental Isometric Embedding of High-Dimensional Data Using Connected Neighborhood Graphs
Teaching
I regularly teach the following courses every year (quarters may vary though):
Selected Professional Services
- Associate Editor: Journal of Big Data (Springer)
- Editorial Board: IEEE Transactions on Parallel and Distributed Systems (TPDS)
Resources
- UW Web: ovid.u.washington.edu
- UW HPC: klone.hyak.uw.edu
- TACC CPU: 129.114.109.34
- TACC GPU: 129.114.109.59
- UChicago GPU: 192.5.87.159