"Portfolio item number 1 ", published in
Posts by Collection
portfolio
"Portfolio item number 2 ", published in
publications
"Personalized Expert-Based Recommender System: Training C-SVM for Personalized Expert Identification. ", published in
"A Behavior Analysis-Based Game Bot Detection Approach Considering Various Play Styles. ", published in
"Using RDMA for Lock Management. ", published in
"A Data Quality Metric (DQM): How to Estimate The Number of Undetected Errors in Data Sets. ", published in VLDB
"Estimating the Impact of Unknown Unknowns on Aggregate Query Results. ", published in SIGMOD
"A Data Quality Metric (DQM): How to Estimate the Number of Undetected Errors in Data Sets. ", published in
"Towards Interactive Data Exploration. ", published in
"Unknown examples & machine learning model generalization ", published in arxiv 2018
"Estimating the Impact of Unknown Unknowns on Aggregate Query Results. ", published in TODS
"Towards Quantifying Uncertainty in Data Analysis & Exploration ", published in IEEE Bulletin (Data Engineering) 2018
"Improved Neighborhood Search for Collaborative Filtering. ", published in IJFIS
"Slice Finder: Automated Data Slicing for Model Validation. ", published in ICDE
"Towards Interactive Curation & Automatic Tuning of ML Pipelines. ", published in MLSys
"Towards Quantifying Uncertainty in Data Analysis & Exploration. ", published in IEEE Data Engineering Bulletin
"Unknown Examples & Machine Learning Model Generalization. ", published in arxiv
"Democratizing Data Science through Interactive Curation of ML Pipelines. ", published in SIGMOD
"Quantifying Uncertainty in Data Exploration. ", published in Brown University
"Slice Finder: Automated Data Slicing for Model Validation. ", published in ICDE
"Automated Data Slicing for Model Validation: A Big Data - AI Integration Approach. ", published in TKDE
"PyTorch/XLA SPMD: Scale Up Model Training and Serving with Automatic Parallelization ", published in PyTorch Blog 2023
"High-Performance Llama 2 Training and Inference with PyTorch/XLA on Cloud TPUs ", published in PyTorch Blog 2023
"CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL. ", published in
"CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL. ", published in ICLR
"High-Fidelity And Complex Test Data Generation For Real-World SQL Code Generation Services. ", published in arxiv
"Is Long Context All You Need? Leveraging LLM’s Extended Context for NL2SQL. ", published in VLDB
"LLMs and Databases: A Synergistic Approach to Data Utilization. ", published in IEEE Data Engineering Bulletin
talks
"Identify trends with the Power and Performance API ", published in Apple WWDC 2020
"Large-Scale Distributed Training with Dynamo and PyTorch/XLA SPMD ", published in PyTorch Conference 2023
"Auto-scaling LLM applications and workloads ", published in Aju University 2024
"PyTorch/XLA Auto-Sharding ", published in PyTorch Conference 2024
teaching
"Teaching experience 1 ", published in University 1, Department 2014
"Teaching experience 2 ", published in University 1, Department 2015