Scholar
Tianqi Chen
Google Scholar ID: 7nlvOMQAAAAJ
Carnegie Mellon University
Citations & Impact
Citations
78,319
H-index
39
i10-index
61
Publications
20
Co-authors
7
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Apache TVM: Automated end-to-end optimizing compiler for deep learning (creator)
- XGBoost: Scalable tree boosting system (creator)
- Apache MXNet: Co-creator
- MLC-LLM: Universal LLM deployment engine with ML compilation (creator)
- Board President, MLSys Conference
- PC Chair, MLSys 2023
- Artifact Evaluation Chair, MLSys 2022
- PC member of MLSys
- Area Chair for ICML and NeurIPS
Background
- Assistant Professor in the Machine Learning Department and Computer Science Department at Carnegie Mellon University
- Distinguished Engineer at NVIDIA
- Research interests lie at the intersection of machine learning and systems
- Advocates a full-stack perspective—from models and systems down to low-level hardware—to solve real-world AI and systems challenges
- Strong believer in open source and open science; committed to publishing algorithms in open formats and building widely adopted open-source ML systems
