Scholar
Yifeng Liu
Google Scholar ID: mFvOVkMAAAAJ
CS Dept. UCLA
Citations & Impact
Citations
576
H-index
4
i10-index
3
Publications
8
Co-authors
3
list available
Contact
Publications
Cited
3
Resume (English only)
Academic Achievements
- - TPA: Tensor Product is All You Need (NeurIPS 2025 Spotlight)
- - RPG: On the Design of KL-Regularized Policy Gradient Algorithms for LLM Reasoning
- - CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X (KDD '23)
- - MARS: Unleashing the Power of Variance Reduction for Training Large Models (ICML 2025)
- - T-Rex: A novel retrosynthesis prediction architecture integrating textual and graphic information
- - Capricorn: A multi-view diffusion model for enhancing Hi-C contact matrices (ISMB 2024 & Bioinformatics published)
Research Experience
- - Student Research: TPA project, RPG project, CodeGeeX project
- - Research Internship: Kimi 1.5 project (ByteDance AI Lab), VolcTrans System (WMT22 Multilingual Machine Translation Task), MARS project (ICML 2025)
- - Visiting Student: T-Rex project, Capricorn project (Prof. Sheng Wang's lab, University of Washington)
Education
- - Ph.D.: UCLA, advised by Prof. Quanquan Gu
- - Undergraduate: Yao Class, Tsinghua University, advised by Prof. Zhilin Yang
- - Visiting Student: University of Washington, advised by Prof. Sheng Wang
Background
- NLP & AI4Science Researcher, currently a second-year Ph.D. student at UCLA, focusing on the optimization and architecture of Large Language Models.
Miscellany
- Interests include transportation, geography, linguistics, and Vocaloid. Has studied accounting, economics, and finance, and has experience in quantitative trading, venture capital investment, and enterprise financial management.
