PhD students (alphabetical order)

Shenyang Deng

Research topic: Learning theory

Lei Hsiung

Research topic: Dataset diagnostics & data-centric AI

Xiaotian Liu

Research topic: Optimization & ensemble learning

Yefan Zhou

Research topic: Model diagnostics

Current research interns (alphabetical order)

Jianlong Chen

Undergraduate student from Zhejiang University

Research: MD-tree; loss landscape metrics

Kinshuk Goel

Undergraduate student from SRM Institute of Science and Technology

Research: Model diagnostics & LLMs

Yuanzhe Hu

Undergraduate student from HUST

Research: Model diagnostics & SciML

Vlad Killiakov

Master student from UC Berkeley

Research: Model diagnostics & LLMs

Vignesh Kothapalli

Researcher from LinkedIn Inc

Research: Heavy-tails and feature learning

Andrew Koulogeorge

Undergraduate student from Dartmouth

Research: LLMs

Zihang Liu

Undergraduate student

Research: Model diagnostics & LLMs

Qunli Li

Master student from UCSD

Research: Ensemble learning

Haiquan Lu

Undergraduate student from Nankai University

Research: Model diagnostics & LLMs

Tianyu Pang

Master student from Nanjing University

Research: Temperature balancing; heavy-tails and feature learning

Chong Zhao

Undergraduate student from Grinnell College

Research: Model diagnostics & learning theory

Alumni (alphabetical order)

Dominic Carrano

Master intern from UC Berkeley

Research: Coded serverless computing; boundary thickness

Eunice Chan

Undergraduate intern from UC Berkeley

Research: Subpopulation shift

Alan Pham

Undergraduate intern from UC Berkeley

Research: Subpopulation shift

Linyue (Oliver) Song

Undergraduate intern from UC Berkeley

Research: Backdoors in federated learning

Vikranth Srivatsa

Undergraduate intern from UC Berkeley

Research: Subpopulation shift

Elicia Ye

Master intern from UC Berkeley

Research: ME-Prune

Alex Zhao

Undergraduate intern from UC Berkeley

Research: ME-Prune

Haomin Zhuang

Undergraduate intern from SCUT

Research: Backdoor attacks

Joe Zou

Undergraduate intern from UC Berkeley

Research: Taxonomizing loss landscapes