Graduate Student
Computer Science & Artificial Intelligence Laboratory
MIT
I am a second-year graduate student at EECS, MIT and am very fortunate to be advised by Prof. Piotr Indyk.
I am interested in problems at the intersection of algorithms design and machine learning.
Before coming to MIT, I was an undergrad in Yao's Class, Tsinghua University, and I was very fortunate to be advised by Prof. Jian Li, Prof. Tengyu Ma, Prof. Simon Du, and Prof. Zhilin Yang.
Feel free to contact me at {my first name}{my last name}@mit.edu.
Research interests
Algorithm Design, Machine Learning
Publications
A full list of my publications can be found on DBLP and Google Scholar.
- Worst-case Performance of Popular Approximate Nearest Neighbor Search Implementations: Guarantees and Limitations
Piotr Indyk, Haike Xu
To appear in NeurIPS 2023 - A Universal Discriminator for Zero-Shot Generalization
Haike Xu, Zongyu Lin, Jing Zhou, Yanan Zheng and Zhilin Yang
ACL 2023 - Embeddings and labeling schemes for A*
Talya Eden, Piotr Indyk, Haike Xu
ITCS 2022 - Fine-Grained Gap-Dependent Bounds for Tabular MDPs via Adaptive Multi-Step Bootstrap
Haike Xu, Tengyu Ma, Simon S. Du
COLT 2021 - Simple Combinatorial Algorithms for Combinatorial Bandits: Corruptions and Approximations
Haike Xu, Jian Li
UAI 2021