Puxuan Yu, 余璞轩

Hi there! I am a fourth-year MS/Ph.D. student from the CIIR and CICS at UMass Amherst. I am advised by Prof. James Allan and Prof. Negin Rahimi. I obtained my bachelor's degree from the School of Computer Science at Wuhan University in 2018.

My research interests lay in the intersection of information retrieval, machine learning and natural language processing. More specifically, I work on representations in various IR tasks, such as entity retrieval, (cross-lingual) ad-hoc retrieval, product search, and explanation of SERPs.

Publications

Towards Explainable Search Results: A Listwise Explanation Generator.
Puxuan Yu, Negin Rahimi, James Allan.
The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), full paper, 2022.
[preprint][paper]

AutoName: A Corpus-Based Set Naming Framework.
Zhiqi Huang, Negin Rahimi, Puxuan Yu, Jingbo Shang, James Allan.
The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), short paper, 2021.
[paper]

Cross-lingual Language Model Pretraining for Retrieval.
Puxuan Yu, Hongliang Fei, Ping Li.
The Web Conference (WWW), full paper, 2021.
[paper][code]

Learning to Rank Entities for Set Expansion from Unstructured Data.
Puxuan Yu, Negin Rahimi, Zhiqi Huang, James Allan.
The 6th ACM SIGIR // The 10th International Conference on the Theory of Information Retrieval (ICTIR), full paper, 2020.
[slides][paper]

A Study of Neural Matching Models for Cross-lingual IR.
Puxuan Yu, James Allan.
The 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), short paper, 2020.
[slides][paper][arxiv]

Corpus-based Set Expansion with Lexical Features and Distributed Representations.
Puxuan Yu, Zhiqi Huang, Negin Rahimi, James Allan.
The 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), short paper, 2019.
[paper][code]

Hide-n-Seek: An Intent-aware Privacy Protection Plugin for Personalized Web Search.
Puxuan Yu, Wasi Ahmed, Hongning Wang.
The 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), demo paper, 2018.
[paper]

Work Experiences

• Web Information Group, Amazon Alexa AI, Research Intern May 2022 -
• Cognitive Computing Lab, Baidu Research, Research Intern May - Dec. 2020
• HCDM Group, University of Virginia, Research Intern Jul. - Sep. 2017

Teaching Assistantships

• Search Engines (COMPSCI-446 @ UMass) Spring 2019
• Computer Literacy (COMPSCI-105 @ UMass) Fall 2018

Miscellaneous

• 🏠 I spent the first 22 years of my life in my hometown, Wuhan, China, until I joined UMass.
• 🎵 I started to play drums at age 6, and now I play for the Neural Nightmare.
• 🏸 I am a huge fan of the Boston Celtics 🏀 and Tottenham Hotspur ⚽.
• 📷 My favorite thing to do is photographing cityscapes.

Contact

pxyu[AT]cs[DOT]umass[DOT]edu