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Patrick H. Chen
Assistant Professor, SoC, State University of New York at Binghamton
Joined
September 2018
Names
Patrick H. Chen
(Preferred)
,
Patrick CHen
Emails
****@g.ucla.edu
(Confirmed)
,
****@binghamton.edu
(Confirmed)
Personal Links
Homepage
DBLP
ORCID
ACL Anthology
Career & Education History
Assistant Professor
SoC,
State University of New York at Binghamton
(binghamton.edu)
2024
–
Present
PhD student
University of California, Los Angeles
(ucla.edu)
2016
–
2021
Advisors, Relations & Conflicts
Coauthor
Jyun-Yu Jiang
2018
–
2022
PhD Advisor
Cho-Jui Hsieh
2016
–
2022
Coauthor
Bo Dai
2018
–
2020
Expertise
Machine Learning
2016
–
Present
Publications
Fast and Accurate Factual Inconsistency Detection Over Long Documents
Barrett Martin Lattimer
,
Patrick CHen
,
Xinyuan Zhang
,
Yi Yang
EMNLP 2023 Main
Readers:
Everyone
FINGER: Fast Inference for Graph-based Approximate Nearest Neighbor Search
Patrick H. Chen
,
Wei-Cheng Chang
,
Jyun-Yu Jiang
,
Hsiang-Fu Yu
,
Inderjit S. Dhillon
,
Cho-Jui Hsieh
Published: 01 Jan 2023, Last Modified: 29 Sept 2023
WWW 2023
Readers:
Everyone
ELIAS: End-to-End Learning to Index and Search in Large Output Spaces
Nilesh Gupta
,
Patrick CHen
,
Hsiang-Fu Yu
,
Cho-Jui Hsieh
,
Inderjit S Dhillon
Published: 31 Oct 2022, Last Modified: 09 Jan 2023
NeurIPS 2022 Accept
Readers:
Everyone
End-to-End Learning to Index and Search in Large Output Spaces
Nilesh Gupta
,
Patrick H. Chen
,
Hsiang-Fu Yu
,
Cho-Jui Hsieh
,
Inderjit S. Dhillon
CoRR 2022
Readers:
Everyone
ELIAS: End-to-End Learning to Index and Search in Large Output Spaces
Nilesh Gupta
,
Patrick H. Chen
,
Hsiang-Fu Yu
,
Cho-Jui Hsieh
,
Inderjit S. Dhillon
Published: 01 Jan 2022, Last Modified: 12 May 2023
NeurIPS 2022
Readers:
Everyone
FINGER: Fast Inference for Graph-based Approximate Nearest Neighbor Search
Patrick H. Chen
,
Wei-Cheng Chang
,
Hsiang-Fu Yu
,
Inderjit S. Dhillon
,
Cho-Jui Hsieh
Published: 01 Jan 2022, Last Modified: 29 Sept 2023
CoRR 2022
Readers:
Everyone
DRONE: Data-aware Low-rank Compression for Large NLP Models
Patrick CHen
,
Hsiang-Fu Yu
,
Inderjit S Dhillon
,
Cho-Jui Hsieh
Published: 09 Nov 2021, Last Modified: 05 May 2023
NeurIPS 2021 Poster
Readers:
Everyone
DRONE: Data-aware Low-rank Compression for Large NLP Models
Patrick H. Chen
,
Hsiang-Fu Yu
,
Inderjit S. Dhillon
,
Cho-Jui Hsieh
NeurIPS 2021
Readers:
Everyone
Data-aware Low-Rank Compression for Large NLP Models
Patrick CHen
,
Hsiang-Fu Yu
,
Inderjit S Dhillon
,
Cho-Jui Hsieh
28 Sept 2020 (modified: 05 May 2023)
ICLR 2021 Conference Blind Submission
Readers:
Everyone
Clustering and Constructing User Coresets to Accelerate Large-scale Top-K Recommender Systems
Jyun-Yu Jiang
,
Patrick H. Chen
,
Cho-Jui Hsieh
,
Wei Wang
2020 (modified: 14 May 2025)
WWW 2020
Readers:
Everyone
View all 19 publications
Co-Authors
Barrett Martin Lattimer
Bo Dai
Cho-Jui Hsieh
Ciprian Chelba
Hsiang-Fu Yu
Inderjit S Dhillon
Inderjit S. Dhillon
Jyun-Yu Jiang
Kai-Wei Chang
Liunian Harold Li
Minhao Cheng
Nilesh Gupta
Pin-Yu Chen
Sanjiv Kumar
Si Si
Sijia Liu
Simranjit Singh
Wei Wang
Wei Wei
Wei-Cheng Chang
Xinyuan Zhang
Yang Li
Yi Yang
Yukun Ma