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Gwen Yidou-Weng
PhD student, UCLA Computer Science Department, University of California, Los Angeles
Joined
February 2024
Names
Gwen Yidou-Weng
(Preferred)
,
Yidou Weng
,
Gwen Yidou Weng
Emails
****@u.nus.edu
(Confirmed)
,
****@ucla.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
LinkedIn
Career & Education History
PhD student
UCLA Computer Science Department, University of California, Los Angeles
(cs.ucla.edu)
2024
–
Present
Undergrad student
National University of Singapore
(nus.edu)
2020
–
2024
Advisors, Relations & Conflicts
PhD Advisor
Guy Van den Broeck
2024
–
Present
Expertise
Probabilistic Inference
,
Probabilistic Circuits
Present
Machine Learning
Present
Publications
Learning Tractable Distributions of Language Model Continuations
Gwen Yidou-Weng
,
Ian Li
,
Anji Liu
,
Oliver Broadrick
,
Guy Van den Broeck
,
Benjie Wang
Submitted to ICLR 2026
Readers:
Everyone
TRACE Back from the Future: A Probabilistic Reasoning Approach to Controllable Language Generation
Gwen Yidou Weng
,
Benjie Wang
,
Guy Van den Broeck
ICML 2025 poster
Readers:
Everyone
Nonparametric Expert DAG Learning with Accurate Edge Strengths and Realistic Knowledge Incorporation
Yidou Weng
,
Finale Doshi-Velez
Submitted to ICLR 2025
Readers:
Everyone
Co-Authors
Anji Liu
Benjie Wang
Finale Doshi-Velez
Guy Van den Broeck
Ian Li
Oliver Broadrick