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Weijie J Su
Associate Professor, Statistics and Data Science, University of Pennsylvania, University of Pennsylvania
Joined
February 2019
Names
Weijie J Su
(Preferred)
,
Weijie Su
,
Weijie J. Su
Emails
****@wharton.upenn.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Semantic Scholar
Career & Education History
Associate Professor
Statistics and Data Science,
University of Pennsylvania, University of Pennsylvania
(upenn.edu)
2022
–
Present
Assistant Professor
Statistics and Data Science,
University of Pennsylvania, University of Pennsylvania
(upenn.edu)
2016
–
2022
Advisors, Relations & Conflicts
PhD Advisor
Emmanuel Candes
2011
–
2016
Expertise
Large language models
2022
–
Present
Statistical learning theory
2020
–
Present
Deep learning theory
2018
–
Present
Differential privacy
2014
–
Present
Publications
Robust Spectral Watermark for Synthetic Tabular Data
Yizhou Zhao
,
Xiang Li
,
Peter Song
,
Qi Long
,
Weijie J Su
Accepted by SLADS_Section_B
Readers:
Everyone
You Are the Best Reviewer of Your Own Papers: The Isotonic Mechanism
Weijie Su
Operations Research
Readers:
Everyone
The 2020 US Decennial Census is more private than you (might) think
Buxin Su
,
Weijie J. Su
,
Chendi Wang
Proceedings of the National Academy of Sciences
Readers:
Everyone
Optimal Detection for Language Watermarks with Pseudorandom Collision
T. Tony Cai
,
Xiang Li
,
Qi Long
,
Weijie J. Su
,
Garrett Wen
CoRR 2025
Readers:
Everyone
Mitigating Privacy-Utility Trade-off in Decentralized Federated Learning via f-Differential Privacy
Xiang Li
,
Buxin Su
,
Chendi Wang
,
Qi Long
,
Weijie J. Su
CoRR 2025
Readers:
Everyone
On the Empirical Power of Goodness-of-Fit Tests in Watermark Detection
Weiqing He
,
Xiang Li
,
Tianqi Shang
,
Li Shen
,
Weijie J. Su
,
Qi Long
CoRR 2025
Readers:
Everyone
How to Find Fantastic Papers: Self-Rankings as a Powerful Predictor of Scientific Impact Beyond Peer Review
Buxin Su
,
Natalie Collina
,
Garrett Wen
,
Didong Li
,
Kyunghyun Cho
,
Jianqing Fan
,
Bingxin Zhao
,
Weijie Su
CoRR 2025
Readers:
Everyone
A law of next-token prediction in large language models
Hangfeng He
,
Weijie J. Su
Physical Review E
Readers:
Everyone
A Fine-Grained Analysis of Pure Semantic Preference Alignment in Large Language Models
Ruochen Jin
,
Jiancong Xiao
,
Nikhil Ruia
,
Qi Long
,
Weijie J Su
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
Paraphrase-Robust Conformal Prediction for Reliable LLM Uncertainty Quantification
Jiayi Xin
,
Evan Qiang
,
Xiang Li
,
Weijie J Su
,
Qi Long
Submitted to ICLR 2026
Readers:
Everyone
View all 178 publications
Co-Authors
Aaron Roth
Abhradeep Thakurta
Alex Lamb
Andreas Terzis
Anirudh Goyal
Arvind Narayanan
Bin Shi
Bingxin Zhao
Bo Li
Boaz Barak
Bojian Hou
Bowen Jiang
Boyi Wei
Buxin Su
Camillo J. Taylor
Camillo Jose Taylor
Chaowei Xiao
Chendi Wang
Chengdong Ma
Christopher Re
Christopher Ré
Cong Fang
Cynthia Dwork
Cynthia Rush
Da Yu
View all 213 co-authors