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Wu, Jiapeng
4 publications
TMLR
2024
Augment Then Smooth: Reconciling Differential Privacy with Certified Robustness
Jiapeng Wu
,
Atiyeh Ashari Ghomi
,
David Glukhov
,
Jesse C. Cresswell
,
Franziska Boenisch
,
Nicolas Papernot
ICMLW
2024
Benchmarking Robust Self-Supervised Learning Across Diverse Downstream Tasks
Antoni Kowalczuk
,
Jan Dubiński
,
Atiyeh Ashari Ghomi
,
Yi Sui
,
George Stein
,
Jiapeng Wu
,
Jesse C. Cresswell
,
Franziska Boenisch
,
Adam Dziedzic
NeurIPSW
2024
MSc-SQL: Multi-Sample Critiquing Small Language Models for Text-to-SQL Translation
Satya Krishna Gorti
,
Ilan Gofman
,
Zhaoyan Liu
,
Jiapeng Wu
,
Noël Vouitsis
,
Guangwei Yu
,
Jesse C. Cresswell
,
Rasa Hosseinzadeh
ICLR
2022
NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs
Mikhail Galkin
,
Etienne Denis
,
Jiapeng Wu
,
William L. Hamilton