Ping-yeh Chiang

7 papers · 2020–2024 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (10) 🔥 Unstoppable (5)

Conferences

ICLR (3) NIPS (3) ICML (1)

Top co-authors

Tom Goldstein (7) Micah Goldblum (3) Jonas Geiping (3) John Dickerson (2) Renkun Ni (2) Arpit Bansal (2) Michael Curry (2) Hong-Min Chu (2) David Yu Miller (1) John Kirchenbauer (1)

Keywords

randomized smoothing (2) certified robustness (2) object detection (1) mechanism design (1) revenue optimization (1) adversarial defense (1) poisoning attack (1) revenue maximization (1) neural network verification (1) evasion attack (1) adversarial example (1) strategyproof mechanism (1) neural network watermarking (1) model protection (1) adversarial poisoning (1) auction design (1) watermark certification (1) differentiable economics (1) median smoothing (1) auction network (1)

Papers

NEFTune: Noisy Embeddings Improve Instruction Finetuning ICLR 2024

Loss Landscapes are All You Need: Neural Network Generalization Can Be Explained Without the Implicit Bias of Gradient Descent ICLR 2023

Certified Neural Network Watermarks with Randomized Smoothing ICML 2022

WrapNet: Neural Net Inference with Ultra-Low-Precision Arithmetic ICLR 2021

Adversarial Examples Make Strong Poisons NIPS 2021

Detection as Regression: Certified Object Detection with Median Smoothing NIPS 2020

Certifying Strategyproof Auction Networks NIPS 2020