Ping-yeh Chiang
7 papers · 2020–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(7)
Application Areas
(5)
Learning Types
(3)
Optimization & Theory · Machine Learning
(3)
Artificial Intelligence
(1)
Computer Vision
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Analysis
(1)
Core AI
(1)
Core Methods
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Keywords
randomized smoothing
(2)
certified robustness
(2)
object detection
(1)
data augmentation
(1)
neural network optimization
(1)
mechanism design
(1)
instruction tuning
(1)
reinforcement learning from human feedback
(1)
gradient descent
(1)
revenue optimization
(1)
adversarial defense
(1)
implicit regularization
(1)
poisoning attack
(1)
revenue maximization
(1)
neural network verification
(1)
evasion attack
(1)
adversarial example
(1)
language model fine-tuning
(1)
neural network inference
(1)
strategyproof mechanism
(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
Adversarial Examples Make Strong Poisons
NeurIPS 2021
WrapNet: Neural Net Inference with Ultra-Low-Precision Arithmetic
ICLR 2021
Certifying Strategyproof Auction Networks
NeurIPS 2020
Detection as Regression: Certified Object Detection with Median Smoothing
NeurIPS 2020