متابعة
Pin-Yu Chen
Pin-Yu Chen
Principal Research Scientist, IBM Research AI; MIT-IBM Watson AI Lab; RPI-IBM AIRC
بريد إلكتروني تم التحقق منه على ibm.com - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks without Training Substitute Models‏
PY Chen*, H Zhang*, Y Sharma, J Yi, CJ Hsieh‏
ACM Workshop on AI and Security (*equal contribution, best paper award finalist), 2017‏
22822017
Efficient Neural Network Robustness Certification with General Activation Functions‏
H Zhang, TW Weng, PY Chen, CJ Hsieh, L Daniel‏
NeurIPS 2018, 2018‏
9282018
DBA: Distributed Backdoor Attacks against Federated Learning‏
C Xie, K Huang, PY Chen, B Li‏
ICLR 2020, 2019‏
8262019
Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives‏
A Dhurandhar*, PY Chen*, R Luss, CC Tu, P Ting, K Shanmugam, P Das‏
NeurIPS 2018 (*equal contribution), 2018‏
7662018
EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples‏
PY Chen*, Y Sharma*, H Zhang, J Yi, CJ Hsieh‏
AAAI 2018 (*equal contribution), 2017‏
7232017
One explanation does not fit all: A toolkit and taxonomy of ai explainability techniques‏
V Arya, RKE Bellamy, PY Chen, A Dhurandhar, M Hind, SC Hoffman, ...‏
arXiv preprint arXiv:1909.03012, 2019‏
603*2019
Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach‏
TW Weng, H Zhang, PY Chen, J Yi, D Su, Y Gao, CJ Hsieh, L Daniel‏
ICLR 2018, 2018‏
5832018
Query-efficient hard-label black-box attack: An optimization-based approach‏
M Cheng, T Le, PY Chen, J Yi, H Zhang, CJ Hsieh‏
ICLR 2019, 2018‏
5072018
Is Robustness the Cost of Accuracy?--A Comprehensive Study on the Robustness of 18 Deep Image Classification Models‏
D Su, H Zhang, H Chen, J Yi, PY Chen, Y Gao‏
ECCV 2018, 2018‏
4802018
AutoZOOM: Autoencoder-based Zeroth Order Optimization Method for Attacking Black-box Neural Networks‏
CC Tu*, P Ting*, PY Chen*, S Liu, H Zhang, J Yi, CJ Hsieh, SM Cheng‏
AAAI 2019 (oral presentation, *equal contribution), 2018‏
4742018
Topology Attack and Defense for Graph Neural Networks: An Optimization Perspective‏
K Xu, H Chen, S Liu, PY Chen, TW Weng, M Hong, X Lin‏
IJCAI 2019, 2019‏
4702019
Adversarial t-shirt! evading person detectors in a physical world‏
K Xu, G Zhang, S Liu, Q Fan, M Sun, H Chen, PY Chen, Y Wang, X Lin‏
ECCV 2020 (spotlight), 2019‏
4522019
Fine-tuning aligned language models compromises safety, even when users do not intend to!‏
X Qi, Y Zeng, T Xie, PY Chen, R Jia, P Mittal, P Henderson‏
ICLR 2024 (oral), 2023‏
4162023
Time-LLM: Time series forecasting by reprogramming large language models‏
M Jin, S Wang, L Ma, Z Chu, JY Zhang, X Shi, PY Chen, Y Liang, YF Li, ...‏
ICLR 2024, 2023‏
4132023
Variational Quantum Circuits for Deep Reinforcement Learning‏
S Yen-Chi Chen, CH Huck Yang, J Qi, PY Chen, X Ma, HS Goan‏
IEEE ACCESS, 2020‏
3962020
Vision transformers are robust learners‏
S Paul*, PY Chen*‏
AAAI 2022 (*equal contribution), 2021‏
3662021
Accelerated antimicrobial discovery via deep generative models and molecular dynamics simulations‏
P Das, T Sercu, K Wadhawan, I Padhi, S Gehrmann, F Cipcigan, ...‏
Nature Biomedical Engineering 5 (6), 613-623, 2021‏
3352021
Sign-OPT: A Query-Efficient Hard-label Adversarial Attack‏
M Cheng, S Singh, P Chen, PY Chen, S Liu, CJ Hsieh‏
ICLR 2020, 2019‏
2922019
TrustLLM: Trustworthiness in Large Language Models‏
L Sun, Y Huang, H Wang, S Wu, Q Zhang, C Gao, Y Huang, W Lyu, ...‏
Technical Report, 2024‏
288*2024
Seq2sick: Evaluating the robustness of sequence-to-sequence models with adversarial examples‏
M Cheng, J Yi, PY Chen, H Zhang, CJ Hsieh‏
AAAI 2020, 2018‏
2802018
يتعذر على النظام إجراء العملية في الوقت الحالي. عاود المحاولة لاحقًا.
مقالات 1–20