Causal Video Summarizer for Video Exploration
- Jia-Hong Huang
- Chao-Han Huck Yang
- et al.
- 2022
- ICME 2022
Bio
Pin-Yu Chen is a Principal Research Staff Member of the Trusted AI Group, IBM Thomas J. Watson Research Center. He is also the Chief Scientist of RPI-IBM AI Research Collaboration program and a PI of MIT-IBM Watson AI Lab projects.
His recent research focuses on adversarial machine learning of neural networks for robustness and safety, and more broadly, making machine learning trustworthy.
♦ Pin-Yu's research highlights can be found from HERE
♦ Pin-Yu is open to collaboration with highly motivated researchers!
Pin-Yu received his Ph.D. degree in electrical engineering and computer science (EECS) and M.A. degree in Statistics from the University of Michigan Ann Arbor in 2016, under the supervision of Prof. Alfred Hero.
♦ Please refer to his personal webpage for more details - www.pinyuchen.com
Publications
A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Prediction
- Yong Xie
- Dakuo Wang
- et al.
- 2022
- NAACL 2022
Vision Transformers are Robust Learners
- Sayak Paul
- Pin-Yu Chen
- 2022
- AAAI 2022
Training a Resilient Q-network against Observational Interference
- Chao-Han Huck Yang
- I. Te Danny Hung
- et al.
- 2022
- AAAI 2022
Zeroth-Order Optimization for Composite Problems with Functional Constraints
- Zichong Li
- Pin-Yu Chen
- et al.
- 2022
- AAAI 2022
Adversarial Examples Can Be Effective Data Augmentation for Unsupervised Machine Learning
- Chia-Yi Hsu
- Pin-Yu Chen
- et al.
- 2022
- AAAI 2022
AI Explainability 360: Impact and Design
- 2022
- IAAI 2022
When BERT Meets Quantum Temporal Convolution Learning for Text Classification in Heterogeneous Computing
- Chao-Han Huck Yang
- Jun Qi
- et al.
- 2022
- ICASSP 2022
Real-World Adversarial Examples Via Makeup
- Chang-Sheng Lin
- Chia-Yi Hsu
- et al.
- 2022
- ICASSP 2022
When Does Backdoor Attack Succeed in Image Reconstruction? A Study of Heuristics vs. Bi-Level Solution
- Vardaan Taneja
- Pin-Yu Chen
- et al.
- 2022
- ICASSP 2022
Patents
- CN
- ZL201980030031.2
- US
- 12061991
- US
- 12020480
- JP
- 7507851
- CN
- ZL202010827714.5
- GB
- 2603391
- CN
- ZL 202010055649.9
- US
- 11880765
- US
- 11853713
- US
- 11853702
Blog posts
Serving customized AI models at scale with LoRA
ResearchKim MartineauWhat’s an LLM context window and why is it getting larger?
NewsKim MartineauWhat is red teaming for generative AI?
ExplainerKim MartineauAccelerating molecular optimization with AI
Deep DivePayel Das, Samuel Hoffman, Vijil Chenthamarakshan, Kahini Wadhawan, and Pin-Yu Chen11 minute read- See more blog posts
Top collaborators
PD
Payel Das
Principal Research Scientist and Manager, IBM Research AI