Foundational Robustness of Foundation Models
- Pin-Yu Chen
- Sijia Liu
- et al.
- 2022
- NeurIPS 2022
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293 results for Pin-Yu Chen
Optimizing molecules using efficient queries from property evaluations
- Samuel C. Hoffman
- Vijil Chenthamarakshan
- et al.
- 2021
- Nature Machine Intelligence
On the Effectiveness of Poisoning against Unsupervised Domain Adaptation
- Akshay Mehra
- Bhavya Kailkhura
- et al.
- 2021
- ICML 2021
Accelerated antimicrobial discovery via deep generative models and molecular dynamics simulations
- Payel Das
- Tom Sercu
- et al.
- 2021
- Nature Biomedical Engineering
Duwak: Dual Watermarks in Large Language Models
- Chaoyi Zhu
- Jeroen Galjaard
- et al.
- 2024
- ACL 2024
Zeroth-Order Machine Learning: Fundamental Principles and Emerging Applications in Foundation Models
- Sijia Liu
- Tianlong Chen
- et al.
- 2024
- AAAI 2024
AI Fairness through Robustness
- Mikhail Yurochkin
- Yuekai Sun
- et al.
- 2023
- AAAI 2023
Adversarial Machine Learning for Good
- 2022
- AAAI 2022
Generalizing Adversarial Training to Composite Semantic Perturbations
- Yun Yun Tsai
- Lei Hsiung
- et al.
- 2021
- ICML 2021
Improved Linear Convergence of Training CNNs with Generalizability Guarantees: A One-Hidden-Layer Case
- Shuai Zhang
- Meng Wang
- et al.
- 2021
- IEEE TNNLS