Neural-Brane: Neural Bayesian Personalized Ranking for Attributed Network Embedding
- Vachik S. Dave
- Baichuan Zhang
- et al.
- 2019
- Data Science and Engineering
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
Proven: Verifying robustness of neural networks with a probabilistic approach
- Tsui Wei Weng
- Pin-Yu Chen
- et al.
- 2019
- ICML 2019
Fast incremental von neumann graph entropy computation: Theory, algorithm, and applications
- Pin-Yu Chen
- Lingfei Wu
- et al.
- 2019
- ICML 2019
Structured adversarial attack: Towards general implementation and better interpretability
- Kaidi Xu
- Sijia Liu
- et al.
- 2019
- ICLR 2019
Characterizing audio adversarial examples using temporal dependency
- Zhuolin Yang
- Pin-Yu Chen
- et al.
- 2019
- ICLR 2019
SignsGD via zeroth-order oracle
- Sijia Liu
- Pin-Yu Chen
- et al.
- 2019
- ICLR 2019
Query-efficient hard-label black-box attack: An optimization-based approach
- Minhao Cheng
- Huan Zhang
- et al.
- 2019
- ICLR 2019
A scalable attribute-aware network embedding system
- Weiyi Liu
- Zhining Liu
- et al.
- 2019
- Neurocomputing
Identifying influential links for event propagation on Twitter: A network of networks approach
- Pin-Yu Chen
- Chun-Chen Tu
- et al.
- 2019
- IEEE TSIPN
On extensions of clever: A neural network robustness evaluation algorithm
- Tsui Wei Weng
- Huan Zhang
- et al.
- 2018
- GlobalSIP 2018
Patents
- US
- 11538248
- US
- 11507787
- US
- 11416775
- US
- 11397891
- US
- 11394742
- US
- 11227231
- US
- 11222242
- US
- 11174289
- US
- 11113741
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