activity
20202022
most citedASGN: An Active Semi-supervised Graph Neural Network for Molecular Property Prediction

115 citations · 286 across the 19 of their papers we have counts for

collaborators

24 papers

cs.CR2022

Artificial Intelligence Security Competition (AISC)

Yinpeng Dong, Peng Chen, Senyou Deng +49

The security of artificial intelligence (AI) is an important research area towards safe, reliable, and trustworthy AI systems. To accelerate the research on AI security, the Artifi…

cs.CV202222 cited

Visual Prompt Tuning for Test-time Domain Adaptation

Yunhe Gao, Xingjian Shi, Yi Zhu +5

Models should be able to adapt to unseen data during test-time to avoid performance drops caused by inevitable distribution shifts in real-world deployment scenarios. In this work,…

cs.CV20222 cited

Fast Key Points Detection and Matching for Tree-Structured Images

Hao Wang, Xiwen Chen, Abolfazl Razi +1

This paper offers a new authentication algorithm based on image matching of nano-resolution visual identifiers with tree-shaped patterns. The algorithm includes image-to-tree conve…

stat.ML2022

1st ICLR International Workshop on Privacy, Accountability, Interpretability, Robustness, Reasoning on Structured Data (PAIR^2Struct)

Hao Wang, Wanyu Lin, Hao He +3

Recent years have seen advances on principles and guidance relating to accountable and ethical use of artificial intelligence (AI) spring up around the globe. Specifically, Data Pr…

cs.CV2022

Causal Transportability for Visual Recognition

Chengzhi Mao, Kevin Xia, James Wang +4

Visual representations underlie object recognition tasks, but they often contain both robust and non-robust features. Our main observation is that image classifiers may perform poo…

cs.NE20221 cited

Analyzing the Impact of Undersampling on the Benchmarking and Configuration of Evolutionary Algorithms

Diederick Vermetten, Hao Wang, Manuel López-Ibañez +2

The stochastic nature of iterative optimization heuristics leads to inherently noisy performance measurements. Since these measurements are often gathered once and then used repeat…