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Workshop
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Rethinking Label Poisoning for GNNs: Pitfalls and Attacks
Vijay Lingam · Mohammad Sadegh Akhondzadeh · Aleksandar Bojchevski
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Oral
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Wed 19:32
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Bidirectional Adaptation for Robust Semi-Supervised Learning with Inconsistent Data Distributions
Lin-Han Jia · Lan-Zhe Guo · Zhi Zhou · Jie-Jing Shao · Yuke Xiang · Yu-Feng Li
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Poster
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Tue 14:00
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Learning Unforeseen Robustness from Out-of-distribution Data Using Equivariant Domain Translator
Sicheng Zhu · Bang An · Furong Huang · Sanghyun Hong
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Poster
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Wed 14:00
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Bidirectional Adaptation for Robust Semi-Supervised Learning with Inconsistent Data Distributions
Lin-Han Jia · Lan-Zhe Guo · Zhi Zhou · Jie-Jing Shao · Yuke Xiang · Yu-Feng Li
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Poster
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Wed 14:00
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Towards Robust and Safe Reinforcement Learning with Benign Off-policy Data
Zuxin Liu · Zijian Guo · Zhepeng Cen · Huan Zhang · Yihang Yao · Hanjiang Hu · Ding Zhao
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Poster
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Wed 17:00
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Finding the Missing-half: Graph Complementary Learning for Homophily-prone and Heterophily-prone Graphs
YIZHEN ZHENG · He Zhang · Vincent Lee · Yu Zheng · Xiao Wang · Shirui Pan
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Workshop
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Learning Stochastic Dynamical Systems as an Implicit Regularization with Graph Neural Network
Jin Guo · Ting Gao · Yufu Lan · Peng Zhang · Sikun Yang · Jinqiao Duan
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Workshop
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A More Robust Baseline for Active Learning by Injecting Randomness to Uncertainty Sampling
Po-Yi Lu · Chun-Liang Li · Hsuan-Tien (Tien) Lin
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Workshop
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Graph Representation of the Magnetic Field Topology in High-Fidelity Plasma Simulations for Machine Learning Applications
Ioanna Bouri · Fanni Franssila · Markku J. Alho · Giulia Cozzani · Ivan Zaitsev · Minna Palmroth · Teemu Roos
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Workshop
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Mathematical Theory of Adversarial Deep Learning
Xiao-Shan Gao · Lijia Yu · Shuang Liu
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Workshop
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Learning with Primal-Dual Spectral Risk Measures: a Fast Incremental Algorithm
Ronak Mehta · Vincent Roulet · Krishna Pillutla · Zaid Harchaoui
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Workshop
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Synergizing Deep Reinforcement Learning and Biological Pursuit Behavioral Rule for Robust and Interpretable Navigation
Kazushi Tsutsui · Kazuya Takeda · Keisuke Fujii
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