Xiao, Xiaokui

18 publications

AAAI 2025 Hyperparametric Robust and Dynamic Influence Maximization Arkaprava Saha, Bogdan Cautis, Xiaokui Xiao, Laks V. S. Lakshmanan

NeurIPS 2024 Optimal Batched Best Arm Identification Tianyuan Jin, Yu Yang, Jing Tang, Xiaokui Xiao, Pan Xu

ICLR 2024 Scalable and Effective Implicit Graph Neural Networks on Large Graphs Juncheng Liu, Bryan Hooi, Kenji Kawaguchi, Yiwei Wang, Chaosheng Dong, Xiaokui Xiao

TMLR 2023 Single-Pass Contrastive Learning Can Work for Both Homophilic and Heterophilic Graph Haonan Wang, Jieyu Zhang, Qi Zhu, Wei Huang, Kenji Kawaguchi, Xiaokui Xiao

ICML 2023 Thompson Sampling with Less Exploration Is Fast and Optimal Tianyuan Jin, Xianglin Yang, Xiaokui Xiao, Pan Xu

AAAI 2022 A Fusion-Denoising Attack on InstaHide with Data Augmentation Xinjian Luo, Xiaokui Xiao, Yuncheng Wu, Juncheng Liu, Beng Chin Ooi

NeurIPS 2022 Finite-Time Regret of Thompson Sampling Algorithms for Exponential Family Multi-Armed Bandits Tianyuan Jin, Pan Xu, Xiaokui Xiao, Anima Anandkumar

ECML-PKDD 2022 LSCALE: Latent Space Clustering-Based Active Learning for Node Classification Juncheng Liu, Yiwei Wang, Bryan Hooi, Renchi Yang, Xiaokui Xiao

NeurIPS 2022 MGNNI: Multiscale Graph Neural Networks with Implicit Layers Juncheng Liu, Bryan Hooi, Kenji Kawaguchi, Xiaokui Xiao

ICML 2021 Almost Optimal Anytime Algorithm for Batched Multi-Armed Bandits Tianyuan Jin, Jing Tang, Pan Xu, Keke Huang, Xiaokui Xiao, Quanquan Gu

COLT 2021 Double Explore-Then-Commit: Asymptotic Optimality and Beyond Tianyuan Jin, Pan Xu, Xiaokui Xiao, Quanquan Gu

NeurIPS 2021 EIGNN: Efficient Infinite-Depth Graph Neural Networks Juncheng Liu, Kenji Kawaguchi, Bryan Hooi, Yiwei Wang, Xiaokui Xiao

ICCV 2021 Exploiting Explanations for Model Inversion Attacks Xuejun Zhao, Wencan Zhang, Xiaokui Xiao, Brian Lim

ICML 2021 MOTS: Minimax Optimal Thompson Sampling Tianyuan Jin, Pan Xu, Jieming Shi, Xiaokui Xiao, Quanquan Gu

ICML 2021 Optimal Streaming Algorithms for Multi-Armed Bandits Tianyuan Jin, Keke Huang, Jing Tang, Xiaokui Xiao

NeurIPS 2019 Efficient Pure Exploration in Adaptive Round Model Tianyuan Jin, Jieming Shi, Xiaokui Xiao, Enhong Chen

MLJ 2019 Millionaire: A Hint-Guided Approach for Crowdsourcing Bo Han, Quanming Yao, Yuangang Pan, Ivor W. Tsang, Xiaokui Xiao, Qiang Yang, Masashi Sugiyama

AAAI 2017 Coupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion Terms Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, Xiaokui Xiao