Construction and Applications of Billion-Scale Pre-trained Multimodal Business Knowledge Graph, IEEE International Conference on Data Engineering (ICDE) 2023. Shumin Deng, Chengming Wang, Zhoubo Li, Ningyu Zhang, Zelin Dai, Hehong Chen, Feiyu Xiong, Ming Yan, Qiang Chen, Mosha Chen, Jiaoyan Chen, Jeff Z.Jianqing Xu, Shen Li, Ailin Deng, Miao Xiong, Jiaying Wu, Jiaxiang Wu, Shouhong Ding, Bryan Hooi Probabilistic Knowledge Distillation for Face Ensembles, Conference on Computer Vision and Pattern Recognition (CVPR) 2023.Yifan Zhang, Bingyi Kang, Bryan Hooi, Shuicheng Yan, Jiashi Feng Deep Long-Tailed Learning: A Survey, Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2023.Towards Better Graph Representation Learning with Parameterized Decomposition & Filtering, International Conference on Machine Learning (ICML) 2023. Mingqi Yang, Wenjie Feng, Yanming Shen, Bryan Hooi.GraphCleaner: Detecting Mislabelled Samples in Popular Graph Learning Benchmarks, International Conference on Machine Learning (ICML) 2023. Reachability-Aware Laplacian Representation in Reinforcement Learning, International Conference on Machine Learning (ICML) 2023. Kaixin Wang, Kuangqi Zhou, Jiashi Feng, Bryan Hooi, Xinchao Wang.A Generalization of ViT/MLP-Mixer to Graphs, International Conference on Machine Learning (ICML) 2023. Xiaoxin He, Bryan Hooi, Thomas Laurent, Adam Perold, Yann LeCun, Xavier Bresson.Great Models Think Alike: Improving Model Reliability via Inter-Model Latent Agreement, International Conference on Machine Learning (ICML) 2023. SPEECH: Structured Prediction with Energy-Based Event-Centric Hyperspheres, Annual Meeting of the Association for Computational Linguistics (ACL) 2023.
Shumin Deng, Shengyu Mao, Ningyu Zhang, Bryan Hooi.
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