Hoi, Steven C.H.

74 publications

CVPR 2022 Align and Prompt: Video-and-Language Pre-Training with Entity Prompts Dongxu Li, Junnan Li, Hongdong Li, Juan Carlos Niebles, Steven C.H. Hoi

AAAI 2022 Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning over Text Amrita Saha, Shafiq R. Joty, Steven C. H. Hoi

ICCV 2021 CoMatch: Semi-Supervised Learning with Contrastive Graph Regularization Junnan Li, Caiming Xiong, Steven C.H. Hoi

ICCV 2021 Learning from Noisy Data with Robust Representation Learning Junnan Li, Caiming Xiong, Steven C.H. Hoi

IJCAI 2021 Node-Wise Localization of Graph Neural Networks Zemin Liu, Yuan Fang, Chenghao Liu, Steven C. H. Hoi

AAAI 2021 Relative and Absolute Location Embedding for Few-Shot Node Classification on Graph Zemin Liu, Yuan Fang, Chenghao Liu, Steven C. H. Hoi

ICCVW 2021 VisDrone-CC2021: The Vision Meets Drone Crowd Counting Challenge Results Zhihao Liu, Zhijian He, Lujia Wang, Wenguan Wang, Yixuan Yuan, Dingwen Zhang, Jinglin Zhang, Pengfei Zhu, Luc Van Gool, Junwei Han, Steven C. H. Hoi, Qinghua Hu, Ming Liu, Junwen Pan, Baoqun Yin, Binyu Zhang, Chengxin Liu, Ding Ding, Dingkang Liang, Guanchen Ding, Hao Lu, Hui Lin, Jingyuan Chen, Jiong Li, Liang Liu, Lin Zhou, Min Shi, Qianqian Yang, Qing He, Sifan Peng, Wei Xu, Wenwei Han, Xiang Bai, Xiwu Chen, Yabin Wang, Yinfeng Xia, Yiran Tao, Zhenzhong Chen, Zhiguo Cao

ICCVW 2021 VisDrone-DET2021: The Vision Meets Drone Object Detection Challenge Results Yaru Cao, Zhijian He, Lujia Wang, Wenguan Wang, Yixuan Yuan, Dingwen Zhang, Jinglin Zhang, Pengfei Zhu, Luc Van Gool, Junwei Han, Steven C. H. Hoi, Qinghua Hu, Ming Liu, Chong Cheng, Fanfan Liu, Guojin Cao, Guozhen Li, Hongkai Wang, Jianye He, Junfeng Wan, Qi Wan, Qi Zhao, Shuchang Lyu, Wenzhe Zhao, Xiaoqiang Lu, Xingkui Zhu, Yingjie Liu, Yixuan Lv, Yujing Ma, Yuting Yang, Zhe Wang, Zhenyu Xu, Zhipeng Luo, Zhimin Zhang, Zhiguang Zhang, Zihao Li, Zixiao Zhang

ECCV 2020 Adaptive Task Sampling for Meta-Learning Chenghao Liu, Zhihao Wang, Doyen Sahoo, Yuan Fang Kun Zhang, Steven C.H. Hoi

ICLR 2020 DivideMix: Learning with Noisy Labels as Semi-Supervised Learning Junnan Li, Richard Socher, Steven C. H. Hoi

ICLR 2020 Non-Autoregressive Dialog State Tracking Hung Le, Richard Socher, Steven C. H. Hoi

ECCV 2020 Structure-Aware Generation Network for Recipe Generation from Images Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao

ICLR 2020 Tree-Structured Attention with Hierarchical Accumulation Xuan-Phi Nguyen, Shafiq Joty, Steven C. H. Hoi, Richard Socher

AAAI 2019 Discrete Social Recommendation Chenghao Liu, Xin Wang, Tao Lu, Wenwu Zhu, Jianling Sun, Steven C. H. Hoi

AAAI 2019 Partially Observable Multi-Sensor Sequential Change Detection: A Combinatorial Multi-Armed Bandit Approach Chen Zhang, Steven C. H. Hoi

AAAI 2019 Robust Estimation of Similarity Transformation for Visual Object Tracking Yang Li, Jianke Zhu, Steven C. H. Hoi, Wenjie Song, Zhefeng Wang, Hantang Liu

MLJ 2018 Distributed Multi-Task Classification: A Decentralized Online Learning Approach Chi Zhang, Peilin Zhao, Shuji Hao, Yeng Chai Soh, Bu-Sung Lee, Chunyan Miao, Steven C. H. Hoi

IJCAI 2018 Online Deep Learning: Learning Deep Neural Networks on the Fly Doyen Sahoo, Quang Pham, Jing Lu, Steven C. H. Hoi

ECCV 2018 Question-Guided Hybrid Convolution for Visual Question Answering Peng Gao, Hongsheng Li, Shuang Li, Pan Lu, Yikang Li, Steven C.H. Hoi, Xiaogang Wang

AAAI 2018 Unified Locally Linear Classifiers with Diversity-Promoting Anchor Points Chenghao Liu, Teng Zhang, Peilin Zhao, Jianling Sun, Steven C. H. Hoi

MLJ 2017 Collaborative Topic Regression for Online Recommender Systems: An Online and Bayesian Approach Chenghao Liu, Tao Jin, Steven C. H. Hoi, Peilin Zhao, Jianling Sun

IJCAI 2017 DeepFacade: A Deep Learning Approach to Facade Parsing Hantang Liu, Jialiang Zhang, Jianke Zhu, Steven C. H. Hoi

IJCAI 2017 Online Multitask Relative Similarity Learning Shuji Hao, Peilin Zhao, Yong Liu, Steven C. H. Hoi, Chunyan Miao

ICML 2017 Projection-Free Distributed Online Learning in Networks Wenpeng Zhang, Peilin Zhao, Wenwu Zhu, Steven C. H. Hoi, Tong Zhang

UAI 2016 Efficient Multi-Class Selective Sampling on Graphs Peng Yang, Peilin Zhao, Zhen Hai, Wei Liu, Steven C. H. Hoi, Xiaoli Li

JMLR 2016 Large Scale Online Kernel Learning Jing Lu, Steven C.H. Hoi, Jialei Wang, Peilin Zhao, Zhi-Yong Liu

JMLR 2016 OLPS: A Toolbox for On-Line Portfolio Selection Bin Li, Doyen Sahoo, Steven C.H. Hoi

AAAI 2016 Online ARIMA Algorithms for Time Series Prediction Chenghao Liu, Steven C. H. Hoi, Peilin Zhao, Jianling Sun

MLJ 2016 Online Passive-Aggressive Active Learning Jing Lu, Peilin Zhao, Steven C. H. Hoi

AAAI 2015 An Adaptive Gradient Method for Online AUC Maximization Yi Ding, Peilin Zhao, Steven C. H. Hoi, Yew-Soon Ong

IJCAI 2015 Online Learning to Rank for Content-Based Image Retrieval Ji Wan, Pengcheng Wu, Steven C. H. Hoi, Peilin Zhao, Xingyu Gao, Dayong Wang, Yongdong Zhang, Jintao Li

CVPR 2015 Reliable Patch Trackers: Robust Visual Tracking by Exploiting Reliable Patches Yang Li, Jianke Zhu, Steven C.H. Hoi

IJCAI 2015 Semi-Universal Portfolios with Transaction Costs Dingjiang Huang, Yan Zhu, Bin Li, Shuigeng Zhou, Steven C. H. Hoi

MLOSS 2014 LIBOL: A Library for Online Learning Algorithms Steven C.H. Hoi, Jialei Wang, Peilin Zhao

AAAI 2014 Learning Relative Similarity by Stochastic Dual Coordinate Ascent Pengcheng Wu, Yi Ding, Peilin Zhao, Chunyan Miao, Steven C. H. Hoi

AAAI 2014 SOML: Sparse Online Metric Learning with Application to Image Retrieval Xingyu Gao, Steven C. H. Hoi, Yongdong Zhang, Ji Wan, Jintao Li

UAI 2013 Active Learning with Expert Advice Peilin Zhao, Steven C. H. Hoi, Jinfeng Zhuang

MLJ 2013 Introduction: Special Issue of Selected Papers of ACML 2012 Zhi-Hua Zhou, Wee Sun Lee, Steven C. H. Hoi, Wray L. Buntine, Hiroshi Motoda

IJCAI 2013 Large Scale Online Kernel Classification Steven C. H. Hoi, Jialei Wang, Peilin Zhao, Jinfeng Zhuang, Zhiyong Liu

MLJ 2013 Online Multiple Kernel Classification Steven C. H. Hoi, Rong Jin, Peilin Zhao, Tianbao Yang

IJCAI 2013 Robust Median Reversion Strategy for On-Line Portfolio Selection Dingjiang Huang, Junlong Zhou, Bin Li, Steven C. H. Hoi, Shuigeng Zhou

ECML-PKDD 2012 BDUOL: Double Updating Online Learning on a Fixed Budget Peilin Zhao, Steven C. H. Hoi

ICML 2012 Exact Soft Confidence-Weighted Learning Steven C. H. Hoi, Jialei Wang, Peilin Zhao

ICML 2012 Fast Bounded Online Gradient Descent Algorithms for Scalable Kernel-Based Online Learning Steven C. H. Hoi, Jialei Wang, Peilin Zhao, Rong Jin, Pengcheng Wu

ICML 2012 On-Line Portfolio Selection with Moving Average Reversion Bin Li, Steven C. H. Hoi

AAAI 2012 Online Kernel Selection: Algorithms and Evaluations Tianbao Yang, Mehrdad Mahdavi, Rong Jin, Jinfeng Yi, Steven C. H. Hoi

MLJ 2012 PAMR: Passive Aggressive Mean Reversion Strategy for Portfolio Selection Bin Li, Peilin Zhao, Steven C. H. Hoi, Vivekanand Gopalkrishnan

ACML 2012 Preface Steven C. H. Hoi, Wray Buntine

JMLR 2011 A Family of Simple Non-Parametric Kernel Learning Algorithms Jinfeng Zhuang, Ivor W. Tsang, Steven C.H. Hoi

AISTATS 2011 Confidence Weighted Mean Reversion Strategy for On-Line Portfolio Selection Bin Li, Steven C.H. Hoi, Peilin Zhao, Vivekanand Gopalkrishnan

JMLR 2011 Double Updating Online Learning Peilin Zhao, Steven C.H. Hoi, Rong Jin

ICML 2011 Online AUC Maximization Peilin Zhao, Steven C. H. Hoi, Rong Jin, Tianbao Yang

AISTATS 2011 Two-Layer Multiple Kernel Learning Jinfeng Zhuang, Ivor W. Tsang, Steven C.H. Hoi

ACML 2011 Unsupervised Multiple Kernel Learning Jinfeng Zhuang, Jialei Wang, Steven C. H. Hoi, Xiangyang Lan

ICML 2010 OTL: A Framework of Online Transfer Learning Peilin Zhao, Steven C. H. Hoi

ECML-PKDD 2010 On Classifying Drifting Concepts in P2P Networks Hock Hee Ang, Vivekanand Gopalkrishnan, Wee Keong Ng, Steven C. H. Hoi

ALT 2010 Online Multiple Kernel Learning: Algorithms and Mistake Bounds Rong Jin, Steven C. H. Hoi, Tianbao Yang

ECML-PKDD 2009 Communication-Efficient Classification in P2P Networks Hock Hee Ang, Vivekanand Gopalkrishnan, Wee Keong Ng, Steven C. H. Hoi

CVPR 2009 Nonrigid Shape Recovery by Gaussian Process Regression Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu

ICML 2009 SimpleNPKL: Simple Non-Parametric Kernel Learning Jinfeng Zhuang, Ivor W. Tsang, Steven C. H. Hoi

ICCV 2009 Unsupervised Face Alignment by Robust Nonrigid Mapping Jianke Zhu, Luc Van Gool, Steven C. H. Hoi

ICML 2008 Active Kernel Learning Steven C. H. Hoi, Rong Jin

ECCV 2008 An Effective Approach to 3D Deformable Surface Tracking Jianke Zhu, Steven C. H. Hoi, Zenglin Xu, Michael R. Lyu

ECML-PKDD 2008 Cascade RSVM in Peer-to-Peer Networks Hock Hee Ang, Vivekanand Gopalkrishnan, Steven C. H. Hoi, Wee Keong Ng

ECCV 2008 Output Regularized Metric Learning with Side Information Wei Liu, Steven C. H. Hoi, Jianzhuang Liu

CVPR 2008 Semi-Supervised Distance Metric Learning for Collaborative Image Retrieval Steven C. H. Hoi, Wei Liu, Shih-Fu Chang

AAAI 2008 Semi-Supervised Ensemble Ranking Steven C. H. Hoi, Rong Jin

CVPR 2008 Semi-Supervised SVM Batch Mode Active Learning for Image Retrieval Steven C. H. Hoi, Rong Jin, Jianke Zhu, Michael R. Lyu

CVPR 2007 A Multi-Scale Tikhonov Regularization Scheme for Implicit Surface Modelling Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu

ICML 2007 Learning Nonparametric Kernel Matrices from Pairwise Constraints Steven C. H. Hoi, Rong Jin, Michael R. Lyu

ICML 2006 Batch Mode Active Learning and Its Application to Medical Image Classification Steven C. H. Hoi, Rong Jin, Jianke Zhu, Michael R. Lyu

CVPR 2006 Learning Distance Metrics with Contextual Constraints for Image Retrieval Steven C. H. Hoi, Wei Liu, Michael R. Lyu, Wei-Ying Ma

ECCV 2006 Real-Time Non-Rigid Shape Recovery via Active Appearance Models for Augmented Reality Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu

CVPR 2005 A Semi-Supervised Active Learning Framework for Image Retrieval Steven C. H. Hoi, Michael R. Lyu