Steven C. H. Hoi

454 papers A* 110A 28B 3C 6Misc 2Journal 238Unranked 61

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Fine-Grained Multimodal Alignment for Image-Text Retrieval via Graph Learning. Int. J. Comput. Vis. Mao Chen, Xiangkai Zhang, Lu Qi, Xiangtai Li, Xu Yang, Steven C. H. Hoi, Zhiyong Liu, Ming-Hsuan Yang
2025	B	`conf`	3D Cartoon Face Generation with Controllable Expressions from a Single GAN Image. IJCNN Hao Wang, Wenhao Shen, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao
2025	J	`jnl`	3D and 4D World Modeling: A Survey. CoRR Lingdong Kong, Wesley Yang, Jianbiao Mei, Youquan Liu, Ao Liang, Dekai Zhu, Dongyue Lu, Wei Yin, Xiaotao Hu, Mingkai Jia, Junyuan Deng, Kaiwen Zhang, Yang Wu, Tianyi Yan, Shenyuan Gao, Song Wang, Linfeng Li, Liang Pan, Yong Liu, Jianke Zhu, Wei Tsang Ooi, Steven C. H. Hoi, Ziwei Liu
2025	J	`jnl`	A Unified Framework for Bandit Online Multiclass Prediction. IEEE Trans. Knowl. Data Eng. Wanjin Feng, Xingyu Gao, Peilin Zhao, Steven C. H. Hoi
2025	J	`jnl`	Distribution Matching Distillation Meets Reinforcement Learning. CoRR Dengyang Jiang, Dongyang Liu, Zanyi Wang, Qilong Wu, Liuzhuozheng Li, Hengzhuang Li, Xin Jin, David Liu, Zhen Li, Bo Zhang, Mengmeng Wang, Steven C. H. Hoi, Peng Gao, Harry Yang
2025	J	`jnl`	Forging Spatial Intelligence: A Roadmap of Multi-Modal Data Pre-Training for Autonomous Systems. CoRR Song Wang, Lingdong Kong, Xiaolu Liu, Hao Shi, Wentong Li, Jianke Zhu, Steven C. H. Hoi
2024	J	`jnl`	CompeteSMoE - Effective Training of Sparse Mixture of Experts via Competition. CoRR Quang Pham, Giang Do, Huy Nguyen, TrungTin Nguyen, Chenghao Liu, Mina Sartipi, Binh T. Nguyen, Savitha Ramasamy, Xiaoli Li, Steven C. H. Hoi, Nhat Ho
2024	J	`jnl`	Continual Learning, Fast and Slow. IEEE Trans. Pattern Anal. Mach. Intell. Quang Pham, Chenghao Liu, Steven C. H. Hoi
2024	J	`jnl`	Few-Shot Learning on Graphs: from Meta-learning to Pre-training and Prompting. CoRR Xingtong Yu, Yuan Fang, Zemin Liu, Yuxia Wu, Zhihao Wen, Jianyuan Bo, Xinming Zhang, Steven C. H. Hoi
2024	J	`jnl`	Knowledge Enhanced Vision and Language Model for Multi-Modal Fake News Detection. IEEE Trans. Multim. Xingyu Gao, Xi Wang, Zhenyu Chen, Wei Zhou, Steven C. H. Hoi
2024	J	`jnl`	Locality-Aware Tail Node Embeddings on Homogeneous and Heterogeneous Networks. IEEE Trans. Knowl. Data Eng. Zemin Liu, Yuan Fang, Wentao Zhang, Xinming Zhang, Steven C. H. Hoi
2024	J	`jnl`	RUN: Rethinking the UNet Architecture for Efficient Image Restoration. IEEE Trans. Multim. Zhijian Wu, Jun Li, Chang Xu, Dingjiang Huang, Steven C. H. Hoi
2024	—	`conf`	What Are We Measuring When We Evaluate Large Vision-Language Models? An Analysis of Latent Factors and Biases. NAACL-HLT Anthony Meng Huat Tiong, Junqi Zhao, Boyang Li, Junnan Li, Steven C. H. Hoi, Caiming Xiong
2024	J	`jnl`	What Are We Measuring When We Evaluate Large Vision-Language Models? An Analysis of Latent Factors and Biases. CoRR Anthony Meng Huat Tiong, Junqi Zhao, Boyang Li, Junnan Li, Steven C. H. Hoi, Caiming Xiong
2023	J	`jnl`	AI for IT Operations (AIOps) on Cloud Platforms: Reviews, Opportunities and Challenges. CoRR Qian Cheng, Doyen Sahoo, Amrita Saha, Wenzhuo Yang, Chenghao Liu, Gerald Woo, Manpreet Singh, Silvio Savarese, Steven C. H. Hoi
2023	J	`jnl`	Active Perception for Visual-Language Navigation. Int. J. Comput. Vis. Hanqing Wang, Wenguan Wang, Wei Liang, Steven C. H. Hoi, Jianbing Shen, Luc Van Gool
2023	A*	`conf`	BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models. ICML Junnan Li, Dongxu Li, Silvio Savarese, Steven C. H. Hoi
2023	J	`jnl`	BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models. CoRR Junnan Li, Dongxu Li, Silvio Savarese, Steven C. H. Hoi
2023	A*	`conf`	BLIP-Diffusion: Pre-trained Subject Representation for Controllable Text-to-Image Generation and Editing. NeurIPS Dongxu Li, Junnan Li, Steven C. H. Hoi
2023	J	`jnl`	BLIP-Diffusion: Pre-trained Subject Representation for Controllable Text-to-Image Generation and Editing. CoRR Dongxu Li, Junnan Li, Steven C. H. Hoi
2023	B	`conf`	C3: Compositional Counterfactual Contrastive Learning for Video-grounded Dialogues. SIGDIAL Hung Le, Nancy F. Chen, Steven C. H. Hoi
2023	A*	`conf`	CodeT5+: Open Code Large Language Models for Code Understanding and Generation. EMNLP Yue Wang, Hung Le, Akhilesh Gotmare, Nghi D. Q. Bui, Junnan Li, Steven C. H. Hoi
2023	J	`jnl`	CodeT5+: Open Code Large Language Models for Code Understanding and Generation. CoRR Yue Wang, Hung Le, Akhilesh Deepak Gotmare, Nghi D. Q. Bui, Junnan Li, Steven C. H. Hoi
2023	J	`jnl`	CodeTF: One-stop Transformer Library for State-of-the-art Code LLM. CoRR Nghi D. Q. Bui, Hung Le, Yue Wang, Junnan Li, Akhilesh Deepak Gotmare, Steven C. H. Hoi
2023	—	`conf`	Efficient Text-to-Code Retrieval with Cascaded Fast and Slow Transformer Models. ESEC/SIGSOFT FSE Akhilesh Deepak Gotmare, Junnan Li, Shafiq Joty, Steven C. H. Hoi
2023	A*	`conf`	From Images to Textual Prompts: Zero-shot Visual Question Answering with Frozen Large Language Models. CVPR Jiaxian Guo, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Boyang Li, Dacheng Tao, Steven C. H. Hoi
2023	A*	`conf`	HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts. EMNLP Truong Do, Le Khiem, Quang Pham, TrungTin Nguyen, Thanh-Nam Doan, Binh Nguyen, Chenghao Liu, Savitha Ramasamy, Xiaoli Li, Steven C. H. Hoi
2023	J	`jnl`	HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts. CoRR Giang Do, Khiem Le, Quang Pham, TrungTin Nguyen, Thanh-Nam Doan, Bint T. Nguyen, Chenghao Liu, Savitha Ramasamy, Xiaoli Li, Steven C. H. Hoi
2023	J	`jnl`	Improving Tail-Class Representation with Centroid Contrastive Learning. Pattern Recognit. Lett. Anthony Meng Huat Tiong, Junnan Li, Guosheng Lin, Boyang Li, Caiming Xiong, Steven C. H. Hoi
2023	A*	`conf`	InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning. NeurIPS Wenliang Dai, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Junqi Zhao, Weisheng Wang, Boyang Li, Pascale Fung, Steven C. H. Hoi
2023	J	`jnl`	InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning. CoRR Wenliang Dai, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Junqi Zhao, Weisheng Wang, Boyang Li, Pascale Fung, Steven C. H. Hoi
2023	—	`conf`	LAVIS: A One-stop Library for Language-Vision Intelligence. ACL (demo) Dongxu Li, Junnan Li, Hung Le, Guangsen Wang, Silvio Savarese, Steven C. H. Hoi
2023	A*	`conf`	Learning Deep Time-index Models for Time Series Forecasting. ICML Gerald Woo, Chenghao Liu, Doyen Sahoo, Akshat Kumar, Steven C. H. Hoi
2023	A*	`conf`	Learning Fast and Slow for Online Time Series Forecasting. ICLR Quang Pham, Chenghao Liu, Doyen Sahoo, Steven C. H. Hoi
2023	J	`jnl`	Learning Structural Representations for Recipe Generation and Food Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao
2023	J	`jnl`	LogAI: A Library for Log Analytics and Intelligence. CoRR Qian Cheng, Amrita Saha, Wenzhuo Yang, Chenghao Liu, Doyen Sahoo, Steven C. H. Hoi
2023	A*	`conf`	Masked Unsupervised Self-training for Label-free Image Classification. ICLR Junnan Li, Silvio Savarese, Steven C. H. Hoi
2023	J	`jnl`	Merlion: End-to-End Machine Learning for Time Series. J. Mach. Learn. Res. Aadyot Bhatnagar, Paul Kassianik, Chenghao Liu, Tian Lan, Wenzhuo Yang, Rowan Cassius, Doyen Sahoo, Devansh Arpit, Sri Subramanian, Gerald Woo, Amrita Saha, Arun Kumar Jagota, Gokulakrishnan Gopalakrishnan, Manpreet Singh, K. C. Krithika, Sukumar Maddineni, Dae-ki Cho, Bo Zong, Yingbo Zhou, Caiming Xiong, Silvio Savarese, Steven C. H. Hoi, Huan Wang
2023	Misc	`conf`	OTW: Optimal Transport Warping for Time Series. ICASSP Fabian Latorre, Chenghao Liu, Doyen Sahoo, Steven C. H. Hoi
2023	J	`jnl`	OTW: Optimal Transport Warping for Time Series. CoRR Fabian Latorre, Chenghao Liu, Doyen Sahoo, Steven C. H. Hoi
2023	J	`jnl`	Personalised Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation. CoRR Hailin Chen, Amrita Saha, Steven C. H. Hoi, Shafiq Joty
2023	J	`jnl`	PyRCA: A Library for Metric-based Root Cause Analysis. CoRR Chenghao Liu, Wenzhuo Yang, Himanshu Mittal, Manpreet Singh, Doyen Sahoo, Steven C. H. Hoi
2023	—	`conf`	RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program Repair. ESEC/SIGSOFT FSE Weishi Wang, Yue Wang, Shafiq Joty, Steven C. H. Hoi
2023	J	`jnl`	RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program Repair. CoRR Weishi Wang, Yue Wang, Shafiq Joty, Steven C. H. Hoi
2023	J	`jnl`	RegNet: Self-Regulated Network for Image Classification. IEEE Trans. Neural Networks Learn. Syst. Jing Xu, Yu Pan, Xinglin Pan, Steven C. H. Hoi, Zhang Yi, Zenglin Xu
2023	A	`conf`	Responsible AI for Trusted AI-powered Enterprise Platforms. WSDM Steven C. H. Hoi
2023	A*	`conf`	Towards Low-Resource Automatic Program Repair with Meta-Learning and Pretrained Language Models. EMNLP Weishi Wang, Yue Wang, Steven C. H. Hoi, Shafiq Joty
2022	J	`jnl`	3D Cartoon Face Generation with Controllable Expressions from a Single GAN Image. CoRR Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao
2022	J	`jnl`	A Data-Driven Method for Online Monitoring Tube Wall Thinning Process in Dynamic Noisy Environment. IEEE Trans Autom. Sci. Eng. Chen Zhang, Jun Long Lim, Ouyang Liu, Aayush Madan, Yongwei Zhu, Shili Xiang, Kai Wu, Rebecca Yen-Ni Wong, Eugene Phua Jiliang, Karan M. Sabnani, Keng Boon Siah, Wenyu Jiang, Yixin Wang, Emily Hao Jianzhong, Steven C. H. Hoi
2022	J	`jnl`	A Hybrid Deep Learning Based Framework for Component Defect Detection of Moving Trains. IEEE Trans. Intell. Transp. Syst. Cen Chen, Kenli Li, Zhongyao Cheng, Francesco Piccialli, Steven C. H. Hoi, Zeng Zeng
2022	J	`jnl`	A Hybrid Stochastic-Deterministic Minibatch Proximal Gradient Method for Efficient Optimization and Generalization. IEEE Trans. Pattern Anal. Mach. Intell. Pan Zhou, Xiao-Tong Yuan, Zhouchen Lin, Steven C. H. Hoi
2022	A*	`conf`	Align and Prompt: Video-and-Language Pre-training with Entity Prompts. CVPR Dongxu Li, Junnan Li, Hongdong Li, Juan Carlos Niebles, Steven C. H. Hoi
2022	A*	`conf`	BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation. ICML Junnan Li, Dongxu Li, Caiming Xiong, Steven C. H. Hoi
2022	J	`jnl`	BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation. CoRR Junnan Li, Dongxu Li, Caiming Xiong, Steven C. H. Hoi
2022	—	`conf`	BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems. EMNLP (Demos) Guangsen Wang, Samson Tan, Shafiq R. Joty, Gang Wu, Jimmy Au, Steven C. H. Hoi
2022	J	`jnl`	BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems. CoRR Guangsen Wang, Samson Tan, Shafiq R. Joty, Gang Wu, Jimmy Au, Steven C. H. Hoi
2022	J	`jnl`	BotSIM: An End-to-End Bot Simulation Toolkit for Commercial Task-Oriented Dialog Systems. CoRR Guangsen Wang, Shafiq R. Joty, Junnan Li, Steven C. H. Hoi
2022	J	`jnl`	Causality-Based Multivariate Time Series Anomaly Detection. CoRR Wenzhuo Yang, Kun Zhang, Steven C. H. Hoi
2022	A*	`conf`	CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting. ICLR Gerald Woo, Chenghao Liu, Doyen Sahoo, Akshat Kumar, Steven C. H. Hoi
2022	J	`jnl`	CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting. CoRR Gerald Woo, Chenghao Liu, Doyen Sahoo, Akshat Kumar, Steven C. H. Hoi
2022	J	`jnl`	CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning. CoRR Hung Le, Yue Wang, Akhilesh Deepak Gotmare, Silvio Savarese, Steven C. H. Hoi
2022	J	`jnl`	Collaborative Refining for Person Re-Identification With Label Noise. IEEE Trans. Image Process. Mang Ye, He Li, Bo Du, Jianbing Shen, Ling Shao, Steven C. H. Hoi
2022	J	`jnl`	Continual Learning: Fast and Slow. CoRR Quang Pham, Chenghao Liu, Steven C. H. Hoi
2022	A*	`conf`	Continual Normalization: Rethinking Batch Normalization for Online Continual Learning. ICLR Quang Pham, Chenghao Liu, Steven C. H. Hoi
2022	J	`jnl`	Continual Normalization: Rethinking Batch Normalization for Online Continual Learning. CoRR Quang Pham, Chenghao Liu, Steven C. H. Hoi
2022	J	`jnl`	Cross-Modal Food Retrieval: Learning a Joint Embedding of Food Images and Recipes With Semantic Consistency and Attention Mechanism. IEEE Trans. Multim. Hao Wang, Doyen Sahoo, Chenghao Liu, Ke Shu, Palakorn Achananuparp, Ee-Peng Lim, Steven C. H. Hoi
2022	J	`jnl`	Cross-Modal Graph With Meta Concepts for Video Captioning. IEEE Trans. Image Process. Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao
2022	J	`jnl`	Decomposing generation networks with structure prediction for recipe generation. Pattern Recognit. Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao
2022	J	`jnl`	Deep Learning for Person Re-Identification: A Survey and Outlook. IEEE Trans. Pattern Anal. Mach. Intell. Mang Ye, Jianbing Shen, Gaojie Lin, Tao Xiang, Ling Shao, Steven C. H. Hoi
2022	J	`jnl`	DeepTIMe: Deep Time-Index Meta-Learning for Non-Stationary Time-Series Forecasting. CoRR Gerald Woo, Chenghao Liu, Doyen Sahoo, Akshat Kumar, Steven C. H. Hoi
2022	—	`conf`	Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5. EMNLP (Findings) Nghi Bui, Yue Wang, Steven C. H. Hoi
2022	J	`jnl`	Detection and rectification of arbitrary shaped scene texts by using text keypoints and links. Pattern Recognit. Chuhui Xue, Shijian Lu, Steven C. H. Hoi
2022	J	`jnl`	Distilled Siamese Networks for Visual Tracking. IEEE Trans. Pattern Anal. Mach. Intell. Jianbing Shen, Yuanpei Liu, Xingping Dong, Xiankai Lu, Fahad Shahbaz Khan, Steven C. H. Hoi
2022	J	`jnl`	ETSformer: Exponential Smoothing Transformers for Time-series Forecasting. CoRR Gerald Woo, Chenghao Liu, Doyen Sahoo, Akshat Kumar, Steven C. H. Hoi
2022	J	`jnl`	Exploring Structural Knowledge for Automated Visual Inspection of Moving Trains. IEEE Trans. Cybern. Cen Chen, Xiaofeng Zou, Zeng Zeng, Zhongyao Cheng, Le Zhang, Steven C. H. Hoi
2022	J	`jnl`	From Images to Textual Prompts: Zero-shot VQA with Frozen Large Language Models. CoRR Jiaxian Guo, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Boyang Li, Dacheng Tao, Steven C. H. Hoi
2022	J	`jnl`	LAVIS: A Library for Language-Vision Intelligence. CoRR Dongxu Li, Junnan Li, Hung Le, Guangsen Wang, Silvio Savarese, Steven C. H. Hoi
2022	J	`jnl`	Learning Fast and Slow for Online Time Series Forecasting. CoRR Quang Pham, Chenghao Liu, Doyen Sahoo, Steven C. H. Hoi
2022	A*	`conf`	Learning Label Modular Prompts for Text Classification in the Wild. EMNLP Hailin Chen, Amrita Saha, Shafiq R. Joty, Steven C. H. Hoi
2022	J	`jnl`	Learning Label Modular Prompts for Text Classification in the Wild. CoRR Hailin Chen, Amrita Saha, Shafiq R. Joty, Steven C. H. Hoi
2022	J	`jnl`	MACE: An Efficient Model-Agnostic Framework for Counterfactual Explanation. CoRR Wenzhuo Yang, Jia Li, Caiming Xiong, Steven C. H. Hoi
2022	J	`jnl`	Masked Unsupervised Self-training for Zero-shot Image Classification. CoRR Junnan Li, Silvio Savarese, Steven C. H. Hoi
2022	—	`conf`	Mining Root Cause Knowledge from Cloud Service Incident Investigations for AIOps. ICSE (SEIP) Amrita Saha, Steven C. H. Hoi
2022	J	`jnl`	Mining Root Cause Knowledge from Cloud Service Incident Investigations for AIOps. CoRR Amrita Saha, Steven C. H. Hoi
2022	—	`conf`	Multimodal Dialogue State Tracking. NAACL-HLT Hung Le, Nancy F. Chen, Steven C. H. Hoi
2022	J	`jnl`	Multimodal Dialogue State Tracking. CoRR Hung Le, Nancy F. Chen, Steven C. H. Hoi
2022	J	`jnl`	OmniXAI: A Library for Explainable AI. CoRR Wenzhuo Yang, Hung Le, Silvio Savarese, Steven C. H. Hoi
2022	A*	`conf`	Paired Cross-Modal Data Augmentation for Fine-Grained Image-to-Text Retrieval. ACM Multimedia Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao
2022	J	`jnl`	Paired Cross-Modal Data Augmentation for Fine-Grained Image-to-Text Retrieval. CoRR Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao
2022	—	`conf`	Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training. EMNLP (Findings) Anthony Meng Huat Tiong, Junnan Li, Boyang Li, Silvio Savarese, Steven C. H. Hoi
2022	J	`jnl`	Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training. CoRR Anthony Meng Huat Tiong, Junnan Li, Boyang Li, Silvio Savarese, Steven C. H. Hoi
2022	—	`conf`	VGNMN: Video-grounded Neural Module Networks for Video-Grounded Dialogue Systems. NAACL-HLT Hung Le, Nancy F. Chen, Steven C. H. Hoi
2022	A*	`conf`	Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding. EMNLP Rishabh Bhardwaj, Amrita Saha, Steven C. H. Hoi, Soujanya Poria
2022	J	`jnl`	Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding. CoRR Rishabh Bhardwaj, Amrita Saha, Steven C. H. Hoi
2022	A*	`conf`	Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning over Text. AAAI Amrita Saha, Shafiq R. Joty, Steven C. H. Hoi
2021	A*	`conf`	A Large-Scale Benchmark for Food Image Segmentation. ACM Multimedia Xiongwei Wu, Xin Fu, Ying Liu, Ee-Peng Lim, Steven C. H. Hoi, Qianru Sun
2021	J	`jnl`	A Large-Scale Benchmark for Food Image Segmentation. CoRR Xiongwei Wu, Xin Fu, Ying Liu, Ee-Peng Lim, Steven C. H. Hoi, Qianru Sun
2021	J	`jnl`	A Theory-Driven Self-Labeling Refinement Method for Contrastive Representation Learning. CoRR Pan Zhou, Caiming Xiong, Xiao-Tong Yuan, Steven C. H. Hoi
2021	A	`conf`	Adapt-and-Adjust: Overcoming the Long-Tail Problem of Multilingual Speech Recognition. Interspeech Genta Indra Winata, Guangsen Wang, Caiming Xiong, Steven C. H. Hoi
2021	A*	`conf`	Adapting Interactional Observation Embedding for Counterfactual Learning to Rank. SIGIR Mouxiang Chen, Chenghao Liu, Jianling Sun, Steven C. H. Hoi
2021	J	`jnl`	Align and Prompt: Video-and-Language Pre-training with Entity Prompts. CoRR Dongxu Li, Junnan Li, Hongdong Li, Juan Carlos Niebles, Steven C. H. Hoi
2021	J	`jnl`	Align before Fuse: Vision and Language Representation Learning with Momentum Distillation. CoRR Junnan Li, Ramprasaath R. Selvaraju, Akhilesh Deepak Gotmare, Shafiq R. Joty, Caiming Xiong, Steven C. H. Hoi
2021	J	`jnl`	Attribute-Aware Pedestrian Detection in a Crowd. IEEE Trans. Multim. Jialiang Zhang, Lixiang Lin, Jianke Zhu, Yang Li, Yun-chen Chen, Yao Hu, Steven C. H. Hoi
2021	J	`jnl`	C CoRR Hung Le, Nancy F. Chen, Steven C. H. Hoi
2021	J	`jnl`	Cascaded Fast and Slow Models for Efficient Semantic Code Search. CoRR Akhilesh Deepak Gotmare, Junnan Li, Shafiq R. Joty, Steven C. H. Hoi
2021	A*	`conf`	CoMatch: Semi-supervised Learning with Contrastive Graph Regularization. ICCV Junnan Li, Caiming Xiong, Steven C. H. Hoi
2021	—	`conf`	CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation. EMNLP (1) Yue Wang, Weishi Wang, Shafiq R. Joty, Steven C. H. Hoi
2021	J	`jnl`	CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation. CoRR Yue Wang, Weishi Wang, Shafiq R. Joty, Steven C. H. Hoi
2021	A*	`conf`	Contextual Transformation Networks for Online Continual Learning. ICLR Quang Pham, Chenghao Liu, Doyen Sahoo, Steven C. H. Hoi
2021	J	`jnl`	Cross-Modal Graph with Meta Concepts for Video Captioning. CoRR Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao
2021	A*	`conf`	Cycle-Consistent Inverse GAN for Text-to-Image Synthesis. ACM Multimedia Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao
2021	J	`jnl`	Cycle-Consistent Inverse GAN for Text-to-Image Synthesis. CoRR Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao
2021	J	`jnl`	Deep Learning for Image Super-Resolution: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. Zhihao Wang, Jian Chen, Steven C. H. Hoi
2021	J	`jnl`	Detection and Rectification of Arbitrary Shaped Scene Texts by using Text Keypoints and Links. CoRR Chuhui Xue, Shijian Lu, Steven C. H. Hoi
2021	A	`conf`	Discrete Listwise Collaborative Filtering for Fast Recommendation. SDM Chenghao Liu, Tao Lu, Zhiyong Cheng, Xin Wang, Jianling Sun, Steven C. H. Hoi
2021	A*	`conf`	DualNet: Continual Learning, Fast and Slow. NeurIPS Quang Pham, Chenghao Liu, Steven C. H. Hoi
2021	J	`jnl`	DualNet: Continual Learning, Fast and Slow. CoRR Quang Pham, Chenghao Liu, Steven C. H. Hoi
2021	J	`jnl`	Improving Tail-Class Representation with Centroid Contrastive Learning. CoRR Anthony Meng Huat Tiong, Junnan Li, Guosheng Lin, Boyang Li, Caiming Xiong, Steven C. H. Hoi
2021	A*	`conf`	Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues. ICLR Hung Le, Nancy F. Chen, Steven C. H. Hoi
2021	J	`jnl`	Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues. CoRR Hung Le, Nancy F. Chen, Steven C. H. Hoi
2021	J	`jnl`	Learning Structural Representations for Recipe Generation and Food Retrieval. CoRR Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao
2021	A*	`conf`	Learning from Noisy Data with Robust Representation Learning. ICCV Junnan Li, Caiming Xiong, Steven C. H. Hoi
2021	J	`jnl`	Merlion: A Machine Learning Library for Time Series. CoRR Aadyot Bhatnagar, Paul Kassianik, Chenghao Liu, Tian Lan, Wenzhuo Yang, Rowan Cassius, Doyen Sahoo, Devansh Arpit, Sri Subramanian, Gerald Woo, Amrita Saha, Arun Kumar Jagota, Gokulakrishnan Gopalakrishnan, Manpreet Singh, K. C. Krithika, Sukumar Maddineni, Dae-ki Cho, Bo Zong, Yingbo Zhou, Caiming Xiong, Silvio Savarese, Steven C. H. Hoi, Huan Wang
2021	A*	`conf`	MoPro: Webly Supervised Learning with Momentum Prototypes. ICLR Junnan Li, Caiming Xiong, Steven C. H. Hoi
2021	A*	`conf`	Node-wise Localization of Graph Neural Networks. IJCAI Zemin Liu, Yuan Fang, Chenghao Liu, Steven C. H. Hoi
2021	J	`jnl`	Node-wise Localization of Graph Neural Networks. CoRR Zemin Liu, Yuan Fang, Chenghao Liu, Steven C. H. Hoi
2021	A	`conf`	On the Diversity and Explainability of Recommender Systems: A Practical Framework for Enterprise App Recommendation. CIKM Wenzhuo Yang, Jia Li, Chenxi Li, Latrice Barnett, Markus Anderle, Simo Arajärvi, Harshavardhan Utharavalli, Caiming Xiong, Steven C. H. Hoi
2021	J	`jnl`	Online learning: A comprehensive survey. Neurocomputing Steven C. H. Hoi, Doyen Sahoo, Jing Lu, Peilin Zhao
2021	J	`jnl`	Paying Attention to Video Object Pattern Understanding. IEEE Trans. Pattern Anal. Mach. Intell. Wenguan Wang, Jianbing Shen, Xiankai Lu, Steven C. H. Hoi, Haibin Ling
2021	A*	`conf`	PolarNet: Learning to Optimize Polar Keypoints for Keypoint Based Object Detection. ICLR Xiongwei Wu, Doyen Sahoo, Steven C. H. Hoi
2021	A*	`conf`	Prototypical Contrastive Learning of Unsupervised Representations. ICLR Junnan Li, Pan Zhou, Caiming Xiong, Steven C. H. Hoi
2021	J	`jnl`	RegNet: Self-Regulated Network for Image Classification. CoRR Jing Xu, Yu Pan, Xinglin Pan, Steven C. H. Hoi, Zhang Yi, Zenglin Xu
2021	A*	`conf`	Relative and Absolute Location Embedding for Few-Shot Node Classification on Graph. AAAI Zemin Liu, Yuan Fang, Chenghao Liu, Steven C. H. Hoi
2021	A	`conf`	Task similarity aware meta learning: theory-inspired improvement on MAML. UAI Pan Zhou, Yingtian Zou, Xiao-Tong Yuan, Jiashi Feng, Caiming Xiong, Steven C. H. Hoi
2021	J	`jnl`	VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks. CoRR Hung Le, Nancy F. Chen, Steven C. H. Hoi
2021	—	`conf`	VisDrone-CC2021: The Vision Meets Drone Crowd Counting Challenge Results. ICCVW 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
2021	—	`conf`	VisDrone-DET2021: The Vision Meets Drone Object detection Challenge Results. ICCVW 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
2021	J	`jnl`	Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning. CoRR Amrita Saha, Shafiq R. Joty, Steven C. H. Hoi
2021	J	`jnl`	Weakly-Supervised Multi-Face 3D Reconstruction. CoRR Jialiang Zhang, Lixiang Lin, Jianke Zhu, Steven C. H. Hoi
2020	J	`jnl`	A Unified Framework for Sparse Online Learning. ACM Trans. Knowl. Discov. Data Peilin Zhao, Dayong Wang, Pengcheng Wu, Steven C. H. Hoi
2020	J	`jnl`	Adapt-and-Adjust: Overcoming the Long-Tail Problem of Multilingual Speech Recognition. CoRR Genta Indra Winata, Guangsen Wang, Caiming Xiong, Steven C. H. Hoi
2020	J	`jnl`	Adaptive Task Sampling for Meta-Learning. CoRR Chenghao Liu, Zhihao Wang, Doyen Sahoo, Yuan Fang, Kun Zhang, Steven C. H. Hoi
2020	—	`conf`	Adaptive Task Sampling for Meta-learning. ECCV (18) Chenghao Liu, Zhihao Wang, Doyen Sahoo, Yuan Fang, Kun Zhang, Steven C. H. Hoi
2020	—	`conf`	BiST: Bi-directional Spatio-Temporal Reasoning for Video-Grounded Dialogues. EMNLP (1) Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi
2020	J	`jnl`	BiST: Bi-directional Spatio-Temporal Reasoning for Video-Grounded Dialogues. CoRR Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi
2020	J	`jnl`	Bilevel Continual Learning. CoRR Quang Pham, Doyen Sahoo, Chenghao Liu, Steven C. H. Hoi
2020	J	`jnl`	CoMatch: Semi-supervised Learning with Contrastive Graph Regularization. CoRR Junnan Li, Caiming Xiong, Steven C. H. Hoi
2020	J	`jnl`	Collaborative online ranking algorithms for multitask learning. Knowl. Inf. Syst. Guangxia Li, Peilin Zhao, Tao Mei, Peng Yang, Yulong Shen, Kuiyu Chang, Steven C. H. Hoi
2020	J	`jnl`	Cross-Modal Food Retrieval: Learning a Joint Embedding of Food Images and Recipes with Semantic Consistency and Attention Mechanism. CoRR Hao Wang, Doyen Sahoo, Chenghao Liu, Ke Shu, Palakorn Achananuparp, Ee-Peng Lim, Steven C. H. Hoi
2020	J	`jnl`	DART: Domain-Adversarial Residual-Transfer networks for unsupervised cross-domain image classification. Neural Networks Xianghong Fang, Haoli Bai, Ziyi Guo, Bin Shen, Steven C. H. Hoi, Zenglin Xu
2020	J	`jnl`	Decomposed Generation Networks with Structure Prediction for Recipe Generation from Food Images. CoRR Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao
2020	J	`jnl`	Deep Learning for Person Re-identification: A Survey and Outlook. CoRR Mang Ye, Jianbing Shen, Gaojie Lin, Tao Xiang, Ling Shao, Steven C. H. Hoi
2020	J	`jnl`	DeepFacade: A Deep Learning Approach to Facade Parsing With Symmetric Loss. IEEE Trans. Multim. Hantang Liu, Yinghao Xu, Jialiang Zhang, Jianke Zhu, Yang Li, Steven C. H. Hoi
2020	—	`conf`	Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading. EMNLP (1) Yifan Gao, Chien-Sheng Wu, Jingjing Li, Shafiq R. Joty, Steven C. H. Hoi, Caiming Xiong, Irwin King, Michael R. Lyu
2020	J	`jnl`	Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading. CoRR Yifan Gao, Chien-Sheng Wu, Jingjing Li, Shafiq R. Joty, Steven C. H. Hoi, Caiming Xiong, Irwin King, Michael R. Lyu
2020	A*	`conf`	Disparity-Aware Domain Adaptation in Stereo Image Restoration. CVPR Bo Yan, Chenxi Ma, Bahetiyaer Bare, Weimin Tan, Steven C. H. Hoi
2020	A*	`conf`	DivideMix: Learning with Noisy Labels as Semi-supervised Learning. ICLR Junnan Li, Richard Socher, Steven C. H. Hoi
2020	J	`jnl`	DivideMix: Learning with Noisy Labels as Semi-supervised Learning. CoRR Junnan Li, Richard Socher, Steven C. H. Hoi
2020	J	`jnl`	EMT: Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading. CoRR Yifan Gao, Chien-Sheng Wu, Shafiq R. Joty, Caiming Xiong, Richard Socher, Irwin King, Michael R. Lyu, Steven C. H. Hoi
2020	A*	`conf`	Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading. ACL Yifan Gao, Chien-Sheng Wu, Shafiq R. Joty, Caiming Xiong, Richard Socher, Irwin King, Michael R. Lyu, Steven C. H. Hoi
2020	J	`jnl`	Extreme Low-Light Imaging with Multi-granulation Cooperative Networks. CoRR Keqi Wang, Peng Gao, Steven C. H. Hoi, Qian Guo, Yuhua Qian
2020	J	`jnl`	Feature agglomeration networks for single stage face detection. Neurocomputing Jialiang Zhang, Xiongwei Wu, Steven C. H. Hoi, Jianke Zhu
2020	J	`jnl`	Hierarchical multimodal attention for end-to-end audio-visual scene-aware dialogue response generation. Comput. Speech Lang. Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi
2020	—	`conf`	Improving Limited Labeled Dialogue State Tracking with Self-Supervision. EMNLP (Findings) Chien-Sheng Wu, Steven C. H. Hoi, Caiming Xiong
2020	A*	`conf`	Learning Transferrable Parameters for Long-tailed Sequential User Behavior Modeling. KDD Jianwen Yin, Chenghao Liu, Weiqing Wang, Jianling Sun, Steven C. H. Hoi
2020	J	`jnl`	Learning Transferrable Parameters for Long-tailed Sequential User Behavior Modeling. CoRR Jianwen Yin, Chenghao Liu, Weiqing Wang, Jianling Sun, Steven C. H. Hoi
2020	A*	`conf`	Learning Video Object Segmentation From Unlabeled Videos. CVPR Xiankai Lu, Wenguan Wang, Jianbing Shen, Yu-Wing Tai, David J. Crandall, Steven C. H. Hoi
2020	J	`jnl`	Learning Video Object Segmentation from Unlabeled Videos. CoRR Xiankai Lu, Wenguan Wang, Jianbing Shen, Yu-Wing Tai, David J. Crandall, Steven C. H. Hoi
2020	A*	`conf`	Meta-RCNN: Meta Learning for Few-Shot Object Detection. ACM Multimedia Xiongwei Wu, Doyen Sahoo, Steven C. H. Hoi
2020	J	`jnl`	MoPro: Webly Supervised Learning with Momentum Prototypes. CoRR Junnan Li, Caiming Xiong, Steven C. H. Hoi
2020	J	`jnl`	Multi-label Thoracic Disease Image Classification with Cross-Attention Networks. CoRR Congbo Ma, Hu Wang, Steven C. H. Hoi
2020	A*	`conf`	Non-Autoregressive Dialog State Tracking. ICLR Hung Le, Richard Socher, Steven C. H. Hoi
2020	J	`jnl`	Non-Autoregressive Dialog State Tracking. CoRR Hung Le, Richard Socher, Steven C. H. Hoi
2020	J	`jnl`	Partially Observable Online Change Detection via Smooth-Sparse Decomposition. CoRR Jie Guo, Hao Yan, Chen Zhang, Steven C. H. Hoi
2020	—	`conf`	Photon: A Robust Cross-Domain Text-to-SQL System. ACL (demo) Jichuan Zeng, Xi Victoria Lin, Steven C. H. Hoi, Richard Socher, Caiming Xiong, Michael R. Lyu, Irwin King
2020	J	`jnl`	Photon: A Robust Cross-Domain Text-to-SQL System. CoRR Jichuan Zeng, Xi Victoria Lin, Caiming Xiong, Richard Socher, Michael R. Lyu, Irwin King, Steven C. H. Hoi
2020	J	`jnl`	Prototypical Contrastive Learning of Unsupervised Representations. CoRR Junnan Li, Pan Zhou, Caiming Xiong, Richard Socher, Steven C. H. Hoi
2020	J	`jnl`	Recent advances in deep learning for object detection. Neurocomputing Xiongwei Wu, Doyen Sahoo, Steven C. H. Hoi
2020	J	`jnl`	Reducing Estimation Bias via Triplet-Average Deep Deterministic Policy Gradient. IEEE Trans. Neural Networks Learn. Syst. Dongming Wu, Xingping Dong, Jianbing Shen, Steven C. H. Hoi
2020	—	`conf`	Response Selection for Multi-Party Conversations with Dynamic Topic Tracking. EMNLP (1) Weishi Wang, Steven C. H. Hoi, Shafiq R. Joty
2020	J	`jnl`	Response Selection for Multi-Party Conversations with Dynamic Topic Tracking. CoRR Weishi Wang, Shafiq R. Joty, Steven C. H. Hoi
2020	J	`jnl`	Robust Graph Learning From Noisy Data. IEEE Trans. Cybern. Zhao Kang, Haiqi Pan, Steven C. H. Hoi, Zenglin Xu
2020	J	`jnl`	Single-shot bidirectional pyramid networks for high-quality object detection. Neurocomputing Xiongwei Wu, Doyen Sahoo, Daoxin Zhang, Jianke Zhu, Steven C. H. Hoi
2020	—	`conf`	Structure-Aware Generation Network for Recipe Generation from Images. ECCV (27) Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao
2020	J	`jnl`	Structure-Aware Generation Network for Recipe Generation from Images. CoRR Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao
2020	—	`conf`	TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue. EMNLP (1) Chien-Sheng Wu, Steven C. H. Hoi, Richard Socher, Caiming Xiong
2020	—	`conf`	The Devil Is in Classification: A Simple Framework for Long-Tail Instance Segmentation. ECCV (14) Tao Wang, Yu Li, Bingyi Kang, Junnan Li, Jun Hao Liew, Sheng Tang, Steven C. H. Hoi, Jiashi Feng
2020	J	`jnl`	The Devil is in Classification: A Simple Framework for Long-tail Instance Segmentation. CoRR Tao Wang, Yu Li, Bingyi Kang, Junnan Li, Jun Hao Liew, Sheng Tang, Steven C. H. Hoi, Jiashi Feng
2020	J	`jnl`	Theory-Inspired Path-Regularized Differential Network Architecture Search. CoRR Pan Zhou, Caiming Xiong, Richard Socher, Steven C. H. Hoi
2020	J	`jnl`	Time-Warped Sparse Non-negative Factorization for Functional Data Analysis. ACM Trans. Knowl. Discov. Data Chen Zhang, Steven C. H. Hoi, Fugee Tsung
2020	J	`jnl`	ToD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogues. CoRR Chien-Sheng Wu, Steven C. H. Hoi, Richard Socher, Caiming Xiong
2020	A	`conf`	Towards Locality-Aware Meta-Learning of Tail Node Embeddings on Networks. CIKM Zemin Liu, Wentao Zhang, Yuan Fang, Xinming Zhang, Steven C. H. Hoi
2020	J	`jnl`	Towards Noise-resistant Object Detection with Noisy Annotations. CoRR Junnan Li, Caiming Xiong, Richard Socher, Steven C. H. Hoi
2020	J	`jnl`	Towards Theoretically Understanding Why SGD Generalizes Better Than ADAM in Deep Learning. CoRR Pan Zhou, Jiashi Feng, Chao Ma, Caiming Xiong, Steven C. H. Hoi, Weinan E
2020	A*	`conf`	Tree-Structured Attention with Hierarchical Accumulation. ICLR Xuan-Phi Nguyen, Shafiq R. Joty, Steven C. H. Hoi, Richard Socher
2020	J	`jnl`	Tree-structured Attention with Hierarchical Accumulation. CoRR Xuan-Phi Nguyen, Shafiq R. Joty, Steven C. H. Hoi, Richard Socher
2020	—	`conf`	UniConv: A Unified Conversational Neural Architecture for Multi-domain Task-oriented Dialogues. EMNLP (1) Hung Le, Doyen Sahoo, Chenghao Liu, Nancy F. Chen, Steven C. H. Hoi
2020	J	`jnl`	UniConv: A Unified Conversational Neural Architecture for Multi-domain Task-oriented Dialogues. CoRR Hung Le, Doyen Sahoo, Chenghao Liu, Nancy F. Chen, Steven C. H. Hoi
2020	—	`conf`	VD-BERT: A Unified Vision and Dialog Transformer with BERT. EMNLP (1) Yue Wang, Shafiq R. Joty, Michael R. Lyu, Irwin King, Caiming Xiong, Steven C. H. Hoi
2020	J	`jnl`	VD-BERT: A Unified Vision and Dialog Transformer with BERT. CoRR Yue Wang, Shafiq R. Joty, Michael R. Lyu, Irwin King, Caiming Xiong, Steven C. H. Hoi
2020	A*	`conf`	Video-Grounded Dialogues with Pretrained Generation Language Models. ACL Hung Le, Steven C. H. Hoi
2020	J	`jnl`	Video-Grounded Dialogues with Pretrained Generation Language Models. CoRR Hung Le, Steven C. H. Hoi
2019	J	`jnl`	Adaptive Cost-Sensitive Online Classification. IEEE Trans. Knowl. Data Eng. Peilin Zhao, Yifan Zhang, Min Wu, Steven C. H. Hoi, Mingkui Tan, Junzhou Huang
2019	J	`jnl`	CSID: Center, Scale, Identity and Density-aware Pedestrian Detection in a Crowd. CoRR Jialiang Zhang, Lixiang Lin, Yun-chen Chen, Yao Hu, Steven C. H. Hoi, Jianke Zhu
2019	J	`jnl`	Classification Calibration for Long-tail Instance Segmentation. CoRR Tao Wang, Yu Li, Bingyi Kang, Junnan Li, Jun Hao Liew, Sheng Tang, Steven C. H. Hoi, Jiashi Feng
2019	A*	`conf`	Compositional Coding for Collaborative Filtering. SIGIR Chenghao Liu, Tao Lu, Xin Wang, Zhiyong Cheng, Jianling Sun, Steven C. H. Hoi
2019	J	`jnl`	Compositional Coding for Collaborative Filtering. CoRR Chenghao Liu, Tao Lu, Xin Wang, Zhiyong Cheng, Jianling Sun, Steven C. H. Hoi
2019	J	`jnl`	Deep Learning for Image Super-resolution: A Survey. CoRR Zhihao Wang, Jian Chen, Steven C. H. Hoi
2019	J	`jnl`	Detecting Cyberattacks in Industrial Control Systems Using Online Learning Algorithms. CoRR Guangxia Li, Yulong Shen, Peilin Zhao, Xiao Lu, Jia Liu, Yangyang Liu, Steven C. H. Hoi
2019	J	`jnl`	Detecting cyberattacks in industrial control systems using online learning algorithms. Neurocomputing Guangxia Li, Yulong Shen, Peilin Zhao, Xiao Lu, Jia Liu, Yangyang Liu, Steven C. H. Hoi
2019	A*	`conf`	Discrete Social Recommendation. AAAI Chenghao Liu, Xin Wang, Tao Lu, Wenwu Zhu, Jianling Sun, Steven C. H. Hoi
2019	A*	`conf`	Dynamic Fusion With Intra- and Inter-Modality Attention Flow for Visual Question Answering. CVPR Peng Gao, Zhengkai Jiang, Haoxuan You, Pan Lu, Steven C. H. Hoi, Xiaogang Wang, Hongsheng Li
2019	A*	`conf`	FoodAI: Food Image Recognition via Deep Learning for Smart Food Logging. KDD Doyen Sahoo, Hao Wang, Shu Ke, Xiongwei Wu, Hung Le, Palakorn Achananuparp, Ee-Peng Lim, Steven C. H. Hoi
2019	J	`jnl`	FoodAI: Food Image Recognition via Deep Learning for Smart Food Logging. CoRR Doyen Sahoo, Hao Wang, Shu Ke, Xiongwei Wu, Hung Le, Palakorn Achananuparp, Ee-Peng Lim, Steven C. H. Hoi
2019	J	`jnl`	Large Scale Online Multiple Kernel Regression with Application to Time-Series Prediction. ACM Trans. Knowl. Discov. Data Doyen Sahoo, Steven C. H. Hoi, Bin Li
2019	A*	`conf`	Learning Cross-Modal Embeddings With Adversarial Networks for Cooking Recipes and Food Images. CVPR Hao Wang, Doyen Sahoo, Chenghao Liu, Ee-Peng Lim, Steven C. H. Hoi
2019	J	`jnl`	Learning Cross-Modal Embeddings with Adversarial Networks for Cooking Recipes and Food Images. CoRR Hao Wang, Doyen Sahoo, Chenghao Liu, Ee-Peng Lim, Steven C. H. Hoi
2019	A*	`conf`	Learning Unsupervised Video Object Segmentation Through Visual Attention. CVPR Wenguan Wang, Hongmei Song, Shuyang Zhao, Jianbing Shen, Sanyuan Zhao, Steven C. H. Hoi, Haibin Ling
2019	—	`conf`	Multi-label Thoracic Disease Image Classification with Cross-Attention Networks. MICCAI (6) Congbo Ma, Hu Wang, Steven C. H. Hoi
2019	—	`conf`	Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems. ACL (1) Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi
2019	J	`jnl`	Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems. CoRR Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi
2019	A*	`conf`	Partially Observable Multi-Sensor Sequential Change Detection: A Combinatorial Multi-Armed Bandit Approach. AAAI Chen Zhang, Steven C. H. Hoi
2019	J	`jnl`	Recent Advances in Deep Learning for Object Detection. CoRR Xiongwei Wu, Doyen Sahoo, Steven C. H. Hoi
2019	A*	`conf`	Robust Estimation of Similarity Transformation for Visual Object Tracking. AAAI Yang Li, Jianke Zhu, Steven C. H. Hoi, Wenjie Song, Zhefeng Wang, Hantang Liu
2019	A	`conf`	Robust Factorization Machine: A Doubly Capped Norms Minimization. SDM Chenghao Liu, Teng Zhang, Jundong Li, Jianwen Yin, Peilin Zhao, Jianling Sun, Steven C. H. Hoi
2019	A*	`conf`	Salient Object Detection With Pyramid Attention and Salient Edges. CVPR Wenguan Wang, Shuyang Zhao, Jianbing Shen, Steven C. H. Hoi, Ali Borji
2019	J	`jnl`	Semi-supervised deep embedded clustering. Neurocomputing Yazhou Ren, Kangrong Hu, Xinyi Dai, Lili Pan, Steven C. H. Hoi, Zenglin Xu
2018	J	`jnl`	Adaptive Cost-sensitive Online Classification. CoRR Peilin Zhao, Yifan Zhang, Min Wu, Steven C. H. Hoi, Mingkui Tan, Junzhou Huang
2018	J	`jnl`	Combination Forecasting Reversion Strategy for Online Portfolio Selection. ACM Trans. Intell. Syst. Technol. Dingjiang Huang, Shunchang Yu, Bin Li, Steven C. H. Hoi, Shuigeng Zhou
2018	J	`jnl`	DART: Domain-Adversarial Residual-Transfer Networks for Unsupervised Cross-Domain Image Classification. CoRR Xianghong Fang, Haoli Bai, Ziyi Guo, Bin Shen, Steven C. H. Hoi, Zenglin Xu
2018	A*	`conf`	Deep Learning for Practical Image Recognition: Case Study on Kaggle Competitions. KDD XuLei Yang, Zeng Zeng, Sin G. Teo, Li Wang, Vijay Chandrasekhar, Steven C. H. Hoi
2018	J	`jnl`	Distributed multi-task classification: a decentralized online learning approach. Mach. Learn. Chi Zhang, Peilin Zhao, Shuji Hao, Yeng Chai Soh, Bu-Sung Lee, Chunyan Miao, Steven C. H. Hoi
2018	J	`jnl`	Dynamic Fusion with Intra- and Inter- Modality Attention Flow for Visual Question Answering. CoRR Peng Gao, Hongsheng Li, Haoxuan You, Zhengkai Jiang, Pan Lu, Steven C. H. Hoi, Xiaogang Wang
2018	J	`jnl`	Face detection using deep learning: An improved faster RCNN approach. Neurocomputing Xudong Sun, Pengcheng Wu, Steven C. H. Hoi
2018	J	`jnl`	Multi-target deep neural networks: Theoretical analysis and implementation. Neurocomputing Zeng Zeng, Nanying Liang, XuLei Yang, Steven C. H. Hoi
2018	J	`jnl`	Online Active Learning with Expert Advice. ACM Trans. Knowl. Discov. Data Shuji Hao, Peiying Hu, Peilin Zhao, Steven C. H. Hoi, Chunyan Miao
2018	A*	`conf`	Online Deep Learning: Learning Deep Neural Networks on the Fly. IJCAI Doyen Sahoo, Quang Pham, Jing Lu, Steven C. H. Hoi
2018	J	`jnl`	Online Learning: A Comprehensive Survey. CoRR Steven C. H. Hoi, Doyen Sahoo, Jing Lu, Peilin Zhao
2018	—	`conf`	Question-Guided Hybrid Convolution for Visual Question Answering. ECCV (1) Peng Gao, Hongsheng Li, Shuang Li, Pan Lu, Yikang Li, Steven C. H. Hoi, Xiaogang Wang
2018	J	`jnl`	Question-Guided Hybrid Convolution for Visual Question Answering. CoRR Peng Gao, Pan Lu, Hongsheng Li, Shuang Li, Yikang Li, Steven C. H. Hoi, Xiaogang Wang
2018	J	`jnl`	Robust Graph Learning from Noisy Data. CoRR Zhao Kang, Haiqi Pan, Steven C. H. Hoi, Zenglin Xu
2018	J	`jnl`	Second-Order Online Active Learning and Its Applications. IEEE Trans. Knowl. Data Eng. Shuji Hao, Jing Lu, Peilin Zhao, Chi Zhang, Steven C. H. Hoi, Chunyan Miao
2018	J	`jnl`	Single-Shot Bidirectional Pyramid Networks for High-Quality Object Detection. CoRR Xiongwei Wu, Daoxin Zhang, Jianke Zhu, Steven C. H. Hoi
2018	J	`jnl`	Sparse Passive-Aggressive Learning for Bounded Online Kernel Methods. ACM Trans. Intell. Syst. Technol. Jing Lu, Doyen Sahoo, Peilin Zhao, Steven C. H. Hoi
2018	—	`ch.`	Twitter Microblog Sentiment Analysis. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. Guangxia Li, Zhen Hai, Peilin Zhao, Kuiyu Chang, Steven C. H. Hoi
2018	J	`jnl`	URLNet: Learning a URL Representation with Deep Learning for Malicious URL Detection. CoRR Hung Le, Quang Pham, Doyen Sahoo, Steven C. H. Hoi
2018	A*	`conf`	Unified Locally Linear Classifiers With Diversity-Promoting Anchor Points. AAAI Chenghao Liu, Teng Zhang, Peilin Zhao, Jianling Sun, Steven C. H. Hoi
2017	J	`jnl`	Collaborative topic regression for online recommender systems: an online and Bayesian approach. Mach. Learn. Chenghao Liu, Tao Jin, Steven C. H. Hoi, Peilin Zhao, Jianling Sun
2017	A*	`conf`	DeepFacade: A Deep Learning Approach to Facade Parsing. IJCAI Hantang Liu, Jialiang Zhang, Jianke Zhu, Steven C. H. Hoi
2017	J	`jnl`	Face Detection using Deep Learning: An Improved Faster RCNN Approach. CoRR Xudong Sun, Pengcheng Wu, Steven C. H. Hoi
2017	J	`jnl`	Feature Agglomeration Networks for Single Stage Face Detection. CoRR Jialiang Zhang, Xiongwei Wu, Jianke Zhu, Steven C. H. Hoi
2017	J	`jnl`	HDIdx: High-dimensional indexing for efficient approximate nearest neighbor search. Neurocomputing Ji Wan, Sheng Tang, Yongdong Zhang, Jintao Li, Pengcheng Wu, Steven C. H. Hoi
2017	A	`conf`	Interactive Social Recommendation. CIKM Xin Wang, Steven C. H. Hoi, Chenghao Liu, Martin Ester
2017	A*	`conf`	Large Scale Kernel Methods for Online AUC Maximization. ICDM Yi Ding, Chenghao Liu, Peilin Zhao, Steven C. H. Hoi
2017	J	`jnl`	Large-Scale Online Feature Selection for Ultra-High Dimensional Sparse Data. ACM Trans. Knowl. Discov. Data Yue Wu, Steven C. H. Hoi, Tao Mei, Nenghai Yu
2017	A*	`conf`	Learning Personalized Preference of Strong and Weak Ties for Social Recommendation. WWW Xin Wang, Steven C. H. Hoi, Martin Ester, Jiajun Bu, Chun Chen
2017	J	`jnl`	Malicious URL Detection using Machine Learning: A Survey. CoRR Doyen Sahoo, Chenghao Liu, Steven C. H. Hoi
2017	J	`jnl`	Online Deep Learning: Learning Deep Neural Networks on the Fly. CoRR Doyen Sahoo, Quang Pham, Jing Lu, Steven C. H. Hoi
2017	A*	`conf`	Online Multitask Relative Similarity Learning. IJCAI Shuji Hao, Peilin Zhao, Yong Liu, Steven C. H. Hoi, Chunyan Miao
2017	A*	`conf`	Projection-free Distributed Online Learning in Networks. ICML Wenpeng Zhang, Peilin Zhao, Wenwu Zhu, Steven C. H. Hoi, Tong Zhang
2017	J	`jnl`	Robust Estimation of Similarity Transformation for Visual Object Tracking with Correlation Filters. CoRR Yang Li, Jianke Zhu, Wenjie Song, Zhefeng Wang, Hantang Liu, Steven C. H. Hoi
2017	J	`jnl`	SOL: A library for scalable online learning algorithms. Neurocomputing Yue Wu, Steven C. H. Hoi, Chenghao Liu, Jing Lu, Doyen Sahoo, Nenghai Yu
2017	J	`jnl`	Scalable Image Retrieval by Sparse Product Quantization. IEEE Trans. Multim. Qingqun Ning, Jianke Zhu, Zhiyuan Zhong, Steven C. H. Hoi, Chun Chen
2017	J	`jnl`	Sparse Online Learning of Image Similarity. ACM Trans. Intell. Syst. Technol. Xingyu Gao, Steven C. H. Hoi, Yongdong Zhang, Jianshe Zhou, Ji Wan, Zhenyu Chen, Jintao Li, Jianke Zhu
2016	J	`jnl`	Adaptive Subgradient Methods for Online AUC Maximization. CoRR Yi Ding, Peilin Zhao, Steven C. H. Hoi, Yew-Soon Ong
2016	C	`conf`	Cost Sensitive Online Multiple Kernel Classification. ACML Doyen Sahoo, Steven C. H. Hoi, Peilin Zhao
2016	A	`conf`	Efficient Multi-Class Selective Sampling on Graphs. UAI Peng Yang, Peilin Zhao, Zhen Hai, Wei Liu, Steven C. H. Hoi, Xiaoli Li
2016	J	`jnl`	Large Scale Online Kernel Learning. J. Mach. Learn. Res. Jing Lu, Steven C. H. Hoi, Jialei Wang, Peilin Zhao, Zhiyong Liu
2016	A	`conf`	Mobile App Tagging. WSDM Ning Chen, Steven C. H. Hoi, Shaohua Li, Xiaokui Xiao
2016	J	`jnl`	OLPS: A Toolbox for On-Line Portfolio Selection. J. Mach. Learn. Res. Bin Li, Doyen Sahoo, Steven C. H. Hoi
2016	A*	`conf`	On Effective Personalized Music Retrieval by Exploring Online User Behaviors. SIGIR Zhiyong Cheng, Jialie Shen, Steven C. H. Hoi
2016	A*	`conf`	Online ARIMA Algorithms for Time Series Prediction. AAAI Chenghao Liu, Steven C. H. Hoi, Peilin Zhao, Jianling Sun
2016	A	`conf`	Online Adaptive Passive-Aggressive Methods for Non-Negative Matrix Factorization and Its Applications. CIKM Chenghao Liu, Steven C. H. Hoi, Peilin Zhao, Jianling Sun, Ee-Peng Lim
2016	J	`jnl`	Online Bayesian Collaborative Topic Regression. CoRR Chenghao Liu, Tao Jin, Steven C. H. Hoi, Peilin Zhao, Jianling Sun
2016	J	`jnl`	Online Multi-Modal Distance Metric Learning with Application to Image Retrieval. IEEE Trans. Knowl. Data Eng. Pengcheng Wu, Steven C. H. Hoi, Peilin Zhao, Chunyan Miao, Zhiyong Liu
2016	J	`jnl`	Online Passive-Aggressive Active learning. Mach. Learn. Jing Lu, Peilin Zhao, Steven C. H. Hoi
2016	A	`conf`	Online Sparse Passive Aggressive Learning with Kernels. SDM Jing Lu, Peilin Zhao, Steven C. H. Hoi
2016	J	`jnl`	Robust Median Reversion Strategy for Online Portfolio Selection. IEEE Trans. Knowl. Data Eng. Dingjiang Huang, Junlong Zhou, Bin Li, Steven C. H. Hoi, Shuigeng Zhou
2016	A*	`conf`	SOAL: Second-Order Online Active Learning. ICDM Shuji Hao, Peilin Zhao, Jing Lu, Steven C. H. Hoi, Chunyan Miao, Chi Zhang
2016	J	`jnl`	SOL: A Library for Scalable Online Learning Algorithms. CoRR Yue Wu, Steven C. H. Hoi, Chenghao Liu, Jing Lu, Doyen Sahoo, Nenghai Yu
2016	J	`jnl`	Scalable Image Retrieval by Sparse Product Quantization. CoRR Qingqun Ning, Jianke Zhu, Zhiyuan Zhong, Steven C. H. Hoi, Chun Chen
2016	J	`jnl`	Soft Confidence-Weighted Learning. ACM Trans. Intell. Syst. Technol. Jialei Wang, Peilin Zhao, Steven C. H. Hoi
2016	A	`conf`	Temporal Kernel Descriptors for Learning with Time-sensitive Patterns. SDM Doyen Sahoo, Abhishek Sharma, Steven C. H. Hoi, Peilin Zhao
2015	J	`jnl`	A Framework of Sparse Online Learning and Its Applications. CoRR Dayong Wang, Pengcheng Wu, Peilin Zhao, Steven C. H. Hoi
2015	—	`conf`	Active Crowdsourcing for Annotation. WI-IAT (2) Shuji Hao, Steven C. H. Hoi, Chunyan Miao, Peilin Zhao
2015	A*	`conf`	An Adaptive Gradient Method for Online AUC Maximization. AAAI Yi Ding, Peilin Zhao, Steven C. H. Hoi, Yew-Soon Ong
2015	J	`jnl`	Budget Online Multiple Kernel Learning. CoRR Jing Lu, Steven C. H. Hoi, Doyen Sahoo, Peilin Zhao
2015	—	`conf`	Candy crushing your sleep. UbiComp/ISWC Adjunct Kasthuri Jayarajah, Meera Radhakrishnan, Steven C. H. Hoi, Archan Misra
2015	A*	`conf`	Cost-Sensitive Online Classification with Adaptive Regularization and Its Applications. ICDM Peilin Zhao, Furen Zhuang, Min Wu, Xiaoli Li, Steven C. H. Hoi
2015	J	`jnl`	Fast Object Retrieval Using Direct Spatial Matching. IEEE Trans. Multim. Zhiyuan Zhong, Jianke Zhu, Steven C. H. Hoi
2015	J	`jnl`	HDIdx: High-Dimensional Indexing for Efficient Approximate Nearest Neighbor Search. CoRR Ji Wan, Sheng Tang, Yongdong Zhang, Jintao Li, Pengcheng Wu, Steven C. H. Hoi
2015	J	`jnl`	LOGO-Net: Large-scale Deep Logo Detection and Brand Recognition with Deep Region-based Convolutional Networks. CoRR Steven C. H. Hoi, Xiongwei Wu, Hantang Liu, Yue Wu, Huiqiong Wang, Hui Xue, Qiang Wu
2015	A	`conf`	Learning Relative Similarity from Data Streams: Active Online Learning Approaches. CIKM Shuji Hao, Peilin Zhao, Steven C. H. Hoi, Chunyan Miao
2015	J	`jnl`	Moving average reversion strategy for on-line portfolio selection. Artif. Intell. Bin Li, Steven C. H. Hoi, Doyen Sahoo, Zhiyong Liu
2015	A*	`conf`	Online Learning to Rank for Content-Based Image Retrieval. IJCAI Ji Wan, Pengcheng Wu, Steven C. H. Hoi, Peilin Zhao, Xingyu Gao, Dayong Wang, Yongdong Zhang, Jintao Li
2015	A*	`conf`	Reliable Patch Trackers: Robust visual tracking by exploiting reliable patches. CVPR Yang Li, Jianke Zhu, Steven C. H. Hoi
2015	—	`conf`	SOLAR: Scalable Online Learning Algorithms for Ranking. ACL (1) Jialei Wang, Ji Wan, Yongdong Zhang, Steven C. H. Hoi
2015	A*	`conf`	Semi-Universal Portfolios with Transaction Costs. IJCAI Dingjiang Huang, Yan Zhu, Bin Li, Shuigeng Zhou, Steven C. H. Hoi
2015	A	`conf`	SimApp: A Framework for Detecting Similar Mobile Applications by Online Kernel Learning. WSDM Ning Chen, Steven C. H. Hoi, Shaohua Li, Xiaokui Xiao
2014	A*	`conf`	AR-miner: mining informative reviews for developers from mobile app marketplace. ICSE Ning Chen, Jialiu Lin, Steven C. H. Hoi, Xiaokui Xiao, Boshen Zhang
2014	J	`jnl`	Collaborative Online Multitask Learning. IEEE Trans. Knowl. Data Eng. Guangxia Li, Steven C. H. Hoi, Kuiyu Chang, Wenting Liu, Ramesh C. Jain
2014	J	`jnl`	Community Discovery from Social Media by Low-Rank Matrix Recovery. ACM Trans. Intell. Syst. Technol. Jinfeng Zhuang, Tao Mei, Steven C. H. Hoi, Xian-Sheng Hua, Yongdong Zhang
2014	J	`jnl`	Cost-Sensitive Online Classification. IEEE Trans. Knowl. Data Eng. Jialei Wang, Peilin Zhao, Steven C. H. Hoi
2014	J	`jnl`	Coupling Graphs, Efficient Algorithmsand B-Cell Epitope Prediction. IEEE ACM Trans. Comput. Biol. Bioinform. Liang Zhao, Steven C. H. Hoi, Zhenhua Li, Limsoon Wong, Hung T. Nguyen, Jinyan Li
2014	J	`jnl`	FSpH: Fitted spectral hashing for efficient similarity search. Comput. Vis. Image Underst. Yong-Dong Zhang, Yu Wang, Sheng Tang, Steven C. H. Hoi, Jin-Tao Li
2014	J	`jnl`	Graph Matching by Simplified Convex-Concave Relaxation Procedure. Int. J. Comput. Vis. Zhiyong Liu, Hong Qiao, Xu Yang, Steven C. H. Hoi
2014	A*	`conf`	High-Dimensional Data Stream Classification via Sparse Online Learning. ICDM Dayong Wang, Pengcheng Wu, Peilin Zhao, Yue Wu, Chunyan Miao, Steven C. H. Hoi
2014	J	`jnl`	Identifying essential pairwise interactions in elastic network model using the alpha shape theory. J. Comput. Chem. Fei Xia, Dudu Tong, Lifeng Yang, Dayong Wang, Steven C. H. Hoi, Patrice Koehl, Lanyuan Lu
2014	J	`jnl`	Integrating water exclusion theory into βcontacts to predict binding free energy changes and binding hot spots. BMC Bioinform. Qian Liu, Steven C. H. Hoi, Chee Keong Kwoh, Limsoon Wong, Jinyan Li
2014	J	`jnl`	LIBOL: a library for online learning algorithms. J. Mach. Learn. Res. Steven C. H. Hoi, Jialei Wang, Peilin Zhao
2014	A*	`conf`	Learning Relative Similarity by Stochastic Dual Coordinate Ascent. AAAI Pengcheng Wu, Yi Ding, Peilin Zhao, Chunyan Miao, Steven C. H. Hoi
2014	J	`jnl`	Massive-scale Online Feature Selection for Sparse Ultra-high Dimensional Data. CoRR Yue Wu, Steven C. H. Hoi, Tao Mei
2014	J	`jnl`	Mining Weakly Labeled Web Facial Images for Search-Based Face Annotation. IEEE Trans. Knowl. Data Eng. Dayong Wang, Steven C. H. Hoi, Ying He, Jianke Zhu
2014	J	`jnl`	Online Feature Selection and Its Applications. IEEE Trans. Knowl. Data Eng. Jialei Wang, Peilin Zhao, Steven C. H. Hoi, Rong Jin
2014	J	`jnl`	Online Multiple Kernel Similarity Learning for Visual Search. IEEE Trans. Pattern Anal. Mach. Intell. Hao Xia, Steven C. H. Hoi, Rong Jin, Peilin Zhao
2014	C	`conf`	Online Passive Aggressive Active Learning and Its Applications. ACML Jing Lu, Peilin Zhao, Steven C. H. Hoi
2014	J	`jnl`	Online Transfer Learning. Artif. Intell. Peilin Zhao, Steven C. H. Hoi, Jialei Wang, Bin Li
2014	A*	`conf`	Online multiple kernel regression. KDD Doyen Sahoo, Steven C. H. Hoi, Bin Li
2014	J	`jnl`	Online portfolio selection: A survey. ACM Comput. Surv. Bin Li, Steven C. H. Hoi
2014	J	`jnl`	Retrieval-Based Face Annotation by Weak Label Regularized Local Coordinate Coding. IEEE Trans. Pattern Anal. Mach. Intell. Dayong Wang, Steven C. H. Hoi, Ying He, Jianke Zhu, Tao Mei, Jiebo Luo
2014	A*	`conf`	SOML: Sparse Online Metric Learning with Application to Image Retrieval. AAAI Xingyu Gao, Steven C. H. Hoi, Yongdong Zhang, Ji Wan, Jintao Li
2014	J	`jnl`	Software process evaluation: a machine learning framework with application to defect management process. Empir. Softw. Eng. Ning Chen, Steven C. H. Hoi, Xiaokui Xiao
2014	—	`ch.`	Twitter Microblog Sentiment Analysis. Encyclopedia of Social Network Analysis and Mining Guangxia Li, Kuiyu Chang, Steven C. H. Hoi
2013	A	`conf`	Active Learning with Expert Advice. UAI Peilin Zhao, Steven C. H. Hoi, Jinfeng Zhuang
2013	J	`jnl`	Active Learning with Expert Advice. CoRR Peilin Zhao, Steven C. H. Hoi, Jinfeng Zhuang
2013	J	`jnl`	Classification in P2P networks with cascade support vector machines. ACM Trans. Knowl. Discov. Data Hock Hee Ang, Vivekanand Gopalkrishnan, Steven C. H. Hoi, Wee Keong Ng
2013	J	`jnl`	Confidence Weighted Mean Reversion Strategy for Online Portfolio Selection. ACM Trans. Knowl. Discov. Data Bin Li, Steven C. H. Hoi, Peilin Zhao, Vivekanand Gopalkrishnan
2013	A	`conf`	Cost-Sensitive Double Updating Online Learning and Its Application to Online Anomaly Detection. SDM Steven C. H. Hoi, Peilin Zhao
2013	A*	`conf`	Cost-sensitive online active learning with application to malicious URL detection. KDD Peilin Zhao, Steven C. H. Hoi
2013	—	`conf`	FANS: face annotation by searching large-scale web facial images. WWW (Companion Volume) Steven C. H. Hoi, Dayong Wang, I. Yeu Cheng, Elmer Weijie Lin, Jianke Zhu, Ying He, Chunyan Miao
2013	J	`jnl`	Introduction: special issue of selected papers of ACML 2012. Mach. Learn. Zhi-Hua Zhou, Wee Sun Lee, Steven C. H. Hoi, Wray L. Buntine, Hiroshi Motoda
2013	A*	`conf`	Large Scale Online Kernel Classification. IJCAI Steven C. H. Hoi, Jialei Wang, Peilin Zhao, Jinfeng Zhuang, Zhiyong Liu
2013	A*	`conf`	Learning to name faces: a multimodal learning scheme for search-based face annotation. SIGIR Dayong Wang, Steven C. H. Hoi, Pengcheng Wu, Jianke Zhu, Ying He, Chunyan Miao
2013	J	`jnl`	MKBoost: A Framework of Multiple Kernel Boosting. IEEE Trans. Knowl. Data Eng. Hao Xia, Steven C. H. Hoi
2013	J	`jnl`	Online Multiple Kernel Classification. Mach. Learn. Steven C. H. Hoi, Rong Jin, Peilin Zhao, Tianbao Yang
2013	A	`conf`	Online multi-modal distance learning for scalable multimedia retrieval. WSDM Hao Xia, Pengcheng Wu, Steven C. H. Hoi
2013	A	`conf`	Online multi-task collaborative filtering for on-the-fly recommender systems. RecSys Jialei Wang, Steven C. H. Hoi, Peilin Zhao, Zhiyong Liu
2013	A*	`conf`	Online multimodal deep similarity learning with application to image retrieval. ACM Multimedia Pengcheng Wu, Steven C. H. Hoi, Hao Xia, Peilin Zhao, Dayong Wang, Chunyan Miao
2013	J	`jnl`	Predictive Handling of Asynchronous Concept Drifts in Distributed Environments. IEEE Trans. Knowl. Data Eng. Hock Hee Ang, Vivekanand Gopalkrishnan, Indre Zliobaite, Mykola Pechenizkiy, Steven C. H. Hoi
2013	A*	`conf`	Robust Median Reversion Strategy for On-Line Portfolio Selection. IJCAI Dingjiang Huang, Junlong Zhou, Bin Li, Steven C. H. Hoi, Shuigeng Zhou
2013	C	`conf`	Second Order Online Collaborative Filtering. ACML Jing Lu, Steven C. H. Hoi, Jialei Wang
2012	J	`jnl`	B-cell epitope prediction through a graph model. BMC Bioinform. Liang Zhao, Limsoon Wong, Lanyuan Lu, Steven C. H. Hoi, Jinyan Li
2012	—	`conf`	BDUOL: Double Updating Online Learning on a Fixed Budget. ECML/PKDD (1) Peilin Zhao, Steven C. H. Hoi
2012	A*	`conf`	Boosting multi-kernel locality-sensitive hashing for scalable image retrieval. SIGIR Hao Xia, Pengcheng Wu, Steven C. H. Hoi, Rong Jin
2012	A*	`conf`	Cost-Sensitive Online Classification. ICDM Jialei Wang, Peilin Zhao, Steven C. H. Hoi
2012	J	`jnl`	Exact Soft Confidence-Weighted Learning CoRR Jialei Wang, Peilin Zhao, Steven C. H. Hoi
2012	A*	`conf`	Exact Soft Confidence-Weighted Learning. ICML Steven C. H. Hoi, Jialei Wang, Peilin Zhao
2012	J	`jnl`	Fast Bounded Online Gradient Descent Algorithms for Scalable Kernel-Based Online Learning CoRR Peilin Zhao, Jialei Wang, Pengcheng Wu, Rong Jin, Steven C. H. Hoi
2012	A*	`conf`	Fast Bounded Online Gradient Descent Algorithms for Scalable Kernel-Based Online Learning. ICML Steven C. H. Hoi, Jialei Wang, Peilin Zhao, Rong Jin, Pengcheng Wu
2012	J	`jnl`	Introduction to the Special Section on Distance Metric Learning in Intelligent Systems. ACM Trans. Intell. Syst. Technol. Steven C. H. Hoi, Rong Jin, Jinhui Tang, Zhi-Hua Zhou
2012	J	`jnl`	Learning Bregman Distance Functions for Semi-Supervised Clustering. IEEE Trans. Knowl. Data Eng. Lei Wu, Steven C. H. Hoi, Rong Jin, Jianke Zhu, Nenghai Yu
2012	J	`jnl`	Modeling and Compressing 3-D Facial Expressions Using Geometry Videos. IEEE Trans. Circuits Syst. Video Technol. Jiazhi Xia, Dao Thi Phuong Quynh, Ying He, Xiaoming Chen, Steven C. H. Hoi
2012	J	`jnl`	Multiview Semi-Supervised Learning with Consensus. IEEE Trans. Knowl. Data Eng. Guangxia Li, Kuiyu Chang, Steven C. H. Hoi
2012	J	`jnl`	On-Line Portfolio Selection with Moving Average Reversion CoRR Bin Li, Steven C. H. Hoi
2012	A*	`conf`	On-Line Portfolio Selection with Moving Average Reversion. ICML Bin Li, Steven C. H. Hoi
2012	J	`jnl`	On-Line Portfolio Selection: A Survey CoRR Bin Li, Steven C. H. Hoi
2012	A*	`conf`	Online Kernel Selection: Algorithms and Evaluations. AAAI Tianbao Yang, Mehrdad Mahdavi, Rong Jin, Jinfeng Yi, Steven C. H. Hoi
2012	—	`conf`	Online feature selection for mining big data. BigMine Steven C. H. Hoi, Jialei Wang, Peilin Zhao, Rong Jin
2012	J	`jnl`	PAMR: Passive aggressive mean reversion strategy for portfolio selection. Mach. Learn. Bin Li, Peilin Zhao, Steven C. H. Hoi, Vivekanand Gopalkrishnan
2012	C	`conf`	Preface. ACML Steven C. H. Hoi, Wray L. Buntine
2012	C	`ed.`	Proceedings of the 4th Asian Conference on Machine Learning, ACML 2012, Singapore, Singapore, November 4-6, 2012 ACML Steven C. H. Hoi, Wray L. Buntine
2011	J	`jnl`	A Family of Simple Non-Parametric Kernel Learning Algorithms. J. Mach. Learn. Res. Jinfeng Zhuang, Ivor W. Tsang, Steven C. H. Hoi
2011	A	`conf`	A two-view learning approach for image tag ranking. WSDM Jinfeng Zhuang, Steven C. H. Hoi
2011	J	`jnl`	Active multiple kernel learning for interactive 3D object retrieval systems. ACM Trans. Interact. Intell. Syst. Steven C. H. Hoi, Rong Jin
2011	—	`conf`	An Effective Approach to Pose Invariant 3D Face Recognition. MMM (1) Dayong Wang, Steven C. H. Hoi, Ying He
2011	J	`jnl`	CORN: Correlation-driven nonparametric learning approach for portfolio selection. ACM Trans. Intell. Syst. Technol. Bin Li, Steven C. H. Hoi, Vivekanand Gopalkrishnan
2011	A	`conf`	Collaborative online learning of user generated content. CIKM Guangxia Li, Kuiyu Chang, Steven C. H. Hoi, Wenting Liu, Ramesh C. Jain
2011	A	`conf`	Confidence Weighted Mean Reversion Strategy for On-Line Portfolio Selection. AISTATS Bin Li, Steven C. H. Hoi, Peilin Zhao, Vivekanand Gopalkrishnan
2011	J	`jnl`	Distance metric learning from uncertain side information for automated photo tagging. ACM Trans. Intell. Syst. Technol. Lei Wu, Steven C. H. Hoi, Rong Jin, Jianke Zhu, Nenghai Yu
2011	J	`jnl`	Double Updating Online Learning. J. Mach. Learn. Res. Peilin Zhao, Steven C. H. Hoi, Rong Jin
2011	J	`jnl`	Enhancing Bag-of-Words Models with Semantics-Preserving Metric Learning. IEEE Multim. Lei Wu, Steven C. H. Hoi
2011	A	`conf`	MKBoost: A Framework of Multiple Kernel Boosting. SDM Hao Xia, Steven C. H. Hoi
2011	A	`conf`	Mining social images with distance metric learning for automated image tagging. WSDM Pengcheng Wu, Steven C. H. Hoi, Peilin Zhao, Ying He
2011	A*	`conf`	Mining weakly labeled web facial images for search-based face annotation. SIGIR Dayong Wang, Steven C. H. Hoi, Ying He
2011	A*	`conf`	Modeling 3D articulated motions with conformal geometry videos (CGVs). ACM Multimedia Dao Thi Phuong Quynh, Ying He, Xiaoming Chen, Jiazhi Xia, Qian Sun, Steven C. H. Hoi
2011	A*	`conf`	Modeling social strength in social media community via kernel-based learning. ACM Multimedia Jinfeng Zhuang, Tao Mei, Steven C. H. Hoi, Xian-Sheng Hua, Shipeng Li
2011	J	`jnl`	Near-duplicate keyframe retrieval by semi-supervised learning and nonrigid image matching. ACM Trans. Multim. Comput. Commun. Appl. Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu, Shuicheng Yan
2011	A*	`conf`	Online AUC Maximization. ICML Peilin Zhao, Steven C. H. Hoi, Rong Jin, Tianbao Yang
2011	—	`conf`	Randomly Projected KD-Trees with Distance Metric Learning for Image Retrieval. MMM (2) Pengcheng Wu, Steven C. H. Hoi, Duc Dung Nguyen, Ying He
2011	A*	`conf`	Retrieval-based face annotation by weak label regularized local coordinate coding. ACM Multimedia Dayong Wang, Steven C. H. Hoi, Ying He, Jianke Zhu
2011	A*	`conf`	SIRE: a social image retrieval engine. ACM Multimedia Steven C. H. Hoi, Pengcheng Wu
2011	—	`ch.`	Social Image Tag Ranking by Two-View Learning. Social Media Modeling and Computing Jinfeng Zhuang, Steven C. H. Hoi
2011	—	`book`	Social Media Modeling and Computing. Steven C. H. Hoi, Jiebo Luo, Susanne Boll, Dong Xu, Rong Jin
2011	A*	`conf`	Software process evaluation: A machine learning approach. ASE Ning Chen, Steven C. H. Hoi, Xiaokui Xiao
2011	J	`jnl`	Spectral Geometry Image: Image Based 3D Models for Digital Broadcasting Applications. IEEE Trans. Broadcast. Boon-Seng Chew, Lap-Pui Chau, Ying He, Dayong Wang, Steven C. H. Hoi
2011	J	`jnl`	Structural analysis of the hot spots in the binding between H1N1 HA and the 2D1 antibody: do mutations of H1N1 from 1918 to 2009 affect much on this binding? Bioinform. Qian Liu, Steven C. H. Hoi, Chinh T. T. Su, Zhenhua Li, Chee Keong Kwoh, Limsoon Wong, Jinyan Li
2011	A	`conf`	Two-Layer Multiple Kernel Learning. AISTATS Jinfeng Zhuang, Ivor W. Tsang, Steven C. H. Hoi
2011	C	`conf`	Unsupervised Multiple Kernel Learning. ACML Jialei Wang, Jinfeng Zhuang, Steven C. H. Hoi
2011	A*	`conf`	WSM2011: third ACM workshop on social media. ACM Multimedia Steven C. H. Hoi, Michal Jacovi, Ioannis Kompatsiaris, Jiebo Luo, Konstantinos Tserpes
2011	Misc	`conf`	When recommendation meets mobile: contextual and personalized recommendation on the go. UbiComp Jinfeng Zhuang, Tao Mei, Steven C. H. Hoi, Ying-Qing Xu, Shipeng Li
2010	J	`jnl`	A Boosting Framework for Visuality-Preserving Distance Metric Learning and Its Application to Medical Image Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. Liu Yang, Rong Jin, Lily B. Mummert, Rahul Sukthankar, Adam Goode, Bin Zheng, Steven C. H. Hoi, Mahadev Satyanarayanan
2010	—	`conf`	Adaptive Ensemble Classification in P2P Networks. DASFAA (1) Hock Hee Ang, Vivekanand Gopalkrishnan, Steven C. H. Hoi, Wee Keong Ng
2010	A	`conf`	Exclusive Lasso for Multi-task Feature Selection. AISTATS Yang Zhou, Rong Jin, Steven C. H. Hoi
2010	A*	`conf`	Micro-blogging Sentiment Detection by Collaborative Online Learning. ICDM Guangxia Li, Steven C. H. Hoi, Kuiyu Chang, Ramesh C. Jain
2010	A*	`conf`	Modeling 3D facial expressions using geometry videos. ACM Multimedia Jiazhi Xia, Ying He, Dao Thi Phuong Quynh, Xiaoming Chen, Steven C. H. Hoi
2010	—	`conf`	Non-parametric kernel ranking approach for social image retrieval. CIVR Jinfeng Zhuang, Steven C. H. Hoi
2010	A*	`conf`	OTL: A Framework of Online Transfer Learning. ICML Peilin Zhao, Steven C. H. Hoi
2010	—	`conf`	On Classifying Drifting Concepts in P2P Networks. ECML/PKDD (1) Hock Hee Ang, Vivekanand Gopalkrishnan, Wee Keong Ng, Steven C. H. Hoi
2010	B	`conf`	Online Multiple Kernel Learning: Algorithms and Mistake Bounds. ALT Rong Jin, Steven C. H. Hoi, Tianbao Yang
2010	J	`jnl`	P2PDocTagger: Content management through automated P2P collaborative tagging. Proc. VLDB Endow. Hock Hee Ang, Vivekanand Gopalkrishnan, Wee Keong Ng, Steven C. H. Hoi
2010	—	`ed.`	Proceedings of second ACM SIGMM workshop on Social media, WSM@MM 2010, Firenze, Italy, October 25, 2010 WSM@MM Susanne Boll, Steven C. H. Hoi, Jiebo Luo, Roelof van Zwol, Rong Jin, Irwin King, Yiannis Kompatsiaris, Dong Xu
2010	—	`conf`	Satrap: Data and Network Heterogeneity Aware P2P Data-Mining. PAKDD (2) Hock Hee Ang, Vivekanand Gopalkrishnan, Anwitaman Datta, Wee Keong Ng, Steven C. H. Hoi
2010	J	`jnl`	Semantics-Preserving Bag-of-Words Models and Applications. IEEE Trans. Image Process. Lei Wu, Steven C. H. Hoi, Nenghai Yu
2010	J	`jnl`	Semi-supervised distance metric learning for collaborative image retrieval and clustering. ACM Trans. Multim. Comput. Commun. Appl. Steven C. H. Hoi, Wei Liu, Shih-Fu Chang
2010	A	`conf`	Two-View Transductive Support Vector Machines. SDM Guangxia Li, Steven C. H. Hoi, Kuiyu Chang
2010	A*	`conf`	WSM'10: 2nd ACM workshop on social media. ACM Multimedia Susanne Boll, Steven C. H. Hoi, Roelof van Zwol, Jiebo Luo
2009	J	`jnl`	Batch Mode Active Learning with Applications to Text Categorization and Image Retrieval. IEEE Trans. Knowl. Data Eng. Steven C. H. Hoi, Rong Jin, Michael R. Lyu
2009	—	`conf`	Communication-Efficient Classification in P2P Networks. ECML/PKDD (1) Hock Hee Ang, Vivekanand Gopalkrishnan, Wee Keong Ng, Steven C. H. Hoi
2009	—	`conf`	DUOL: A Double Updating Approach for Online Learning. NIPS Peilin Zhao, Steven C. H. Hoi, Rong Jin
2009	A*	`conf`	Distance metric learning from uncertain side information with application to automated photo tagging. ACM Multimedia Lei Wu, Steven C. H. Hoi, Rong Jin, Jianke Zhu, Nenghai Yu
2009	A*	`conf`	First ACM SIGMM international workshop onsocial media (WSM'09). ACM Multimedia Susanne Boll, Steven C. H. Hoi, Jiebo Luo, Rong Jin, Irwin King, Dong Xu
2009	—	`conf`	Learning Bregman Distance Functions and Its Application for Semi-Supervised Clustering. NIPS Lei Wu, Rong Jin, Steven C. H. Hoi, Jianke Zhu, Nenghai Yu
2009	A*	`conf`	Nonrigid shape recovery by Gaussian process regression. CVPR Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu
2009	—	`ed.`	Proceedings of the first SIGMM workshop on Social media, WSM@MM 2009, Beijing, China, October 23, 2009 WSM@MM Susanne Boll, Steven C. H. Hoi, Jiebo Luo, Rong Jin, Irwin King, Dong Xu
2009	—	`conf`	Semantics-preserving bag-of-words models for efficient image annotation. LS-MMRM@ACM Multimedia Lei Wu, Steven C. H. Hoi, Nenghai Yu
2009	J	`jnl`	Semisupervised SVM batch mode active learning with applications to image retrieval. ACM Trans. Inf. Syst. Steven C. H. Hoi, Rong Jin, Jianke Zhu, Michael R. Lyu
2009	A*	`conf`	SimpleNPKL: simple non-parametric kernel learning. ICML Jinfeng Zhuang, Ivor W. Tsang, Steven C. H. Hoi
2009	A*	`conf`	Unsupervised face alignment by robust nonrigid mapping. ICCV Jianke Zhu, Luc Van Gool, Steven C. H. Hoi
2009	A*	`conf`	Web Query Recommendation via Sequential Query Prediction. ICDE Qi He, Daxin Jiang, Zhen Liao, Steven C. H. Hoi, Kuiyu Chang, Ee-Peng Lim, Hang Li
2008	J	`jnl`	A Multimodal and Multilevel Ranking Scheme for Large-Scale Video Retrieval. IEEE Trans. Multim. Steven C. H. Hoi, Michael R. Lyu
2008	A*	`conf`	Active kernel learning. ICML Steven C. H. Hoi, Rong Jin
2008	—	`conf`	An Effective Approach to 3D Deformable Surface Tracking. ECCV (3) Jianke Zhu, Steven C. H. Hoi, Zenglin Xu, Michael R. Lyu
2008	—	`conf`	Cascade RSVM in Peer-to-Peer Networks. ECML/PKDD (1) Hock Hee Ang, Vivekanand Gopalkrishnan, Steven C. H. Hoi, Wee Keong Ng
2008	—	`conf`	Classification in P2P Networks by Bagging Cascade RSVMs. DBISP2P Hock Hee Ang, Vivekanand Gopalkrishnan, Steven C. H. Hoi, Wee Keong Ng, Anwitaman Datta
2008	J	`jnl`	Face Annotation Using Transductive Kernel Fisher Discriminant. IEEE Trans. Multim. Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu
2008	A*	`conf`	Near-duplicate keyframe retrieval by nonrigid image matching. ACM Multimedia Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu, Shuicheng Yan
2008	—	`conf`	On profiling blogs with representative entries. AND Jinfeng Zhuang, Steven C. H. Hoi, Aixin Sun
2008	—	`conf`	Output Regularized Metric Learning with Side Information. ECCV (3) Wei Liu, Steven C. H. Hoi, Jianzhuang Liu
2008	A	`conf`	Representative entry selection for profiling blogs. CIKM Jinfeng Zhuang, Steven C. H. Hoi, Aixin Sun, Rong Jin
2008	J	`jnl`	Robust Regularized Kernel Regression. IEEE Trans. Syst. Man Cybern. Part B Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu
2008	A*	`conf`	Semi-Supervised Ensemble Ranking. AAAI Steven C. H. Hoi, Rong Jin
2008	A*	`conf`	Semi-supervised SVM batch mode active learning for image retrieval. CVPR Steven C. H. Hoi, Rong Jin, Jianke Zhu, Michael R. Lyu
2008	A*	`conf`	Semi-supervised distance metric learning for Collaborative Image Retrieval. CVPR Steven C. H. Hoi, Wei Liu, Shih-Fu Chang
2007	A*	`conf`	A Multi-Scale Tikhonov Regularization Scheme for Implicit Surface Modelling. CVPR Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu
2007	—	`conf`	A Multimodal and Multilevel Ranking Framework for Content-Based Video Retrieval. ICASSP (4) Steven C. H. Hoi, Michael R. Lyu
2007	—	`conf`	Cross-Language and Cross-Media Image Retrieval: An Empirical Study at ImageCLEF2007. CLEF Steven C. H. Hoi
2007	—	`conf`	Cross-Language and Cross-Media Image Retrieval: An Empirical Study at ImageCLEF2007. CLEF (Working Notes) Steven C. H. Hoi
2007	A*	`conf`	Learning nonparametric kernel matrices from pairwise constraints. ICML Steven C. H. Hoi, Rong Jin, Michael R. Lyu
2007	—	`conf`	Overview of the ImageCLEF 2007 Object Retrieval Task. CLEF Thomas Deselaers, Allan Hanbury, Ville Viitaniemi, András A. Benczúr, Mátyás Brendel, Bálint Daróczy, Hugo Jair Escalante Balderas, Theo Gevers, Carlos Arturo Hernández-Gracidas, Steven C. H. Hoi, Jorma Laaksonen, Mingjing Li, Heidy Marisol Marín-Castro, Hermann Ney, Xiaoguang Rui, Nicu Sebe, Julian Stöttinger, Lei Wu
2007	—	`conf`	Overview of the ImageCLEF 2007 Object Retrieval Task. CLEF (Working Notes) Thomas Deselaers, Allan Hanbury, Ville Viitaniemi, András A. Benczúr, Mátyás Brendel, Bálint Daróczy, Hugo Jair Escalante Balderas, Theo Gevers, Carlos Arturo Hernández-Gracidas, Steven C. H. Hoi, Jorma Laaksonen, Mingjing Li, Heidy Marisol Marín-Castro, Hermann Ney, Xiaoguang Rui, Nicu Sebe, Julian Stöttinger, Lei Wu
2007	—	`conf`	Similarity Beyond Distance Measurement. RIAO Feng Kang, Rong Jin, Steven C. H. Hoi
2006	J	`jnl`	A Unified Log-Based Relevance Feedback Scheme for Image Retrieval. IEEE Trans. Knowl. Data Eng. Steven C. H. Hoi, Michael R. Lyu, Rong Jin
2006	A*	`conf`	Batch mode active learning and its application to medical image classification. ICML Steven C. H. Hoi, Rong Jin, Jianke Zhu, Michael R. Lyu
2006	—	`conf`	Chinese University of Hong Kong at TRECVID 2006: Shot Boundary Detection and Video Search. TRECVID Steven C. H. Hoi, Lawson L. S. Wong, Albert Lyu
2006	J	`jnl`	Collaborative image retrieval via regularized metric learning. Multim. Syst. Luo Si, Rong Jin, Steven C. H. Hoi, Michael R. Lyu
2006	A*	`conf`	Large-scale text categorization by batch mode active learning. WWW Steven C. H. Hoi, Rong Jin, Michael R. Lyu
2006	—	`conf`	Learning Distance Metrics with Contextual Constraints for Image Retrieval. CVPR (2) Steven C. H. Hoi, Wei Liu, Michael R. Lyu, Wei-Ying Ma
2006	A*	`conf`	Learning the unified kernel machines for classification. KDD Steven C. H. Hoi, Michael R. Lyu, Edward Y. Chang
2006	—	`conf`	Real-Time Non-rigid Shape Recovery Via Active Appearance Models for Augmented Reality. ECCV (1) Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu
2006	A*	`conf`	Time-dependent semantic similarity measure of queries using historical click-through data. WWW Qiankun Zhao, Steven C. H. Hoi, Tie-Yan Liu, Sourav S. Bhowmick, Michael R. Lyu, Wei-Ying Ma
2005	—	`conf`	A Semi-Supervised Active Learning Framework for Image Retrieval. CVPR (2) Steven C. H. Hoi, Michael R. Lyu
2005	—	`conf`	CUHK Experiments with ImageCLEF 2005. CLEF (Working Notes) Steven C. H. Hoi, Jianke Zhu, Michael R. Lyu
2005	—	`conf`	CUHK at ImageCLEF 2005: Cross-Language and Cross-Media Image Retrieval. CLEF Steven C. H. Hoi, Jianke Zhu, Michael R. Lyu
2005	—	`conf`	Integrating User Feedback Log into Relevance Feedback by Coupled SVM for Content-Based Image Retrieval. ICDE Workshops Steven C. H. Hoi, Michael R. Lyu, Rong Jin