Hoi, Steven

Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation

Li, J., Li, D., Xiong, C., & Hoi, S. (2022) · arXiv

Multimodal Machine Learning ApplicationsImage Retrieval and Classification Techniques

Cited by 1,741

CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation

Wang, Y., Wang, W., Joty, S., & Hoi, S. C. H. (2021) · arXiv

Software Engineering ResearchTopic Modeling

Cited by 1,495

CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation

Wang, Y., Wang, W., Joty, S., & Hoi, S. C. H. (2021) · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing

Software Engineering ResearchTopic Modeling

Cited by 1,495

Align before Fuse: Vision and Language Representation Learning with Momentum Distillation

Li, J., Selvaraju, R. R., Gotmare, A. D., Joty, S., Xiong, C., & Hoi, S. (2021) · arXiv

Multimodal Machine Learning ApplicationsAdvanced Image and Video Retrieval Techniques

Cited by 1,078

Recent advances in deep learning for object detection

Wu, X., Sahoo, D., & Hoi, S. C. H. (2020) · Neurocomputing

Advanced Neural Network ApplicationsAdvanced Image and Video Retrieval Techniques

Cited by 1,047

Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models

Li, J., Li, D., Savarese, S., & Hoi, S. (2023) · arXiv

Multimodal Machine Learning ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 908

Prototypical Contrastive Learning of Unsupervised Representations

Li, J., Zhou, P., Xiong, C., & Hoi, S. C. H. (2020) · arXiv

Domain Adaptation and Few-Shot LearningTopic Modeling

Cited by 611

CodeT5+: Open Code Large Language Models for Code Understanding and Generation

Wang, Y., Le, H., Gotmare, A. D., Bui, N. D. Q., Li, J., & Hoi, S. C. H. (2023) · arXiv

Software Engineering ResearchTopic Modeling

Cited by 459

CodeT5+: Open Code Large Language Models for Code Understanding and Generation

Wang, Y., Le, H., Gotmare, A., Bui, N., Li, J., & Hoi, S. (2023) · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing

Software Engineering ResearchTopic Modeling

Cited by 459

Learning Personalized Preference of Strong and Weak Ties for Social Recommendation

Wang, X., Hoi, S. C. H., Ester, M., Bu, J., & Chen, C. (2017) · Proceedings of the 26th International Conference on World Wide Web

Recommender Systems and TechniquesInformation Retrieval and Data Mining

Cited by 97

DualNet: Continual Learning, Fast and Slow

Pham, Q., Liu, C., & Hoi, S. (2021) · arXiv

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 84

AI for IT Operations (AIOps) on Cloud Platforms: Reviews, Opportunities and Challenges

Cheng, Q., Sahoo, D., Saha, A., Yang, W., Liu, C., Woo, G., Singh, M., Saverese, S., & Hoi, S. C. H. (2023) · arXiv

Software System Performance and ReliabilityCloud Computing and Resource Management

Cited by 23

PyRCA: A Library for Metric-based Root Cause Analysis

Liu, C., Yang, W., Mittal, H., Singh, M., Sahoo, D., & Hoi, S. C. H. (2023) · arXiv

Software System Performance and ReliabilityFault Detection and Control Systems

Cited by 4

CodeTF: One-stop Transformer Library for State-of-the-art Code LLMs

Bui, N. D. Q., Le, H., Wang, Y., Li, J., Gotmare, A. D., & Hoi, S. C. H. (2023) · arXiv

Software Engineering ResearchTopic Modeling

Cited by 4

MAI-UI Technical Report: Real-World Centric Foundation GUI Agents

Zhou, H., Zhang, X., Tong, P., Zhang, J., Chen, L., Kong, Q., Cai, C., Liu, C., Wang, Y., Zhou, J., et al. (2025) · arXiv

Recommender Systems and TechniquesSpeech and dialogue systems

Cited by 0