---
title: "Steven C. H. Hoi — all works — Elamur Research"
description: "All 26 works of Steven C. H. Hoi in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/steven-c-h-hoi/works/"
---
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# Steven C. H. Hoi — all works

26 works · [← Steven C. H. Hoi](https://md.research.elamur.ai/free/en/authors/steven-c-h-hoi/)

1. [**BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models arXiv:2301.12597**Junnan Li, Dongxu Li, Silvio Savarese, et al.*2023 · 2,219 citations*](https://md.research.elamur.ai/free/en/papers/li-2023-blip-2-bootstrapping-language-image/)
2. **[CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation ↗](https://aclanthology.org/2021.emnlp-main.685/) Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yet**Yue Wang et al.*2021 · 1,712 citations*
3. [**BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation arXiv:2201.12086**Junnan Li, Dongxu Li, Caiming Xiong, et al.*2022 · 1,523 citations*](https://md.research.elamur.ai/free/en/papers/li-2022-blip-bootstrapping-language-image-pre/)
4. [**InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning arXiv:2305.06500**Wenliang Dai, Junnan Li, Dongxu Li, et al.*2023 · 1,100 citations*](https://md.research.elamur.ai/free/en/papers/dai-2023-instructblip-towards-general-purpose-vision/)
5. **[CodeT5+: Open Code Large Language Models for Code Understanding and Generation ↗](https://aclanthology.org/2023.emnlp-main.68/) Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yet**Yue Wang et al.*2023 · 563 citations*
6. **[DivideMix: Learning with Noisy Labels as Semi-supervised Learning ↗](https://arxiv.org/abs/2002.07394) arXiv (Cornell University) · no summary yet**Junnan Li, Richard Socher, Steven C. H. Hoi*2020 · 556 citations*
7. **[Salient Object Detection With Pyramid Attention and Salient Edges ↗](https://doi.org/10.1109/cvpr.2019.00154) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Wenguan Wang et al.*2019 · 536 citations*
8. **[Batch mode active learning and its application to medical image classification ↗](https://doi.org/10.1145/1143844.1143897) International Conference on Machine Learning · no summary yet**Steven C. H. Hoi et al.*2006 · 433 citations*
9. **[Dynamic Fusion With Intra- and Inter-Modality Attention Flow for Visual Question Answering ↗](https://doi.org/10.1109/cvpr.2019.00680) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Peng Gao et al.*2019 · 421 citations*
10. **[TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue](https://md.research.elamur.ai/free/en/papers/wu-2020-tod-bert-pre-trained-natural/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Chien-Sheng Wu, Steven C.H. Hoi, Richard Socher, et al.*2020 · 361 citations*
11. **[Reliable Patch Trackers: Robust visual tracking by exploiting reliable patches ↗](https://doi.org/10.1109/cvpr.2015.7298632) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Yang Li, Jianke Zhu, Steven C. H. Hoi*2015 · 359 citations*
12. **[CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/le-2022-coderl-mastering-code-generation-through/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Hung Le, Yue Wang, Akhilesh Deepak Gotmare, et al.*2022 · 297 citations*
13. **[CoMatch: Semi-supervised Learning with Contrastive Graph Regularization ↗](https://doi.org/10.1109/iccv48922.2021.00934) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Junnan Li, Caiming Xiong, Steven C. H. Hoi*2021 · 295 citations*
14. **[Learning Unsupervised Video Object Segmentation Through Visual Attention ↗](https://doi.org/10.1109/cvpr.2019.00318) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Wenguan Wang et al.*2019 · 238 citations*
15. **[Align and Prompt: Video-and-Language Pre-training with Entity Prompts ↗](https://doi.org/10.1109/cvpr52688.2022.00490) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Dongxu Li et al.*2022 · 197 citations*
16. **[Online ARIMA Algorithms for Time Series Prediction ↗](https://doi.org/10.1609/aaai.v30i1.10257) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Chenghao Liu et al.*2016 · 193 citations*
17. **[From Images to Textual Prompts: Zero-shot Visual Question Answering with Frozen Large Language Models ↗](https://doi.org/10.1109/cvpr52729.2023.01046) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Jiaxian Guo et al.*2023 · 162 citations*
18. **[Learning from Noisy Data with Robust Representation Learning ↗](https://doi.org/10.1109/iccv48922.2021.00935) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Junnan Li, Caiming Xiong, Steven C. H. Hoi*2021 · 115 citations*
19. **[VD-BERT: A Unified Vision and Dialog Transformer with BERT ↗](https://aclanthology.org/2020.emnlp-main.269/) Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yet**Yue Wang et al.*2020 · 105 citations*
20. **[Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training ↗](https://aclanthology.org/2022.findings-emnlp.67/) Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yet**Anthony Meng Huat Tiong et al.*2022 · 92 citations*
21. **[LAVIS: A One-stop Library for Language-Vision Intelligence ↗](https://aclanthology.org/2023.acl-demo.3/) Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) · no summary yet**Dongxu Li et al.*2023 · 75 citations*
22. **[Relative and Absolute Location Embedding for Few-Shot Node Classification on Graph ↗](https://doi.org/10.1609/aaai.v35i5.16551) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Zemin Liu et al.*2021 · 74 citations*
23. **[Photon: A Robust Cross-Domain Text-to-SQL System ↗](https://aclanthology.org/2020.acl-demos.24/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations · no summary yet**Jichuan Zeng et al.*2020 · 66 citations*
24. **[Non-Autoregressive Dialog State Tracking ↗](https://arxiv.org/abs/2002.08024) arXiv (Cornell University) · no summary yet**Le, Hung, Richard Socher, Steven C. H. Hoi*2020 · 43 citations*
25. **[Theory-Inspired Path-Regularized Differential Network Architecture Search ↗](https://arxiv.org/abs/2006.16537) arXiv (Cornell University) · no summary yet**Pan Zhou et al.*2020 · 27 citations*
26. **[Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading ↗](https://aclanthology.org/2020.acl-main.88/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Yifan Gao et al.*2020 · 26 citations*