Steven C.H. Hoi
Singapore Management University
H-index: 87
Asia-Singapore
Top articles of Steven C.H. Hoi
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Instructblip: Towards general-purpose vision-language models with instruction tuning | Advances in Neural Information Processing Systems | Wenliang Dai Junnan Li Dongxu Li Anthony Meng Huat Tiong Junqi Zhao | 2024/2/13 |
Blip-diffusion: Pre-trained subject representation for controllable text-to-image generation and editing | Advances in Neural Information Processing Systems | Dongxu Li Junnan Li Steven Hoi | 2024/2/13 |
CompeteSMoE--Effective Training of Sparse Mixture of Experts via Competition | arXiv preprint arXiv:2402.02526 | Quang Pham Giang Do Huy Nguyen TrungTin Nguyen Chenghao Liu | 2024/2/4 |
Full access | Journal of Neurosurgery | Sheng Zhong Jia-Xin Ren Ze-Peng Yu Yi-Da Peng Cheng-Wei Yu | 2023/8 |
Few-Shot Learning on Graphs: from Meta-learning to Pre-training and Prompting | arXiv preprint arXiv:2402.01440 | Xingtong Yu Yuan Fang Zemin Liu Yuxia Wu Zhihao Wen | 2024/2/2 |
Knowledge Enhanced Vision and Language Model for Multi-Modal Fake News Detection | IEEE Transactions on Multimedia | Xingyu Gao Xi Wang Zhenyu Chen Wei Zhou Steven CH Hoi | 2024/4/18 |
What Are We Measuring When We Evaluate Large Vision-Language Models? An Analysis of Latent Factors and Biases | arXiv preprint arXiv:2404.02415 | Anthony Meng Huat Tiong Junqi Zhao Boyang Li Junnan Li Steven CH Hoi | 2024/4/3 |
Locality-aware tail node embeddings on homogeneous and heterogeneous networks | IEEE Transactions on Knowledge and Data Engineering | Zemin Liu Yuan Fang Wentao Zhang Xinming Zhang Steven CH Hoi | 2023/10/5 |
Towards Low-Resource Automatic Program Repair with Meta-Learning and Pretrained Language Models | Weishi Wang Yue Wang Steven Hoi Shafiq Joty | 2023/12/1 | |
Logai: A library for log analytics and intelligence | arXiv preprint arXiv:2301.13415 | Qian Cheng Amrita Saha Wenzhuo Yang Chenghao Liu Doyen Sahoo | 2023/1/31 |
Codet5+: Open code large language models for code understanding and generation | arXiv preprint arXiv:2305.07922 | Yue Wang Hung Le Akhilesh Deepak Gotmare Nghi DQ Bui Junnan Li | 2023/5/13 |
Learning deep time-index models for time series forecasting | Gerald Woo Chenghao Liu Doyen Sahoo Akshat Kumar Steven Hoi | 2023/7/3 | |
Efficient Text-to-Code Retrieval with Cascaded Fast and Slow Transformer Models | Akhilesh Deepak Gotmare Junnan Li Shafiq Joty Steven CH Hoi | 2023/11/30 | |
Ai for it operations (aiops) on cloud platforms: Reviews, opportunities and challenges | Qian Cheng Doyen Sahoo Amrita Saha Wenzhuo Yang Chenghao Liu | 2023/4/10 | |
Merlion: End-to-End Machine Learning for Time Series | Journal of Machine Learning Research | Aadyot Bhatnagar Paul Kassianik Chenghao Liu Tian Lan Wenzhuo Yang | 2023 |
Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models | Junnan Li Dongxu Li Silvio Savarese Steven Hoi | 2023/7/3 | |
Rap-gen: Retrieval-augmented patch generation with codet5 for automatic program repair | Weishi Wang Yue Wang Shafiq Joty Steven CH Hoi | 2023/9/12 | |
From images to textual prompts: Zero-shot visual question answering with frozen large language models | Jiaxian Guo Junnan Li Dongxu Li Anthony Meng Huat Tiong Boyang Li | 2023 | |
Improving tail-class representation with centroid contrastive learning | Pattern Recognition Letters | Anthony Meng Huat Tiong Junnan Li Guosheng Lin Boyang Li Caiming Xiong | 2023/4/1 |
PyRCA: A Library for Metric-based Root Cause Analysis | arXiv preprint arXiv:2306.11417 | Chenghao Liu Wenzhuo Yang Himanshu Mittal Manpreet Singh Doyen Sahoo | 2023/6/20 |
