Steven C. H. Hoi

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 273

Top Venues

Publications

Xingtong Yu, Yuan Fang, Zemin Liu, Yuxia Wu, Zhihao Wen, Jianyuan Bo, Xinming Zhang, Steven C. H. Hoi
Few-Shot Learning on Graphs: from Meta-learning to Pre-training and Prompting. CoRR (2024)
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
CompeteSMoE - Effective Training of Sparse Mixture of Experts via Competition. CoRR (2024)
Anthony Meng Huat Tiong, Junqi Zhao, Boyang Li, Junnan Li, Steven C. H. Hoi, Caiming Xiong
What Are We Measuring When We Evaluate Large Vision-Language Models? An Analysis of Latent Factors and Biases. NAACL-HLT (2024)
Quang Pham, Chenghao Liu, Steven C. H. Hoi
Continual Learning, Fast and Slow. IEEE Trans. Pattern Anal. Mach. Intell. 46 (1) (2024)
Zemin Liu, Yuan Fang, Wentao Zhang, Xinming Zhang, Steven C. H. Hoi
Locality-Aware Tail Node Embeddings on Homogeneous and Heterogeneous Networks. IEEE Trans. Knowl. Data Eng. 36 (6) (2024)
Anthony Meng Huat Tiong, Junqi Zhao, Boyang Li, Junnan Li, Steven C. H. Hoi, Caiming Xiong
What Are We Measuring When We Evaluate Large Vision-Language Models? An Analysis of Latent Factors and Biases. CoRR (2024)
Xingyu Gao, Xi Wang, Zhenyu Chen, Wei Zhou, Steven C. H. Hoi
Knowledge Enhanced Vision and Language Model for Multi-Modal Fake News Detection. IEEE Trans. Multim. 26 (2024)
Nghi D. Q. Bui, Hung Le, Yue Wang, Junnan Li, Akhilesh Deepak Gotmare, Steven C. H. Hoi
CodeTF: One-stop Transformer Library for State-of-the-art Code LLM. CoRR (2023)
Chenghao Liu, Wenzhuo Yang, Himanshu Mittal, Manpreet Singh, Doyen Sahoo, Steven C. H. Hoi
PyRCA: A Library for Metric-based Root Cause Analysis. CoRR (2023)
Wenliang Dai, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Junqi Zhao, Weisheng Wang, Boyang Li, Pascale Fung, Steven C. H. Hoi
InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning. CoRR (2023)
Weishi Wang, Yue Wang, Steven C. H. Hoi, Shafiq Joty
Towards Low-Resource Automatic Program Repair with Meta-Learning and Pretrained Language Models. EMNLP (2023)
Akhilesh Deepak Gotmare, Junnan Li, Shafiq Joty, Steven C. H. Hoi
Efficient Text-to-Code Retrieval with Cascaded Fast and Slow Transformer Models. ESEC/SIGSOFT FSE (2023)
Hung Le, Nancy F. Chen, Steven C. H. Hoi
C3: Compositional Counterfactual Contrastive Learning for Video-grounded Dialogues. SIGDIAL (2023)
Weishi Wang, Yue Wang, Shafiq Joty, Steven C. H. Hoi
RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program Repair. ESEC/SIGSOFT FSE (2023)
Junnan Li, Dongxu Li, Silvio Savarese, Steven C. H. Hoi
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models. ICML (2023)
Weishi Wang, Yue Wang, Shafiq Joty, Steven C. H. Hoi
RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program Repair. CoRR (2023)
Wenliang Dai, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Junqi Zhao, Weisheng Wang, Boyang Li, Pascale Fung, Steven C. H. Hoi
InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning. NeurIPS (2023)
Dongxu Li, Junnan Li, Hung Le, Guangsen Wang, Silvio Savarese, Steven C. H. Hoi
LAVIS: A One-stop Library for Language-Vision Intelligence. ACL (demo) (2023)
Quang Pham, Chenghao Liu, Doyen Sahoo, Steven C. H. Hoi
Learning Fast and Slow for Online Time Series Forecasting. ICLR (2023)
Qian Cheng, Amrita Saha, Wenzhuo Yang, Chenghao Liu, Doyen Sahoo, Steven C. H. Hoi
LogAI: A Library for Log Analytics and Intelligence. CoRR (2023)
Giang Do, Khiem Le, Quang Pham, TrungTin Nguyen, Thanh-Nam Doan, Bint T. Nguyen, Chenghao Liu, Savitha Ramasamy, Xiaoli Li, Steven C. H. Hoi
HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts. CoRR (2023)
Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao
Learning Structural Representations for Recipe Generation and Food Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 45 (3) (2023)
Junnan Li, Dongxu Li, Silvio Savarese, Steven C. H. Hoi
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models. CoRR (2023)
Fabian Latorre, Chenghao Liu, Doyen Sahoo, Steven C. H. Hoi
OTW: Optimal Transport Warping for Time Series. CoRR (2023)
Dongxu Li, Junnan Li, Steven C. H. Hoi
BLIP-Diffusion: Pre-trained Subject Representation for Controllable Text-to-Image Generation and Editing. NeurIPS (2023)
Yue Wang, Hung Le, Akhilesh Gotmare, Nghi D. Q. Bui, Junnan Li, Steven C. H. Hoi
CodeT5+: Open Code Large Language Models for Code Understanding and Generation. EMNLP (2023)
Jing Xu, Yu Pan, Xinglin Pan, Steven C. H. Hoi, Zhang Yi, Zenglin Xu
RegNet: Self-Regulated Network for Image Classification. IEEE Trans. Neural Networks Learn. Syst. 34 (11) (2023)
Hailin Chen, Amrita Saha, Steven C. H. Hoi, Shafiq Joty
Personalised Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation. CoRR (2023)
Anthony Meng Huat Tiong, Junnan Li, Guosheng Lin, Boyang Li, Caiming Xiong, Steven C. H. Hoi
Improving Tail-Class Representation with Centroid Contrastive Learning. Pattern Recognit. Lett. 168 (2023)
Fabian Latorre, Chenghao Liu, Doyen Sahoo, Steven C. H. Hoi
OTW: Optimal Transport Warping for Time Series. ICASSP (2023)
Qian Cheng, Doyen Sahoo, Amrita Saha, Wenzhuo Yang, Chenghao Liu, Gerald Woo, Manpreet Singh, Silvio Savarese, Steven C. H. Hoi
AI for IT Operations (AIOps) on Cloud Platforms: Reviews, Opportunities and Challenges. CoRR (2023)
Junnan Li, Silvio Savarese, Steven C. H. Hoi
Masked Unsupervised Self-training for Label-free Image Classification. ICLR (2023)
Jiaxian Guo, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Boyang Li, Dacheng Tao, Steven C. H. Hoi
From Images to Textual Prompts: Zero-shot Visual Question Answering with Frozen Large Language Models. CVPR (2023)
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
Merlion: End-to-End Machine Learning for Time Series. J. Mach. Learn. Res. 24 (2023)
Truong Do, Le Khiem, Quang Pham, TrungTin Nguyen, Thanh-Nam Doan, Binh Nguyen, Chenghao Liu, Savitha Ramasamy, Xiaoli Li, Steven C. H. Hoi
HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts. EMNLP (2023)
Hanqing Wang, Wenguan Wang, Wei Liang, Steven C. H. Hoi, Jianbing Shen, Luc Van Gool
Active Perception for Visual-Language Navigation. Int. J. Comput. Vis. 131 (3) (2023)
Yue Wang, Hung Le, Akhilesh Deepak Gotmare, Nghi D. Q. Bui, Junnan Li, Steven C. H. Hoi
CodeT5+: Open Code Large Language Models for Code Understanding and Generation. CoRR (2023)
Gerald Woo, Chenghao Liu, Doyen Sahoo, Akshat Kumar, Steven C. H. Hoi
Learning Deep Time-index Models for Time Series Forecasting. ICML (2023)
Dongxu Li, Junnan Li, Steven C. H. Hoi
BLIP-Diffusion: Pre-trained Subject Representation for Controllable Text-to-Image Generation and Editing. CoRR (2023)
Steven C. H. Hoi
Responsible AI for Trusted AI-powered Enterprise Platforms. WSDM (2023)
Hao Wang, Doyen Sahoo, Chenghao Liu, Ke Shu, Palakorn Achananuparp, Ee-Peng Lim, Steven C. H. Hoi
Cross-Modal Food Retrieval: Learning a Joint Embedding of Food Images and Recipes With Semantic Consistency and Attention Mechanism. IEEE Trans. Multim. 24 (2022)
Quang Pham, Chenghao Liu, Steven C. H. Hoi
Continual Learning: Fast and Slow. CoRR (2022)
Dongxu Li, Junnan Li, Hung Le, Guangsen Wang, Silvio Savarese, Steven C. H. Hoi
LAVIS: A Library for Language-Vision Intelligence. CoRR (2022)
Chuhui Xue, Shijian Lu, Steven C. H. Hoi
Detection and rectification of arbitrary shaped scene texts by using text keypoints and links. Pattern Recognit. 124 (2022)
Amrita Saha, Steven C. H. Hoi
Mining Root Cause Knowledge from Cloud Service Incident Investigations for AIOps. ICSE (SEIP) (2022)
Guangsen Wang, Samson Tan, Shafiq R. Joty, Gang Wu, Jimmy Au, Steven C. H. Hoi
BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems. EMNLP (Demos) (2022)
Anthony Meng Huat Tiong, Junnan Li, Boyang Li, Silvio Savarese, Steven C. H. Hoi
Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training. EMNLP (Findings) (2022)
Quang Pham, Chenghao Liu, Steven C. H. Hoi
Continual Normalization: Rethinking Batch Normalization for Online Continual Learning. CoRR (2022)
Wenzhuo Yang, Hung Le, Silvio Savarese, Steven C. H. Hoi
OmniXAI: A Library for Explainable AI. CoRR (2022)
Hailin Chen, Amrita Saha, Shafiq R. Joty, Steven C. H. Hoi
Learning Label Modular Prompts for Text Classification in the Wild. CoRR (2022)
Wenzhuo Yang, Kun Zhang, Steven C. H. Hoi
Causality-Based Multivariate Time Series Anomaly Detection. CoRR (2022)
Hung Le, Yue Wang, Akhilesh Deepak Gotmare, Silvio Savarese, Steven C. H. Hoi
CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning. CoRR (2022)
Junnan Li, Silvio Savarese, Steven C. H. Hoi
Masked Unsupervised Self-training for Zero-shot Image Classification. CoRR (2022)
Hung Le, Nancy F. Chen, Steven C. H. Hoi
Multimodal Dialogue State Tracking. CoRR (2022)
Junnan Li, Dongxu Li, Caiming Xiong, Steven C. H. Hoi
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation. CoRR (2022)
Cen Chen, Xiaofeng Zou, Zeng Zeng, Zhongyao Cheng, Le Zhang, Steven C. H. Hoi
Exploring Structural Knowledge for Automated Visual Inspection of Moving Trains. IEEE Trans. Cybern. 52 (2) (2022)
Guangsen Wang, Samson Tan, Shafiq R. Joty, Gang Wu, Jimmy Au, Steven C. H. Hoi
BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems. CoRR (2022)
Rishabh Bhardwaj, Amrita Saha, Steven C. H. Hoi
Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding. CoRR (2022)
Pan Zhou, Xiao-Tong Yuan, Zhouchen Lin, Steven C. H. Hoi
A Hybrid Stochastic-Deterministic Minibatch Proximal Gradient Method for Efficient Optimization and Generalization. IEEE Trans. Pattern Anal. Mach. Intell. 44 (10) (2022)
Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao
3D Cartoon Face Generation with Controllable Expressions from a Single GAN Image. CoRR (2022)
Gerald Woo, Chenghao Liu, Doyen Sahoo, Akshat Kumar, Steven C. H. Hoi
CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting. ICLR (2022)
Anthony Meng Huat Tiong, Junnan Li, Boyang Li, Silvio Savarese, Steven C. H. Hoi
Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training. CoRR (2022)
Nghi Bui, Yue Wang, Steven C. H. Hoi
Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5. EMNLP (Findings) (2022)
Quang Pham, Chenghao Liu, Steven C. H. Hoi
Continual Normalization: Rethinking Batch Normalization for Online Continual Learning. ICLR (2022)
Mang Ye, Jianbing Shen, Gaojie Lin, Tao Xiang, Ling Shao, Steven C. H. Hoi
Deep Learning for Person Re-Identification: A Survey and Outlook. IEEE Trans. Pattern Anal. Mach. Intell. 44 (6) (2022)
Jianbing Shen, Yuanpei Liu, Xingping Dong, Xiankai Lu, Fahad Shahbaz Khan, Steven C. H. Hoi
Distilled Siamese Networks for Visual Tracking. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao
Decomposing generation networks with structure prediction for recipe generation. Pattern Recognit. 126 (2022)
Amrita Saha, Shafiq R. Joty, Steven C. H. Hoi
Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning over Text. AAAI (2022)
Hung Le, Nancy F. Chen, Steven C. H. Hoi
VGNMN: Video-grounded Neural Module Networks for Video-Grounded Dialogue Systems. NAACL-HLT (2022)
Jiaxian Guo, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Boyang Li, Dacheng Tao, Steven C. H. Hoi
From Images to Textual Prompts: Zero-shot VQA with Frozen Large Language Models. CoRR (2022)
Mang Ye, He Li, Bo Du, Jianbing Shen, Ling Shao, Steven C. H. Hoi
Collaborative Refining for Person Re-Identification With Label Noise. IEEE Trans. Image Process. 31 (2022)
Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao
Paired Cross-Modal Data Augmentation for Fine-Grained Image-to-Text Retrieval. CoRR (2022)
Rishabh Bhardwaj, Amrita Saha, Steven C. H. Hoi, Soujanya Poria
Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding. EMNLP (2022)
Gerald Woo, Chenghao Liu, Doyen Sahoo, Akshat Kumar, Steven C. H. Hoi
ETSformer: Exponential Smoothing Transformers for Time-series Forecasting. CoRR (2022)
Wenzhuo Yang, Jia Li, Caiming Xiong, Steven C. H. Hoi
MACE: An Efficient Model-Agnostic Framework for Counterfactual Explanation. CoRR (2022)
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
A Data-Driven Method for Online Monitoring Tube Wall Thinning Process in Dynamic Noisy Environment. IEEE Trans Autom. Sci. Eng. 19 (1) (2022)
Gerald Woo, Chenghao Liu, Doyen Sahoo, Akshat Kumar, Steven C. H. Hoi
DeepTIMe: Deep Time-Index Meta-Learning for Non-Stationary Time-Series Forecasting. CoRR (2022)
Hailin Chen, Amrita Saha, Shafiq R. Joty, Steven C. H. Hoi
Learning Label Modular Prompts for Text Classification in the Wild. EMNLP (2022)
Amrita Saha, Steven C. H. Hoi
Mining Root Cause Knowledge from Cloud Service Incident Investigations for AIOps. CoRR (2022)
Junnan Li, Dongxu Li, Caiming Xiong, Steven C. H. Hoi
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation. ICML (2022)
Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao
Cross-Modal Graph With Meta Concepts for Video Captioning. IEEE Trans. Image Process. 31 (2022)
Cen Chen, Kenli Li, Zhongyao Cheng, Francesco Piccialli, Steven C. H. Hoi, Zeng Zeng
A Hybrid Deep Learning Based Framework for Component Defect Detection of Moving Trains. IEEE Trans. Intell. Transp. Syst. 23 (4) (2022)
Dongxu Li, Junnan Li, Hongdong Li, Juan Carlos Niebles, Steven C. H. Hoi
Align and Prompt: Video-and-Language Pre-training with Entity Prompts. CVPR (2022)
Quang Pham, Chenghao Liu, Doyen Sahoo, Steven C. H. Hoi
Learning Fast and Slow for Online Time Series Forecasting. CoRR (2022)
Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao
Paired Cross-Modal Data Augmentation for Fine-Grained Image-to-Text Retrieval. ACM Multimedia (2022)
Guangsen Wang, Shafiq R. Joty, Junnan Li, Steven C. H. Hoi
BotSIM: An End-to-End Bot Simulation Toolkit for Commercial Task-Oriented Dialog Systems. CoRR (2022)
Zhihao Wang, Jian Chen, Steven C. H. Hoi
Deep Learning for Image Super-Resolution: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 43 (10) (2021)
Hung Le, Nancy F. Chen, Steven C. H. Hoi
Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues. CoRR (2021)
Zemin Liu, Yuan Fang, Chenghao Liu, Steven C. H. Hoi
Node-wise Localization of Graph Neural Networks. IJCAI (2021)
Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao
Learning Structural Representations for Recipe Generation and Food Retrieval. CoRR (2021)
Quang Pham, Chenghao Liu, Steven C. H. Hoi
DualNet: Continual Learning, Fast and Slow. CoRR (2021)
Wenguan Wang, Jianbing Shen, Xiankai Lu, Steven C. H. Hoi, Haibin Ling
Paying Attention to Video Object Pattern Understanding. IEEE Trans. Pattern Anal. Mach. Intell. 43 (7) (2021)
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
VisDrone-CC2021: The Vision Meets Drone Crowd Counting Challenge Results. ICCVW (2021)
Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao
Cycle-Consistent Inverse GAN for Text-to-Image Synthesis. CoRR (2021)
Akhilesh Deepak Gotmare, Junnan Li, Shafiq R. Joty, Steven C. H. Hoi
Cascaded Fast and Slow Models for Efficient Semantic Code Search. CoRR (2021)
Chenghao Liu, Tao Lu, Zhiyong Cheng, Xin Wang, Jianling Sun, Steven C. H. Hoi
Discrete Listwise Collaborative Filtering for Fast Recommendation. SDM (2021)
Xiongwei Wu, Xin Fu, Ying Liu, Ee-Peng Lim, Steven C. H. Hoi, Qianru Sun
A Large-Scale Benchmark for Food Image Segmentation. CoRR (2021)
Dongxu Li, Junnan Li, Hongdong Li, Juan Carlos Niebles, Steven C. H. Hoi
Align and Prompt: Video-and-Language Pre-training with Entity Prompts. CoRR (2021)
Mouxiang Chen, Chenghao Liu, Jianling Sun, Steven C. H. Hoi
Adapting Interactional Observation Embedding for Counterfactual Learning to Rank. SIGIR (2021)
Steven C. H. Hoi, Doyen Sahoo, Jing Lu, Peilin Zhao
Online learning: A comprehensive survey. Neurocomputing 459 (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Steven C. H. Hoi