Steven C.H. Hoi

LAVIS: A One-stop Library for Language-Vision Intelligence ACL 2023 Align and Prompt: Video-and-Language Pre-Training With Entity Prompts CVPR 2022 BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems EMNLP 2022 Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5 EMNLP 2022 Learning Label Modular Prompts for Text Classification in the Wild EMNLP 2022 Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training EMNLP 2022 Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding EMNLP 2022 Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning over Text AAAI 2022 CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation EMNLP 2021 CoMatch: Semi-Supervised Learning With Contrastive Graph Regularization ICCV 2021 Learning From Noisy Data With Robust Representation Learning ICCV 2021 Node-wise Localization of Graph Neural Networks IJCAI 2021 Relative and Absolute Location Embedding for Few-Shot Node Classification on Graph AAAI 2021 Adaptive Task Sampling for Meta-Learning ECCV 2020 BiST: Bi-directional Spatio-Temporal Reasoning for Video-Grounded Dialogues EMNLP 2020 Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading EMNLP 2020 DivideMix: Learning with Noisy Labels as Semi-supervised Learning ICLR 2020 Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading ACL 2020 Improving Limited Labeled Dialogue State Tracking with Self-Supervision EMNLP 2020 Non-Autoregressive Dialog State Tracking ICLR 2020 Photon: A Robust Cross-Domain Text-to-SQL System ACL 2020 Response Selection for Multi-Party Conversations with Dynamic Topic Tracking EMNLP 2020 TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue EMNLP 2020 UniConv: A Unified Conversational Neural Architecture for Multi-domain Task-oriented Dialogues EMNLP 2020 VD-BERT: A Unified Vision and Dialog Transformer with BERT EMNLP 2020 Video-Grounded Dialogues with Pretrained Generation Language Models ACL 2020 Partially Observable Multi-Sensor Sequential Change Detection: A Combinatorial Multi-Armed Bandit Approach AAAI 2019 Robust Estimation of Similarity Transformation for Visual Object Tracking AAAI 2019 Question-Guided Hybrid Convolution for Visual Question Answering ECCV 2018 Large Scale Online Kernel Learning JMLR 2016 OLPS: A Toolbox for On-Line Portfolio Selection JMLR 2016 Reliable Patch Trackers: Robust Visual Tracking by Exploiting Reliable Patches CVPR 2015 Semi-Universal Portfolios with Transaction Costs IJCAI 2015 LIBOL: A Library for Online Learning Algorithms JMLR 2014 A Family of Simple Non-Parametric Kernel Learning Algorithms JMLR 2011 Confidence Weighted Mean Reversion Strategy for On-Line Portfolio Selection AISTATS 2011 Double Updating Online Learning JMLR 2011 Two-Layer Multiple Kernel Learning AISTATS 2011