← Authors

Steven C.H. Hoi

38 papers · 2011–2023 · 10 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (12) πŸ—ΊοΈ Taxonomy Completionist (13) 🐝 Cross-Pollinator (9) 🌈 Renaissance Researcher (8) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (10) πŸ—ƒοΈ Keyword Collector (169) πŸš€ Conference Pioneer πŸ’Ž Century Club (38) πŸ”₯ Unstoppable (6) ⚑ Prolific Year (13)

Conferences

EMNLP (13) JMLR (5) AAAI (4) ACL (4) AISTATS (2) CVPR (2) ECCV (2) ICCV (2) ICLR (2) IJCAI (2)

Top co-authors

Shafiq Joty (8) Caiming Xiong (8) Junnan Li (6) Hung Le (5) Richard Socher (5) Chien-Sheng Wu (4) Peilin Zhao (4) Chenghao Liu (4) Doyen Sahoo (4) Irwin King (4)

Research topics

Core AI (1)

Keywords

pretrained language model (6) online learning (6) multimodal learning (4) kernel methods (3) dialogue state tracking (3) representation learning (3) contrastive learning (3) program repair (2) large-scale learning (2) video question answering (2) natural language understanding (2) machine reading comprehension (2) semi-supervised learning (2) prompt tuning (2) multi-task learning (2) code generation (2) visual question answering (2) weakly supervised learning (2) few-shot learning (2) task-oriented dialogue (2)

Papers

LAVIS: A One-stop Library for Language-Vision Intelligence ACL 2023
Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training EMNLP 2022
Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning over Text AAAI 2022
Align and Prompt: Video-and-Language Pre-Training With Entity Prompts CVPR 2022
Learning Label Modular Prompts for Text Classification in the Wild EMNLP 2022
Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding EMNLP 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
Node-wise Localization of Graph Neural Networks IJCAI 2021
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
Relative and Absolute Location Embedding for Few-Shot Node Classification on Graph AAAI 2021
Learning From Noisy Data With Robust Representation Learning ICCV 2021
Adaptive Task Sampling for Meta-Learning ECCV 2020
TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue EMNLP 2020
BiST: Bi-directional Spatio-Temporal Reasoning for Video-Grounded Dialogues EMNLP 2020
UniConv: A Unified Conversational Neural Architecture for Multi-domain Task-oriented Dialogues EMNLP 2020
Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading EMNLP 2020
VD-BERT: A Unified Vision and Dialog Transformer with BERT EMNLP 2020
Response Selection for Multi-Party Conversations with Dynamic Topic Tracking EMNLP 2020
Photon: A Robust Cross-Domain Text-to-SQL System ACL 2020
Improving Limited Labeled Dialogue State Tracking with Self-Supervision EMNLP 2020
DivideMix: Learning with Noisy Labels as Semi-supervised Learning ICLR 2020
Non-Autoregressive Dialog State Tracking ICLR 2020
Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading ACL 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
Two-Layer Multiple Kernel Learning AISTATS 2011
Double Updating Online Learning JMLR 2011
Confidence Weighted Mean Reversion Strategy for On-Line Portfolio Selection AISTATS 2011
A Family of Simple Non-Parametric Kernel Learning Algorithms JMLR 2011