Dezhi Hong
9 papers · 2017–2025 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (23) π Conference Polyglot Β· Silver
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Conference Pioneer
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Renaissance Researcher
(5)
ποΈ
Keyword Collector
(51)
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(4)
Learning Types Β· Machine Learning
(4)
Data Science & Analytics
(3)
Learning Types Β· Deep Learning
(3)
Methods
(3)
Artificial Intelligence
(2)
Applications
(2)
Core Methods
(2)
Learning Paradigms
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Analysis
(1)
Application Areas
(1)
Keywords
contrastive learning
(2)
transfer learning
(2)
representation learning
(2)
zero-shot learning
(2)
human activity recognition
(1)
semi-supervised learning
(1)
metric learning
(1)
random projection
(1)
time series clustering
(1)
action recognition
(1)
time series
(1)
self-supervised learning
(1)
named entity recognition
(1)
sensor fusion
(1)
time series classification
(1)
few-shot learning
(1)
high-dimensional clustering
(1)
multivariate time series
(1)
model compression
(1)
combinatorial optimization
(1)
Papers
ZeroHAR: Sensor Context Augments Zero-Shot Wearable Action Recognition
AAAI 2025
UniMTS: Unified Pre-training for Motion Time Series
NeurIPS 2024
Minimally Supervised Contextual Inference from Human Mobility: An Iterative Collaborative Distillation Framework
IJCAI 2023
PrimeNet: Pre-training for Irregular Multivariate Time Series
AAAI 2023
Sensei: Self-Supervised Sensor Name Segmentation
ACL 2021
Local Binary Pattern Networks
WACV 2020
Relation Inference among Sensor Time Series in Smart Buildings with Metric Learning
AAAI 2020
SeNsER: Learning Cross-Building Sensor Metadata Tagger
EMNLP 2020
High-dimensional Time Series Clustering via Cross-Predictability
AISTATS 2017