Junru Chen
6 papers · 2022–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(23)
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Artificial Intelligence
(3)
Computer Vision
(3)
Healthcare & Medicine
(3)
Application Areas
(3)
Core Methods
(3)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(3)
Domain-Specific
(2)
Learning Paradigms
(2)
Models
(2)
Research
(2)
Interdisciplinary
(1)
Natural Language Processing
(1)
Keywords
seizure detection
(3)
representation learning
(2)
domain generalization
(1)
object detection
(1)
visual question answering
(1)
self-supervised learning
(1)
graph representation learning
(1)
context-aware learning
(1)
visual grounding
(1)
graph representation
(1)
time series classification
(1)
mutual information
(1)
adversarial attack
(1)
foundation model
(1)
downstream task
(1)
multimodal large language model
(1)
temporal dependency
(1)
self-supervised pretraining
(1)
domain shift
(1)
parallel recognition
(1)
Papers
Con4m: Context-aware Consistency Learning Framework for Segmented Time Series Classification
NeurIPS 2024
DMNet: Self-comparison Driven Model for Subject-independent Seizure Detection
NeurIPS 2024
Octopus: A Multi-modal LLM with Parallel Recognition and Sequential Understanding
NeurIPS 2024
Brant: Foundation Model for Intracranial Neural Signal
NeurIPS 2023
PPi: Pretraining Brain Signal Model for Patient-independent Seizure Detection
NeurIPS 2023
Unsupervised Adversarially Robust Representation Learning on Graphs
AAAI 2022