Jiaqian Yu
7 papers · 2015–2024 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird
π
Keyword Champion
(2)
Top co-authors
Research topics
Machine Learning
(7)
Computer Vision
(4)
Analysis
(4)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Core AI
(3)
Core Methods
(3)
Deep Learning
(2)
Application Areas
(2)
Mathematics & Optimization
(1)
Domain-Specific
(1)
Learning Types Β· Machine Learning
(1)
Learning Types Β· Deep Learning
(1)
Models
(1)
Optimization
(1)
Keywords
loss function
(3)
convex surrogate
(2)
intersection over union
(2)
semantic segmentation
(2)
submodular function
(2)
lane detection
(1)
lovasz extension
(1)
visual object tracking
(1)
image labeling
(1)
empirical risk minimization
(1)
data poisoning
(1)
set prediction
(1)
backdoor attack
(1)
adversarial attack
(1)
autonomous vehicle
(1)
class imbalance
(1)
language model agent
(1)
adversarial example
(1)
evaluation metric
(1)
instance segmentation
(1)
Papers
BLADE: Benchmarking Language Model Agents for Data-Driven Science
EMNLP 2024
HIMap: HybrId Representation Learning for End-to-end Vectorized HD Map Construction
CVPR 2024
BadTrack: A Poison-Only Backdoor Attack on Visual Object Tracking
NeurIPS 2023
Revisiting Evaluation Metrics for Semantic Segmentation: Optimization and Evaluation of Fine-grained Intersection over Union
NeurIPS 2023
Learning Generalized Intersection Over Union for Dense Pixelwise Prediction
ICML 2021
A Convex Surrogate Operator for General Non-Modular Loss Functions
AISTATS 2016
Learning Submodular Losses with the Lovasz Hinge
ICML 2015