Yuanchao Shu
9 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(24)
🐣
Hot Topic Early Bird
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Machine Learning
(7)
Application Areas
(6)
Artificial Intelligence
(5)
Deep Learning
(5)
Computer Vision
(4)
Learning Types · Machine Learning
(4)
Analysis
(3)
Core AI
(3)
Learning Types · Deep Learning
(3)
Learning Paradigms · Artificial Intelligence
(2)
Robotics
(1)
Capabilities
(1)
Domain-Specific
(1)
Learning Paradigms · Machine Learning
(1)
Models
(1)
Keywords
video analytics
(4)
edge computing
(3)
object detection
(3)
continuous learning
(2)
adversarial learning
(2)
resource allocation
(2)
vision-language model
(2)
model fusion
(1)
causal reasoning
(1)
online learning
(1)
adversarial training
(1)
model merging
(1)
video understanding
(1)
multi-view learning
(1)
question answering
(1)
domain adaptation
(1)
memory efficiency
(1)
adversarial attack
(1)
decision boundary
(1)
knowledge distillation
(1)
Papers
AVA: Towards Agentic Video Analytics with Vision Language Models
NSDI 2026
RoboFailRing: Retrieval-Augmented and Language Grounding Failure Detection for VLM-enabled Robotic Manipulation
ACL 2026
Can't Slow Me Down: Learning Robust and Hardware-Adaptive Object Detectors against Latency Attacks for Edge Devices
CVPR 2025
Fed-DFA: Federated Distillation for Heterogeneous Model Fusion Through the Adversarial Lens
AAAI 2025
Vulcan: Automatic Query Planning for Live ML Analytics
NSDI 2024
Gemel: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge
NSDI 2023
Multi-View Domain Adaptive Object Detection on Camera Networks
AAAI 2023
RECL: Responsive Resource-Efficient Continuous Learning for Video Analytics
NSDI 2023
Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers
NSDI 2022