Chaomin Shen
9 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (21) 🚀 Conference Pioneer
🌈
Renaissance Researcher
(6)
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI · Artificial Intelligence
(6)
Deep Learning
(5)
Machine Learning
(5)
Learning Types · Machine Learning
(3)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Robotics
(1)
Capabilities
(1)
Core AI · Computer Vision
(1)
Keywords
neural network
(2)
policy gradient
(1)
point cloud
(1)
visual representation
(1)
efficient computing
(1)
fisher information
(1)
robot control
(1)
information geometry
(1)
robot manipulation
(1)
eigenvalue analysis
(1)
adversarial attack
(1)
deep neural network
(1)
adversarial detection
(1)
multimodal large language model
(1)
multimodal understanding
(1)
vision-language-action model
(1)
model efficiency
(1)
channel pruning
(1)
generative adversarial imitation learning
(1)
stochastic policy
(1)
Papers
A Comprehensive Overhaul of Multimodal Assistant with Small Language Models
AAAI 2025
ChatVLA: Unified Multimodal Understanding and Robot Control with Vision-Language-Action Model
EMNLP 2025
DexVLA: Vision-Language Model with Plug-In Diffusion Expert for General Robot Control
CoRL 2025
DiffusionVLA: Scaling Robot Foundation Models via Unified Diffusion and Autoregression
ICML 2025
Exploring Gradient Explosion in Generative Adversarial Imitation Learning: A Probabilistic Perspective
AAAI 2024
Harmonizing knowledge Transfer in Neural Network with Unified Distillation
ECCV 2024
CP3: Channel Pruning Plug-In for Point-Based Networks
CVPR 2023
Label-Guided Auxiliary Training Improves 3D Object Detector
ECCV 2022
The Adversarial Attack and Detection under the Fisher Information Metric
AAAI 2019