Vernon Toh
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Deep Learning
(2)
Machine Learning
(2)
Learning Types · Deep Learning
(2)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Robotics
(1)
Applications · Reinforcement Learning
(1)
Applications · Robotics
(1)
Applications · Natural Language Processing
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Keywords
robotic manipulation
(1)
puzzle solving
(1)
visual question answering
(1)
inductive reasoning
(1)
multimodal learning
(1)
visual reasoning
(1)
embodied ai
(1)
trajectory segmentation
(1)
adversarial attack
(1)
language model
(1)
algorithmic reasoning
(1)
reward model
(1)
task planning
(1)
adversarial prompt
(1)
multimodal language model
(1)
spatial reasoning
(1)
visual understanding
(1)
abstract reasoning
(1)
chain of thought
(1)
llm safety
(1)
Papers
AlgoPuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Algorithmic Multimodal Puzzles
NAACL 2025
Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial Reasoning
ACL 2025
Ferret: Faster and Effective Automated Red Teaming with Reward-Based Scoring Technique
EMNLP 2025
PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns
ACL 2024