H. Howie Huang
4 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(12)
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Machine Learning
(3)
Learning Types · Machine Learning
(3)
Core Methods
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Core AI
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Resources & Methods
(1)
Keywords
contrastive learning
(2)
multi-agent reinforcement learning
(1)
prompt engineering
(1)
network security
(1)
maximum likelihood
(1)
semantic information
(1)
knowledge graph
(1)
language model
(1)
adversarial agent
(1)
adversarial prompt
(1)
pre-trained language model
(1)
cold-start problem
(1)
sentence representation
(1)
content recommendation
(1)
semantic textual similarity
(1)
prompt transfer
(1)
attention pooling
(1)
layer-wise pooling
(1)
autonomous defense
(1)
enterprise network
(1)
Papers
Exploring the Efficacy of Multi-Agent Reinforcement Learning for Autonomous Cyber Defence: A CAGE Challenge 4 Perspective
AAAI 2025
Improving Content Recommendation: Knowledge Graph-Based Semantic Contrastive Learning for Diversity and Cold-Start Users
COLING 2024
Prompts have evil twins
EMNLP 2024
Don’t Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling
COLING 2022