H. Howie Huang
4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Cross-Pollinator (15) π Renaissance Researcher (6) π Conference Polyglot (3) πΊοΈ Taxonomy Completionist (12)
π§
Keyword Pioneer
π₯
Mega-Team
(30)
Conferences
COLING (2)
AAAI (1)
EMNLP (1)
Top co-authors
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
Donβt Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling
COLING 2022