Donghai Hong
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
👥
Mega-Team · Squad
Venues
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Research topics
Artificial Intelligence
(4)
Core AI
(4)
Deep Learning
(3)
Machine Learning
(3)
Learning Types · Deep Learning
(3)
Natural Language Processing
(2)
Learning Types · Machine Learning
(2)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Models
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
large language model
(4)
reinforcement learning from human feedback
(2)
preference learning
(1)
knowledge distillation
(1)
question answering
(1)
model safety
(1)
responsible ai
(1)
safety alignment
(1)
monte carlo tree search
(1)
human feedback
(1)
reward model
(1)
hallucination reduction
(1)
alignment method
(1)
model-agnostic approach
(1)
residual correction
(1)
human preference
(1)
policy model
(1)
preference data
(1)
test-time scaling
(1)
leaderboard evaluation
(1)
Papers
Boosting Policy and Process Reward Models with Monte Carlo Tree Search in Open-Domain QA
ACL 2025
Libra-Leaderboard: Towards Responsible AI through a Balanced Leaderboard of Safety and Capability
NAACL 2025
PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference
ACL 2025
Aligner: Efficient Alignment by Learning to Correct
NeurIPS 2024