Jiayi Zhou
6 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(21)
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Deep Learning
(3)
Machine Learning
(3)
Reinforcement Learning
(3)
Optimization & Theory · Machine Learning
(3)
Natural Language Processing
(2)
Learning Types · Deep Learning
(2)
Methods
(2)
Models
(2)
Resources & Methods
(2)
Applications
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
reinforcement learning from human feedback
(3)
safe reinforcement learning
(2)
reward modeling
(2)
language model alignment
(2)
constraint optimization
(1)
preference optimization
(1)
policy learning
(1)
ai safety
(1)
safety alignment
(1)
risk minimization
(1)
constraint satisfaction
(1)
data compression
(1)
bayesian network
(1)
sequence-to-sequence learning
(1)
safety benchmark
(1)
human preference
(1)
preference data
(1)
agent system
(1)
alignment fine-tuning
(1)
model elasticity
(1)
Papers
Language Models Resist Alignment: Evidence From Data Compression
ACL 2025
PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference
ACL 2025
Reward Generalization in RLHF: A Topological Perspective
ACL 2025
Sequence to Sequence Reward Modeling: Improving RLHF by Language Feedback
AAAI 2025
OmniSafe: An Infrastructure for Accelerating Safe Reinforcement Learning Research
JMLR 2024
Safety Gymnasium: A Unified Safe Reinforcement Learning Benchmark
NeurIPS 2023