Haosheng Zou
4 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
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Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Reinforcement Learning
(2)
Core AI
(2)
Learning Paradigms · Artificial Intelligence
(2)
Learning Paradigms · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Methods
(2)
Natural Language Processing
(1)
Applications
(1)
Models
(1)
Resources & Methods
(1)
Keywords
reinforcement learning
(2)
multi-task learning
(1)
curriculum learning
(1)
mathematical reasoning
(1)
model distillation
(1)
chain-of-thought reasoning
(1)
policy learning
(1)
hierarchical reinforcement learning
(1)
model training
(1)
language model
(1)
task distribution
(1)
supervised fine-tuning
(1)
reward shaping
(1)
intrinsic reward
(1)
credit assignment
(1)
process supervision
(1)
long context
(1)
first-person shooter
(1)
option framework
(1)
chain of thought
(1)
Papers
Chain-of-Thought Matters: Improving Long-Context Language Models with Reasoning Path Supervision
EMNLP 2025
Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond
ACL 2025
Learning Task-Distribution Reward Shaping with Meta-Learning
AAAI 2021
Playing FPS Games With Environment-Aware Hierarchical Reinforcement Learning
IJCAI 2019