Zhenyu Hou
11 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (33) ποΈ Keyword Collector (56)
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Century Club Β· Bronze
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Prolific Year Β· Productive
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Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(11)
Core AI
(11)
Deep Learning
(5)
Machine Learning
(5)
Natural Language Processing
(5)
Learning Types
(5)
Reinforcement Learning
(4)
Methods
(4)
Models
(3)
Computer Vision
(2)
Applications
(2)
Generation
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Healthcare & Medicine
(1)
Keywords
large language model
(7)
reinforcement learning
(2)
direct preference optimization
(2)
supervised fine-tuning
(2)
mathematical reasoning
(2)
inference scaling
(2)
agent system
(2)
text generation
(1)
neural machine translation
(1)
multi-task learning
(1)
language model alignment
(1)
iterative refinement
(1)
software engineering
(1)
monte carlo tree search
(1)
code generation
(1)
scaling law
(1)
language model evaluation
(1)
reward model
(1)
language model
(1)
model training
(1)
Papers
A Survey of Post-Training Scaling in Large Language Models
ACL 2025
Controlling Large Language Model with Latent Action
ICML 2025
Fine-Grained Constraint Generation-Verification for Improved Instruction-Following
ACL 2025
LongReward: Improving Long-context Large Language Models with AI Feedback
ACL 2025
Multimodal Neural Machine Translation: A Survey of the State of the Art
EMNLP 2025
SceneGenAgent: Precise Industrial Scene Generation with Coding Agent
ACL 2025
SWE-Dev: Building Software Engineering Agents with Training and Inference Scaling
ACL 2025
T1: Advancing Language Model Reasoning through Reinforcement Learning and Inference Scaling
ICML 2025
TreeRL: LLM Reinforcement Learning with On-Policy Tree Search
ACL 2025
ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline
EMNLP 2024
MTDiag: An Effective Multi-Task Framework for Automatic Diagnosis
AAAI 2023