Zhenyu Hou
11 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (33) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (13) π Renaissance Researcher (7)
π
Conference Polyglot
(4)
π
Century Club
(11)
β‘
Prolific Year
(9)
Conferences
ACL (6)
EMNLP (2)
ICML (2)
AAAI (1)
Top co-authors
Keywords
large language model
(6)
supervised fine-tuning
(2)
mathematical reasoning
(2)
direct preference optimization
(2)
agent system
(2)
text generation
(1)
neural machine translation
(1)
multi-task learning
(1)
code generation
(1)
language model evaluation
(1)
language model alignment
(1)
iterative refinement
(1)
software engineering
(1)
tree search
(1)
reward model
(1)
multimodal learning
(1)
language model
(1)
scaling law
(1)
model training
(1)
preference optimization
(1)
Papers
Controlling Large Language Model with Latent Action
ICML 2025
A Survey of Post-Training Scaling in Large Language Models
ACL 2025
LongReward: Improving Long-context Large Language Models with AI Feedback
ACL 2025
TreeRL: LLM Reinforcement Learning with On-Policy Tree Search
ACL 2025
SceneGenAgent: Precise Industrial Scene Generation with Coding Agent
ACL 2025
SWE-Dev: Building Software Engineering Agents with Training and Inference Scaling
ACL 2025
Fine-Grained Constraint Generation-Verification for Improved Instruction-Following
ACL 2025
Multimodal Neural Machine Translation: A Survey of the State of the Art
EMNLP 2025
T1: Advancing Language Model Reasoning through Reinforcement Learning and Inference Scaling
ICML 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