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Lei Hou — most-cited papers & profile · Time Series
← authors
·
overview
Lei Hou
17
papers ·
6
citations ·
27
h-index
Hohai University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
AdaptThink: Reasoning Models Can Learn When to Think
2025 · 4 citations
VerIF: Verification Engineering for Reinforcement Learning in Instruction Following
2025 · 1 citations
VerIF: Verification Engineering for Reinforcement Learning in Instruction Following
2025 · 1 citations
WildReward: Learning Reward Models from In-the-Wild Human Interactions
2026
Boundary-Guided Policy Optimization for Memory-efficient RL of Diffusion Large Language Models
2025
Pairwise RM: Perform Best-of-N Sampling with Knockout Tournament
2025
Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis
2025
DeepPrune: Parallel Scaling without Inter-trace Redundancy
2025
KoLA: Carefully Benchmarking World Knowledge of Large Language Models
2023
SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation
2024
Pre-training Distillation for Large Language Models: A Design Space Exploration
2024
Constraint Back-translation Improves Complex Instruction Following of Large Language Models
2024
Top co-authors
Chenpeng Wang
· 1
Jiaran Ye
· 1
Juanzi Li
· 1
Liangming Pan
· 1
Lingxu Ran
· 1
Yong Jiang
· 1
Zijun Yao
· 1
Topics
Training Techniques
Evaluation
Reinforcement Learning
Efficiency
Code
Fine-Tuning
reasoning
In-Context Learning
Safety & Alignment
Software Engineering