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Lei Hou — most-cited papers & profile · Large Language Models
← authors
·
overview
Lei Hou
35
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
WildReward: Learning Reward Models from In-the-Wild Human Interactions
2026
LongTraceRL: Learning Long-Context Reasoning from Search Agent Trajectories with Rubric Rewards
2026
Pairwise RM: Perform Best-of-N Sampling with Knockout Tournament
2025
LongWriter-V: Enabling Ultra-Long and High-Fidelity Generation in Vision-Language Models
2025
ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation
2025
AGENTIF: Benchmarking Instruction Following of Large Language Models in Agentic Scenarios
2025
Are Reasoning Models More Prone to Hallucination?
2025
Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis
2025
StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets?
2025
DeepPrune: Parallel Scaling without Inter-trace Redundancy
2025
Boundary-Guided Policy Optimization for Memory-efficient RL of Diffusion Large Language Models
2025
MRCEval: A Comprehensive, Challenging and Accessible Machine Reading Comprehension Benchmark
2025
KoLA: Carefully Benchmarking World Knowledge of Large Language Models
2023
Top co-authors
Juanzi Li
· 24
Zijun Yao
· 9
Hao Peng
· 8
Jiajie Zhang
· 7
Shangqing Tu
· 6
Xiaozhi Wang
· 6
Yunjia Qi
· 6
Yushi Bai
· 6
Bin Xu
· 5
Nianyi Lin
· 5
Shulin Cao
· 5
Yantao Liu
· 5
Topics
Training Techniques
Evaluation
Reinforcement Learning
In-Context Learning
Fine-Tuning
RAG
Efficiency
Agentic
Code
Safety & Alignment