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Lei Hou — most-cited papers & profile · Multimodal
← 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
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
LongTraceRL: Learning Long-Context Reasoning from Search Agent Trajectories with Rubric Rewards
2026
VerIF: Verification Engineering for Reinforcement Learning in Instruction Following
2025
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
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
In-Context Learning
Fine-Tuning
RAG
Efficiency
Agentic
Code
Safety & Alignment