Lei Hou
2 indexed papers
Recent (6 mo)
2With code
0Influential cites
0Benchmarked
0Publications per year
226
Top categories
AI×2NLP×2ML×1
Frequent co-authors
Research Timeline
2026
LongTraceRL: Learning Long-Context Reasoning from Search Agent Trajectories with Rubric Rewards
LongTraceRL addresses long-context reasoning challenges by generating highly challenging training data and introducing a fine-grained rubric reward, significantly improving evidence-grounded reasoning in LLMs.
EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific Discovery
This paper presents EurekAgent, an environment-engineered agent system for metric-driven autonomous scientific discovery.
Highlighted terms show continued research focus across papers
Papers
cs.AIcs.CLEmpiricalRecentJun 11, 2026
EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific Discovery
Amy Xin, Jiening Siow, Junjie Wang, Zijun Yao +4 more
This paper presents EurekAgent, an environment-engineered agent system for metric-driven autonomous scientific discovery.
View →
cs.CLcs.AIcs.LGRecent