Juanzi Li
3 indexed papers
Recent (6 mo)
3With code
0Influential cites
0Benchmarked
0Publications per year
326
Top categories
AI×3NLP×3ML×2
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.
Reproducing, Analyzing, and Detecting Reward Hacking in Rubric-Based Reinforcement Learning
This paper introduces CHERRL, a controllable hacking environment for rubric-based reinforcement learning to study and mitigate reward hacking.
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.
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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.
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cs.LGcs.AIcs.CLRecent