KZ
Kongcheng Zhang
cs.AIcs.CLcs.LG
On Valency
published · living versionsW_gea2arze·v1 · currentpublished
PulmoWorld: An Asynchronous Multimodal Medical World Model for Longitudinal Pneumonia Dynamics
with Cheng Tang, Xinyu Zhang, Jiawei Chen, Minghui Zhang +12
1 version
Preprints & journals
8 papers in the corpus · 2024–2026Experience is the Best Teacher: Motivating Effective Exploration in Reinforcement Learning for LLMs2603.20046v1 · Wenjian Zhang, Kongcheng Zhang, Jiaxin Qi et al.2026 · 0 citationsarXiv
Replay Failures as Successes: Sample-Efficient Reinforcement Learning for Instruction Following2512.23457v1 · Kongcheng Zhang, Qi Yao, Shunyu Liu et al.2025 · 0 citationsarXiv
MUSE: MCTS-Driven Red Teaming Framework for Enhanced Multi-Turn Dialogue Safety in Large Language Models2509.14651v1 · Siyu Yan, Long Zeng, Xuecheng Wu et al.2025 · 2 citationsarXiv
Breaking the Exploration Bottleneck: Rubric-Scaffolded Reinforcement Learning for General LLM Reasoning2508.16949v7 · Yang Zhou, Sunzhu Li, Shunyu Liu et al.2025 · 0 citationsarXiv
Consistent Paths Lead to Truth: Self-Rewarding Reinforcement Learning for LLM Reasoning2506.08745v1 · Kongcheng Zhang, Qi Yao, Shunyu Liu et al.2025 · 1 citationarXiv
SeRL: Self-Play Reinforcement Learning for Large Language Models with Limited Data2505.20347v2 · Wenkai Fang, Shunyu Liu, Yang Zhou et al.2025 · 0 citationsarXiv
A Survey of Direct Preference Optimization2503.11701v1 · Shunyu Liu, Wenkai Fang, Zetian Hu et al.2025 · 3 citationsarXiv
Odyssey: Empowering Minecraft Agents with Open-World Skills2407.15325v3 · Shunyu Liu, Yaoru Li, Kongcheng Zhang et al.2024 · 1 citationarXiv
Career total: 8 works. 8 are in this corpus.
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