Jizhou Guo

11 papers A* 2Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2026 — conf
Mining Intrinsic Rewards from LLM Hidden States for Efficient Best-of-N Sampling.
KDD (1)
Jizhou Guo, Zhaomin Wu, Hanchen Yang, Philip S. Yu
2025 J jnl
DeepResearchGuard: Deep Research with Open-Domain Evaluation and Multi-Stage Guardrails for Safety.
CoRR
Wei-Chieh Huang, Henry Peng Zou, Yaozu Wu, Dongyuan Li, Yankai Chen, Weizhi Zhang, Yangning Li, Angelo Zangari, Jizhou Guo, Chunyu Miao, Liancheng Fang, Langzhou He, Renhe Jiang, Philip S. Yu
2025 J jnl
LENS: Learning Ensemble Confidence from Neural States for Multi-LLM Answer Integration.
CoRR
Jizhou Guo
2025 J jnl
LLM DNA: Tracing Model Evolution via Functional Representations.
CoRR
Zhaomin Wu, Haodong Zhao, Ziyang Wang, Jizhou Guo, Qian Wang, Bingsheng He
2025 A* conf
Model-based Large Language Model Customization as Service.
EMNLP
Zhaomin Wu, Jizhou Guo, Junyi Hou, Bingsheng He, Lixin Fan, Qiang Yang
2025 J jnl
PSG-Agent: Personality-Aware Safety Guardrail for LLM-based Agents.
CoRR
Yaozu Wu, Jizhou Guo, Dongyuan Li, Henry Peng Zou, Wei-Chieh Huang, Yankai Chen, Zhen Wang, Weizhi Zhang, Yangning Li, Meng Zhang, Renhe Jiang, Philip S. Yu
2025 J jnl
RECODE-H: A Benchmark for Research Code Development with Interactive Human Feedback.
CoRR
Chunyu Miao, Henry Peng Zou, Yangning Li, Yankai Chen, Yibo Wang, Fangxin Wang, Yifan Li, Wooseong Yang, Bowei He, Xinni Zhang, Dianzhi Yu, Hanchen Yang, Hoang H. Nguyen, Yue Zhou, Jie Yang, Jizhou Guo, Wenzhe Fan, Chin-Yuan Yeh, Panpan Meng, Liancheng Fang, Jinhu Qi, Wei-Chieh Huang, Zhengyao Gu, Yuwei Han, Langzhou He, Yuyao Yang, Yinghui Li, Hai-Tao Zheng, Xue Liu, Irwin King, Philip S. Yu
2025 J jnl
Reward Inside the Model: A Lightweight Hidden-State Reward Model for LLM's Best-of-N sampling.
CoRR
Jizhou Guo, Zhaomin Wu, Philip S. Yu
2024 A* conf
Calibrating Reasoning in Language Models with Internal Consistency.
NeurIPS
Zhihui Xie, Jizhou Guo, Tong Yu, Shuai Li
2024 J jnl
Calibrating Reasoning in Language Models with Internal Consistency.
CoRR
Zhihui Xie, Jizhou Guo, Tong Yu, Shuai Li
2024 J jnl
Model-Based Differentially Private Knowledge Transfer for Large Language Models.
CoRR
Zhaomin Wu, Jizhou Guo, Junyi Hou, Bingsheng He, Lixin Fan, Qiang Yang