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2020 – today
- 2025
[i8]Jizhou Guo, Zhaomin Wu
, Philip S. Yu:
Reward Inside the Model: A Lightweight Hidden-State Reward Model for LLM's Best-of-N sampling. CoRR abs/2505.12225 (2025)- [i7]Jizhou Guo:
LENS: Learning Ensemble Confidence from Neural States for Multi-LLM Answer Integration. CoRR abs/2507.23167 (2025) - [i6]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:
PSG-Agent: Personality-Aware Safety Guardrail for LLM-based Agents. CoRR abs/2509.23614 (2025) - [i5]Zhaomin Wu, Haodong Zhao, Ziyang Wang, Jizhou Guo, Qian Wang, Bingsheng He:
LLM DNA: Tracing Model Evolution via Functional Representations. CoRR abs/2509.24496 (2025) - [i4]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:
RECODE-H: A Benchmark for Research Code Development with Interactive Human Feedback. CoRR abs/2510.06186 (2025) - [i3]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:
DeepResearchGuard: Deep Research with Open-Domain Evaluation and Multi-Stage Guardrails for Safety. CoRR abs/2510.10994 (2025) - 2024
- [c1]Zhihui Xie, Jizhou Guo, Tong Yu, Shuai Li:
Calibrating Reasoning in Language Models with Internal Consistency. NeurIPS 2024 - [i2]Zhihui Xie, Jizhou Guo, Tong Yu, Shuai Li:
Calibrating Reasoning in Language Models with Internal Consistency. CoRR abs/2405.18711 (2024) - [i1]Zhaomin Wu, Jizhou Guo, Junyi Hou, Bingsheng He, Lixin Fan, Qiang Yang:
Model-Based Differentially Private Knowledge Transfer for Large Language Models. CoRR abs/2410.10481 (2024)
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