Toward Multi-sided Fairness: A Fairness-Aware Order Dispatch System for Instant Delivery Service. - Zouying Cao; Lin Jiang 007; Xiaolei Zhou 001; Shilin Zhu; Hai Wang 019; Shuai Wang 008 (WASA (2), 2022)

AutoHall: Automated Hallucination Dataset Generation for Large Language Models. - Zouying Cao; Yifei Yang; Hai Zhao 001 (CoRR, 2023)

Head-wise Shareable Attention for Large Language Models. - Zouying Cao; Yifei Yang; Hai Zhao 001 (EMNLP (Findings), 2024)

LaCo: Large Language Model Pruning via Layer Collapse. - Yifei Yang; Zouying Cao; Hai Zhao 001 (EMNLP (Findings), 2024)

Nothing in Excess: Mitigating the Exaggerated Safety for LLMs via Safety-Conscious Activation Steering. - Zouying Cao; Yifei Yang; Hai Zhao 001 (CoRR, 2024)

KVSharer: Efficient Inference via Layer-Wise Dissimilar KV Cache Sharing. - Yifei Yang; Zouying Cao; Qiguang Chen; Libo Qin 001; Dongjie Yang; Hai Zhao 001; Zhi Chen 006 (CoRR, 2024)

SCANS: Mitigating the Exaggerated Safety for LLMs via Safety-Conscious Activation Steering. - Zouying Cao; Yifei Yang; Hai Zhao 001 (AAAI, 2025)

PGPO: Enhancing Agent Reasoning via Pseudocode-style Planning Guided Preference Optimization. - Zouying Cao; Runze Wang; Yifei Yang; Xinbei Ma; Xiaoyong Zhu; Bo Zheng; Hai Zhao 001 (ACL (Findings), 2025)

LESA: Learnable LLM Layer Scaling-Up. - Yifei Yang; Zouying Cao; Xinbei Ma; Yao Yao; Zhi Chen 006; Libo Qin 001; Hai Zhao 001 (ACL (1), 2025)

Plan-over-Graph: Towards Parallelable LLM Agent Schedule. - Shiqi Zhang; Xinbei Ma; Zouying Cao; Zhuosheng Zhang 001; Hai Zhao 001 (CoRR, 2025)