UniAP: Towards Universal Animal Perception in Vision via Few-Shot Learning. - Meiqi Sun; Zhonghan Zhao; Wenhao Chai; Hanjun Luo; Shidong Cao; Yanting Zhang 001; Jenq-Neng Hwang; Gaoang Wang (AAAI, 2024)

FAIntbench: A Holistic and Precise Benchmark for Bias Evaluation in Text-to-Image Models. - Hanjun Luo; Ziye Deng; Ruizhe Chen; Zuozhu Liu (CoRR, 2024)

BIGbench: A Unified Benchmark for Social Bias in Text-to-Image Generative Models Based on Multi-modal LLM. - Hanjun Luo; Haoyu Huang; Ziye Deng; Xuecheng Liu; Ruizhe Chen; Zuozhu Liu (CoRR, 2024)

VersusDebias: Universal Zero-Shot Debiasing for Text-to-Image Models via SLM-Based Prompt Engineering and Generative Adversary. - Hanjun Luo; Ziye Deng; Haoyu Huang; Xuecheng Liu; Ruizhe Chen; Zuozhu Liu (CoRR, 2024)

GEIC: Universal and Multilingual Named Entity Recognition with Large Language Models. - Hanjun Luo; Yingbin Jin; Xuecheng Liu; Tong Shang; Ruizhe Chen; Zuozhu Liu (CoRR, 2024)

A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment. - Kun Wang 056; Guibin Zhang; Zhenhong Zhou; Jiahao Wu; Miao Yu; Shiqian Zhao; Chenlong Yin; Jinhu Fu; Yibo Yan; Hanjun Luo; Liang Lin; Zhihao Xu; et al. (CoRR, 2025)

AudioTrust: Benchmarking the Multifaceted Trustworthiness of Audio Large Language Models. - Kai Li; Can Shen; Yile Liu; Jirui Han; Kelong Zheng; Xuechao Zou; Zhe Wang 019; Xingjian Du; Shun Zhang; Hanjun Luo; Yingbin Jin; Xinxin Xing; et al. (CoRR, 2025)

AgentAuditor: Human-Level Safety and Security Evaluation for LLM Agents. - Hanjun Luo; Shenyu Dai; Chiming Ni; Xinfeng Li; Guibin Zhang; Kun Wang 056; Tongliang Liu; Hanan Salam (CoRR, 2025)

AutoDebias: Automated Framework for Debiasing Text-to-Image Models. - Hongyi Cai; Mohammad Mahdinur Rahman; Mingkang Dong; Jie Li; Muxin Pu; Zhili Fang; Yinan Peng; Hanjun Luo; Yang Liu (CoRR, 2025)