Revisiting the Role of Similarity and Dissimilarity in Best Counter Argument Retrieval. - Hongguang Shi; Shuirong Cao; Cam-Tu Nguyen (CoRR, 2023)

RLRF: Reinforcement Learning from Reflection through Debates as Feedback for Bias Mitigation in LLMs. - Ruoxi Cheng; Haoxuan Ma; Shuirong Cao; Tianyu Shi (CoRR, 2024)

A Unimodal Speaker-Level Membership Inference Detector for Contrastive Pretraining. - Ruoxi Cheng; Yizhong Ding; Shuirong Cao; Shitong Shao; Zhiqiang Wang (CoRR, 2024)

PBI-Attack: Prior-Guided Bimodal Interactive Black-Box Jailbreak Attack for Toxicity Maximization. - Ruoxi Cheng; Yizhong Ding; Shuirong Cao; Ranjie Duan; Xiaoshuang Jia; Shaowei Yuan; Zhiqiang Wang; Xiaojun Jia (CoRR, 2024)

AGR: Age Group fairness Reward for Bias Mitigation in LLMs. - Shuirong Cao; Ruoxi Cheng; Zhiqiang Wang (ICASSP, 2025)

USMID: A Unimodal Speaker-Level Membership Inference Detector for Contrastive Pretraining. - Ruoxi Cheng; Yizhong Ding; Shuirong Cao; Shitong Shao; Zhiqiang Wang (ICASSP Workshops, 2025)

Gibberish is All You Need for Membership Inference Detection in Contrastive Language-Audio Pretraining. - Ruoxi Cheng; Yizhong Ding; Shuirong Cao; Zhiqiang Wang 006 (ICMR, 2025)

SRMIR: Shadow Reward Models Based on Introspective Reasoning for LLM Alignment. - Ruoxi Cheng; Shuirong Cao (CoRR, 2025)