SVDD boundary and DPC clustering technique-based oversampling approach for handling imbalanced and overlapped data. - Xinmin Tao; Wei Chen; Xiaohan Zhang; Wenjie Guo; Lin Qi; Zhiting Fan (Knowl. Based Syst., 2021)

SVDD-based weighted oversampling technique for imbalanced and overlapped dataset learning. - Xinmin Tao; Yujia Zheng; Wei Chen; Xiaohan Zhang; Lin Qi; Zhiting Fan; Shan Huang (Inf. Sci., 2022)

Regularized semi-supervised KLFDA algorithm based on density peak clustering. - Xinmin Tao; Yixuan Bao; Xiaohan Zhang; Tian Liang; Lin Qi; Zhiting Fan; Shan Huang (Neural Comput. Appl., 2022)

BiasAlert: A Plug-and-play Tool for Social Bias Detection in LLMs. - Zhiting Fan; Ruizhe Chen; Ruiling Xu; Zuozhu Liu (EMNLP, 2024)

A MeanShift-guided oversampling with self-adaptive sizes for imbalanced data classification. - Xinmin Tao; Xiaohan Zhang; Yujia Zheng; Lin Qi; Zhiting Fan; Shan Huang (Inf. Sci., 2024)

BiasGuard: A Reasoning-Enhanced Bias Detection Tool for Large Language Models. - Zhiting Fan; Ruizhe Chen; Zuozhu Liu (ACL (Findings), 2025)

FairSteer: Inference Time Debiasing for LLMs with Dynamic Activation Steering. - Yichen Li; Zhiting Fan; Ruizhe Chen; Xiaotang Gai; Luqi Gong; Yan Zhang 004; Zuozhu Liu (ACL (Findings), 2025)

FairMT-Bench: Benchmarking Fairness for Multi-turn Dialogue in Conversational LLMs. - Zhiting Fan; Ruizhe Chen; Tianxiang Hu; Zuozhu Liu (ICLR, 2025)

FairSteer: Inference Time Debiasing for LLMs with Dynamic Activation Steering. - Yichen Li; Zhiting Fan; Ruizhe Chen; Xiaotang Gai; Luqi Gong; Yan Zhang; Zuozhu Liu (CoRR, 2025)

Datasets and Recipes for Video Temporal Grounding via Reinforcement Learning. - Ruizhe Chen; Zhiting Fan; Tianze Luo; Heqing Zou; Zhaopeng Feng; Guiyang Xie; Hansheng Zhang; Zhuochen Wang; Zuozhu Liu; Huaijian Zhang (CoRR, 2025)