Stereo Superpixel Segmentation Via Dual-Attention Fusion Networks. - Ruiqi Wu; Yajuan Du; Hua Li 012; Yucong Dai (ICME, 2021)

Fair Selection through Kernel Density Estimation. - Xiangyu Jiang; Yucong Dai; Yongkai Wu (IJCNN, 2023)

Coupling Fairness and Pruning in a Single Run: a Bi-level Optimization Perspective. - Yucong Dai; Gen Li 012; Feng Luo 001; Xiaolong Ma; Yongkai Wu (CoRR, 2023)

Threshold Dynamics and Probability Density Function of a Stochastic Avian Influenza Epidemic Model with Nonlinear Incidence Rate and Psychological Effect. - Baoquan Zhou; Daqing Jiang; Yucong Dai; Tasawar Hayat (J. Nonlinear Sci., 2023)

Fair Weak-Supervised Learning: A Multiple-Instance Learning Approach. - Yucong Dai; Xiangyu Jiang; Yaowei Hu 001; Lu Zhang 021; Yongkai Wu (IJCNN, 2024)

SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-Tuning. - Yexiao He; Ziyao Wang; Zheyu Shen; Guoheng Sun; Yucong Dai; Yongkai Wu; Hongyi Wang 001; Ang Li 005 (NeurIPS, 2024)

Fair Diagnosis: Leveraging Causal Modeling to Mitigate Medical Bias. - Bowei Tian; Yexiao He; Meng Liu; Yucong Dai; Ziyao Wang; Shwai He; Guoheng Sun; Zheyu Shen; Wanghao Ye; Yongkai Wu; Ang Li 005 (CoRR, 2024)

Towards counterfactual fairness thorough auxiliary variables. - Bowei Tian; Ziyao Wang; Shwai He; Wanghao Ye; Guoheng Sun; Yucong Dai; Yongkai Wu; Ang Li 005 (CoRR, 2024)

Label Shift Meets Online Learning: Ensuring Consistent Adaptation with Universal Dynamic Regret. - Yucong Dai; Shilin Gu; Ruidong Fan; Chao Xu 008; Chenping Hou (CVPR, 2025)

Towards counterfactual fairness through auxiliary variables. - Bowei Tian; Ziyao Wang; Shwai He; Wanghao Ye; Guoheng Sun; Yucong Dai; Yongkai Wu; Ang Li 005 (ICLR, 2025)

FairSAM: Fair Classification on Corrupted Data Through Sharpness-Aware Minimization. - Yucong Dai; Jie Ji; Xiaolong Ma; Yongkai Wu (CoRR, 2025)

Adaptive Learning in Imbalanced Data Streams With Unpredictable Feature Evolution. - Jiahang Tu; Xijia Tang; Shilin Gu; Yucong Dai; Ruidong Fan; Chenping Hou (IEEE Trans. Knowl. Data Eng., 2025)

Causally Fair Node Classification on Non-IID Graph Data. - Yucong Dai; Lu Zhang 021; Yaowei Hu 001; Susan Gauch; Yongkai Wu (CoRR, 2025)