Yucong Dai - RankMe

16 papers A* 3A 1B 2Journal 9Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Adaptive Learning in Imbalanced Data Streams With Unpredictable Feature Evolution. IEEE Trans. Knowl. Data Eng. Jiahang Tu, Xijia Tang, Shilin Gu, Yucong Dai, Ruidong Fan, Chenping Hou
2025	J	`jnl`	Causally Fair Node Classification on Non-IID Graph Data. CoRR Yucong Dai, Lu Zhang, Yaowei Hu, Susan Gauch, Yongkai Wu
2025	—	`conf`	FairAgent: Democratizing Fairness-Aware Machine Learning with LLM-Powered Agents. ICDM (Workshops) Yucong Dai, Lu Zhang, Feng Luo, Mashrur Chowdhury, Yongkai Wu
2025	J	`jnl`	FairAgent: Democratizing Fairness-Aware Machine Learning with LLM-Powered Agents. CoRR Yucong Dai, Lu Zhang, Feng Luo, Mashrur Chowdhury, Yongkai Wu
2025	J	`jnl`	FairSAM: Fair Classification on Corrupted Data Through Sharpness-Aware Minimization. CoRR Yucong Dai, Jie Ji, Xiaolong Ma, Yongkai Wu
2025	A*	`conf`	Label Shift Meets Online Learning: Ensuring Consistent Adaptation with Universal Dynamic Regret. CVPR Yucong Dai, Shilin Gu, Ruidong Fan, Chao Xu, Chenping Hou
2025	A*	`conf`	Towards counterfactual fairness through auxiliary variables. ICLR Bowei Tian, Ziyao Wang, Shwai He, Wanghao Ye, Guoheng Sun, Yucong Dai, Yongkai Wu, Ang Li
2024	J	`jnl`	Fair Diagnosis: Leveraging Causal Modeling to Mitigate Medical Bias. CoRR Bowei Tian, Yexiao He, Meng Liu, Yucong Dai, Ziyao Wang, Shwai He, Guoheng Sun, Zheyu Shen, Wanghao Ye, Yongkai Wu, Ang Li
2024	B	`conf`	Fair Weak-Supervised Learning: A Multiple-Instance Learning Approach. IJCNN Yucong Dai, Xiangyu Jiang, Yaowei Hu, Lu Zhang, Yongkai Wu
2024	A*	`conf`	SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-Tuning. NeurIPS Yexiao He, Ziyao Wang, Zheyu Shen, Guoheng Sun, Yucong Dai, Yongkai Wu, Hongyi Wang, Ang Li
2024	J	`jnl`	SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-Tuning. CoRR Yexiao He, Ziyao Wang, Zheyu Shen, Guoheng Sun, Yucong Dai, Yongkai Wu, Hongyi Wang, Ang Li
2024	J	`jnl`	Towards counterfactual fairness thorough auxiliary variables. CoRR Bowei Tian, Ziyao Wang, Shwai He, Wanghao Ye, Guoheng Sun, Yucong Dai, Yongkai Wu, Ang Li
2023	J	`jnl`	Coupling Fairness and Pruning in a Single Run: a Bi-level Optimization Perspective. CoRR Yucong Dai, Gen Li, Feng Luo, Xiaolong Ma, Yongkai Wu
2023	B	`conf`	Fair Selection through Kernel Density Estimation. IJCNN Xiangyu Jiang, Yucong Dai, Yongkai Wu
2023	J	`jnl`	Threshold Dynamics and Probability Density Function of a Stochastic Avian Influenza Epidemic Model with Nonlinear Incidence Rate and Psychological Effect. J. Nonlinear Sci. Baoquan Zhou, Daqing Jiang, Yucong Dai, Tasawar Hayat
2021	A	`conf`	Stereo Superpixel Segmentation Via Dual-Attention Fusion Networks. ICME Ruiqi Wu, Yajuan Du, Hua Li, Yucong Dai