Multiple Instance Learning for Unilateral Data. - Xijia Tang; Tingjin Luo; Tianxiang Luan; Chenping Hou (PAKDD (1), 2021)

Multi-instance positive and unlabeled learning with bi-level embedding. - Xijia Tang; Chao Xu 008; Tingjin Luo; Chenping Hou (Intell. Data Anal., 2022)

Theoretically Guaranteed Distribution Adaptable Learning. - Chao Xu 008; Xijia Tang; Guoqing Liu; Yuhua Qian; Chenping Hou (CoRR, 2024)

Multi-Instance Learning with One Side Label Noise. - Tianxiang Luan; Shilin Gu; Xijia Tang; Wenzhang Zhuge; Chenping Hou (ACM Trans. Knowl. Discov. Data, 2024)

Incremental Label Distribution Learning. - Chao Xu 008; Xijia Tang; Hong Tao; Chenping Hou (KDD (1), 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)