Semi-supervised learning for k-dependence Bayesian classifiers. - LiMin Wang 007; XinHao Zhang 001; Kuo Li; Shuai Zhang (Appl. Intell., 2022)

Semi-supervised weighting for averaged one-dependence estimators. - Limin Wang 007; Shuai Zhang; Musa Mammadov; Kuo Li; Xinhao Zhang 001; Siyuan Wu 002 (Appl. Intell., 2022)

Prototypical Reward Network for Data-Efficient RLHF. - Jinghan Zhang 002; Xiting Wang; Yiqiao Jin; Changyu Chen; Xinhao Zhang 001; Kunpeng Liu 001 (ACL (1), 2024)

Scoring with Large Language Models: A Study on Measuring Empathy of Responses in Dialogues. - Henry J. Xie; Jinghan Zhang 002; Xinhao Zhang 001; Kunpeng Liu 001 (IEEE Big Data, 2024)

Dynamic Weight Adjusting Deep Q-Networks for Real-Time Environmental Adaptation. - Xinhao Zhang 001; Jinghan Zhang 002; Wujun Si; Kunpeng Liu 001 (ICKG, 2024)

Enhancing Risk Assessment in Transformers with Loss-at-Risk Functions. - Jinghan Zhang 002; Henry Xie; Xinhao Zhang 001; Kunpeng Liu 001 (ICKG, 2024)

TFWT: Tabular Feature Weighting with Transformer. - Xinhao Zhang 001; Zaitian Wang; Lu Jiang 007; Wanfu Gao; Pengfei Wang 008; Kunpeng Liu 001 (IJCAI, 2024)

Dynamic and Adaptive Feature Generation with LLM. - Xinhao Zhang 001; Jinghan Zhang 002; Banafsheh Rekabdar; Yuanchun Zhou; Pengfei Wang 008; Kunpeng Liu 001 (CoRR, 2024)

Retrieval-Augmented Feature Generation for Domain-Specific Classification. - Xinhao Zhang 001; Jinghan Zhang 002; Fengran Mo; Yuzhong Chen; Kunpeng Liu 001 (CoRR, 2024)

Diversity-oriented Data Augmentation with Large Language Models. - Zaitian Wang; Jinghan Zhang 002; Xinhao Zhang 001; Kunpeng Liu 001; Pengfei Wang 008; Yuanchun Zhou (ACL (1), 2025)

LEKA:LLM-Enhanced Knowledge Augmentation. - Xinhao Zhang 001; Jinghan Zhang 002; Fengran Mo; Dongjie Wang; Yanjie Fu; Kunpeng Liu 001 (CoRR, 2025)