Asynchronous Active Learning with Distributed Label Querying. - Sheng-Jun Huang; Chen-Chen Zong; Kun-Peng Ning; Haibo Ye (IJCAI, 2021)

Noise-Robust Bidirectional Learning with Dynamic Sample Reweighting. - Chen-Chen Zong; Zheng-Tao Cao; Hong-Tao Guo; Yun Du; Ming-Kun Xie; Shao-Yuan Li; Sheng-Jun Huang (CoRR, 2022)

Multi-Label Knowledge Distillation. - Penghui Yang 001; Ming-Kun Xie; Chen-Chen Zong; Lei Feng 006; Gang Niu 001; Masashi Sugiyama; Sheng-Jun Huang (ICCV, 2023)

Dirichlet-Based Prediction Calibration for Learning with Noisy Labels. - Chen-Chen Zong; Ye-Wen Wang; Ming-Kun Xie; Sheng-Jun Huang (AAAI, 2024)

CACL: Community-Aware Heterogeneous Graph Contrastive Learning for Social Media Bot Detection. - Sirry Chen; Shuo Feng; Songsong Liang; Chen-Chen Zong; Jing Li 049; Piji Li (ACL (Findings), 2024)

Bidirectional Uncertainty-Based Active Learning for Open-Set Annotation. - Chen-Chen Zong; Ye-Wen Wang; Kun-Peng Ning; Haibo Ye; Sheng-Jun Huang (ECCV (28), 2024)

Dirichlet-Based Coarse-to-Fine Example Selection For Open-Set Annotation. - Ye-Wen Wang; Chen-Chen Zong; Ming-Kun Xie; Sheng-Jun Huang (ICME, 2024)

Asymmetric Beta Loss for Evidence-Based Safe Semi-Supervised Multi-Label Learning. - Hao-Zhe Liu; Ming-Kun Xie; Chen-Chen Zong; Sheng-Jun Huang (KDD, 2024)

CACL: Community-Aware Heterogeneous Graph Contrastive Learning for Social Media Bot Detection. - Sirry Chen; Shuo Feng; Songsong Liang; Chen-Chen Zong; Jing Li; Piji Li (CoRR, 2024)

Dual-Head Knowledge Distillation: Enhancing Logits Utilization with an Auxiliary Head. - Penghui Yang 001; Chen-Chen Zong; Sheng-Jun Huang; Lei Feng 006; Bo An 001 (CoRR, 2024)

Rethinking Epistemic and Aleatoric Uncertainty for Active Open-Set Annotation: An Energy-Based Approach. - Chen-Chen Zong; Sheng-Jun Huang (CVPR, 2025)

Learning with Partial Labels from Conflict-Free and Semi-Supervised Perspective. - Chen-Chen Zong; Sheng-Jun Huang (ICASSP, 2025)

A Unified Open Adapter for Open-World Noisy Label Learning: Data-Centric and Learning-Based Insights. - Chen-Chen Zong; Penghui Yang 001; Ming-Kun Xie; Sheng-Jun Huang (IEEE Trans. Circuits Syst. Video Technol., 2025)