Dynamic Relation-Aware Multiple Instance Learning for Few-Shot Learning. - Kaipeng Zheng; Liu Cheng; Jie Shen (IJCNN, 2022)

DiffKendall: A Novel Approach for Few-Shot Learning with Differentiable Kendall's Rank Correlation. - Kaipeng Zheng; Huishuai Zhang; Weiran Huang 001 (NeurIPS, 2023)

Efficient Few-Shot Clinical Task Adaptation with Large Language Models. - Kaipeng Zheng; Weiran Huang 001; Lichao Sun 001 (CoRR, 2023)

Federated Knowledge Distillation Enabled Image Semantic Communication. - Xinmian Xu; Kaipeng Zheng; Haie Dou; Mingkai Chen; Lei Wang 009 (GLOBECOM, 2024)

OTMatch: Improving Semi-Supervised Learning with Optimal Transport. - Zhiquan Tan; Kaipeng Zheng; Weiran Huang 001 (ICML, 2024)

Provable Contrastive Continual Learning. - Yichen Wen; Zhiquan Tan; Kaipeng Zheng; Chuanlong Xie; Weiran Huang 001 (ICML, 2024)

CrystalX: Ultra-Precision Crystal Structure Resolution and Error Correction Using Deep Learning. - Kaipeng Zheng; Weiran Huang 001; Wanli Ouyang; Hansen Zhong; Yuqiang Li (CoRR, 2024)

Two-stage Reinforcement Learning Empowered Wireless Semantic Video Transmission. - Mujian Zeng; Wenbo Ma; Kaipeng Zheng; Wenqin Zhuang; Mingkai Chen (WCNC, 2025)

Advancing Multimodal Reasoning via Reinforcement Learning with Cold Start. - Lai Wei 005; Yuting Li; Kaipeng Zheng; Chen Wang; Yue Wang; Linghe Kong; Lichao Sun 001; Weiran Huang 001 (CoRR, 2025)

Vision Matters: Simple Visual Perturbations Can Boost Multimodal Math Reasoning. - Yuting Li; Lai Wei 005; Kaipeng Zheng; Jingyuan Huang; Linghe Kong; Lichao Sun 001; Weiran Huang 001 (CoRR, 2025)