Kaipeng Zheng

13 papers A* 3B 3Journal 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Advancing Multimodal Reasoning via Reinforcement Learning with Cold Start.
CoRR
Lai Wei, Yuting Li, Kaipeng Zheng, Chen Wang, Yue Wang, Linghe Kong, Lichao Sun, Weiran Huang
2025 B conf
Two-stage Reinforcement Learning Empowered Wireless Semantic Video Transmission.
WCNC
Mujian Zeng, Wenbo Ma, Kaipeng Zheng, Wenqin Zhuang, Mingkai Chen
2025 J jnl
Vision Matters: Simple Visual Perturbations Can Boost Multimodal Math Reasoning.
CoRR
Yuting Li, Lai Wei, Kaipeng Zheng, Jingyuan Huang, Linghe Kong, Lichao Sun, Weiran Huang
2024 J jnl
CrystalX: Ultra-Precision Crystal Structure Resolution and Error Correction Using Deep Learning.
CoRR
Kaipeng Zheng, Weiran Huang, Wanli Ouyang, Hansen Zhong, Yuqiang Li
2024 B conf
Federated Knowledge Distillation Enabled Image Semantic Communication.
GLOBECOM
Xinmian Xu, Kaipeng Zheng, Haie Dou, Mingkai Chen, Lei Wang
2024 A* conf
OTMatch: Improving Semi-Supervised Learning with Optimal Transport.
ICML
Zhiquan Tan, Kaipeng Zheng, Weiran Huang
2024 A* conf
Provable Contrastive Continual Learning.
ICML
Yichen Wen, Zhiquan Tan, Kaipeng Zheng, Chuanlong Xie, Weiran Huang
2024 J jnl
Provable Contrastive Continual Learning.
CoRR
Yichen Wen, Zhiquan Tan, Kaipeng Zheng, Chuanlong Xie, Weiran Huang
2023 A* conf
DiffKendall: A Novel Approach for Few-Shot Learning with Differentiable Kendall's Rank Correlation.
NeurIPS
Kaipeng Zheng, Huishuai Zhang, Weiran Huang
2023 J jnl
DiffKendall: A Novel Approach for Few-Shot Learning with Differentiable Kendall's Rank Correlation.
CoRR
Kaipeng Zheng, Huishuai Zhang, Weiran Huang
2023 J jnl
Efficient Few-Shot Clinical Task Adaptation with Large Language Models.
CoRR
Kaipeng Zheng, Weiran Huang, Lichao Sun
2023 J jnl
OTMatch: Improving Semi-Supervised Learning with Optimal Transport.
CoRR
Zhiquan Tan, Kaipeng Zheng, Weiran Huang
2022 B conf
Dynamic Relation-Aware Multiple Instance Learning for Few-Shot Learning.
IJCNN
Kaipeng Zheng, Liu Cheng, Jie Shen