Zhang, Yi-Kai

8 publications

AAAI 2025 Capability Instruction Tuning Yi-Kai Zhang, De-Chuan Zhan, Han-Jia Ye

NeurIPS 2025 Let the LLM Stick to Its Strengths: Learning to Route Economical LLM Yi-Kai Zhang, Shiyin Lu, Qing-Guo Chen, Weihua Luo, De-Chuan Zhan, Han-Jia Ye

ICLRW 2025 Model Assembly Learning with Heterogeneous Layer Weight Merging Yi-Kai Zhang, Jin Wang, Xu-Xiang Zhong, De-Chuan Zhan, Han-Jia Ye

ICLR 2025 ZooProbe: A Data Engine for Evaluating, Exploring, and Evolving Large-Scale Training Data for Multimodal LLMs Yi-Kai Zhang, Shiyin Lu, Qing-Guo Chen, De-Chuan Zhan, Han-Jia Ye

NeurIPS 2024 Wings: Learning Multimodal LLMs Without Text-Only Forgetting Yi-Kai Zhang, Shiyin Lu, Yang Li, Yanqing Ma, Qing-Guo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang, De-Chuan Zhan, Han-Jia Ye

NeurIPS 2023 Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration Qi-Wei Wang, Da-Wei Zhou, Yi-Kai Zhang, De-Chuan Zhan, Han-Jia Ye

CVPR 2023 Learning Debiased Representations via Conditional Attribute Interpolation Yi-Kai Zhang, Qi-Wei Wang, De-Chuan Zhan, Han-Jia Ye

NeurIPS 2023 Model Spider: Learning to Rank Pre-Trained Models Efficiently Yi-Kai Zhang, Ting-Ji Huang, Yao-Xiang Ding, De-Chuan Zhan, Han-Jia Ye