Yi-Kai Zhang

According to our database, Yi-Kai Zhang authored at least 11 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Model Assembly Learning with Heterogeneous Layer Weight Merging.

Yi-Kai Zhang, Jin Wang, Xu-Xiang Zhong, De-Chuan Zhan, Han-Jia Ye

CoRR, March, 2025

Capability Instruction Tuning: A New Paradigm for Dynamic LLM Routing.

Yi-Kai Zhang, De-Chuan Zhan, Han-Jia Ye

CoRR, February, 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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Capability Instruction Tuning.

Yi-Kai Zhang, De-Chuan Zhan, Han-Jia Ye

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

OmniEvalKit: A Modular, Lightweight Toolbox for Evaluating Large Language Model and its Omni-Extensions.

Yi-Kai Zhang, Xu-Xiang Zhong, Shiyin Lu, Qing-Guo Chen, De-Chuan Zhan, Han-Jia Ye

CoRR, 2024

Wings: Learning Multimodal LLMs without Text-only Forgetting.

Yi-Kai Zhang, Shiyin Lu, Yang Li, Yanqing Ma, Qingguo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang, De-Chuan Zhan, Han-Jia Ye

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

ZhiJian: A Unifying and Rapidly Deployable Toolbox for Pre-trained Model Reuse.

Yi-Kai Zhang, Lu Ren, Chao Yi, Qi-Wei Wang, De-Chuan Zhan, Han-Jia Ye

CoRR, 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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Learning Debiased Representations via Conditional Attribute Interpolation.

Yi-Kai Zhang, Qi-Wei Wang, De-Chuan Zhan, Han-Jia Ye

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Audio-Visual Generalized Few-Shot Learning with Prototype-Based Co-Adaptation.

Yi-Kai Zhang, Da-Wei Zhou, Han-Jia Ye, De-Chuan Zhan

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022