Yi-Kai Zhang

18 papers A* 6A 1Journal 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoBA-RL: Capability-Oriented Budget Allocation for Reinforcement Learning in LLMs.
CoRR
Zhiyuan Yao, Yi-Kai Zhang, Yuxin Chen, Yueqing Sun, Zishan Xu, Yu Yang, Tianhao Hu, Qi Gu, Hui Su, Xunliang Cai
2026 J jnl
ScaleEnv: Scaling Environment Synthesis from Scratch for Generalist Interactive Tool-Use Agent Training.
CoRR
Dunwei Tu, Hongyan Hao, Hansi Yang, Yihao Chen, Yi-Kai Zhang, Zhikang Xia, Yu Yang, Yueqing Sun, Xingchen Liu, Furao Shen, Qi Gu, Hui Su, Xunliang Cai
2026 J jnl
V
CoRR
Yi-Kai Zhang, Zhiyuan Yao, Hongyan Hao, Yueqing Sun, Qi Gu, Hui Su, Xunliang Cai, De-Chuan Zhan, Han-Jia Ye
2026 J jnl
V
CoRR
Yi-Kai Zhang, Yueqing Sun, Hongyan Hao, Qi Gu, Xunliang Cai, De-Chuan Zhan, Han-Jia Ye
2025 A* conf
Capability Instruction Tuning.
AAAI
Yi-Kai Zhang, De-Chuan Zhan, Han-Jia Ye
2025 J jnl
Capability Instruction Tuning: A New Paradigm for Dynamic LLM Routing.
CoRR
Yi-Kai Zhang, De-Chuan Zhan, Han-Jia Ye
2025 J jnl
Model Assembly Learning with Heterogeneous Layer Weight Merging.
CoRR
Yi-Kai Zhang, Jin Wang, Xu-Xiang Zhong, De-Chuan Zhan, Han-Jia Ye
2025 A* conf
ZooProbe: A Data Engine for Evaluating, Exploring, and Evolving Large-scale Training Data for Multimodal LLMs.
ICLR
Yi-Kai Zhang, Shiyin Lu, Qing-Guo Chen, De-Chuan Zhan, Han-Jia Ye
2024 J jnl
OmniEvalKit: A Modular, Lightweight Toolbox for Evaluating Large Language Model and its Omni-Extensions.
CoRR
Yi-Kai Zhang, Xu-Xiang Zhong, Shiyin Lu, Qing-Guo Chen, De-Chuan Zhan, Han-Jia Ye
2024 A* conf
Wings: Learning Multimodal LLMs without Text-only Forgetting.
NeurIPS
Yi-Kai Zhang, Shiyin Lu, Yang Li, Yanqing Ma, Qingguo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang, De-Chuan Zhan, Han-Jia Ye
2024 J jnl
Wings: Learning Multimodal LLMs without Text-only Forgetting.
CoRR
Yi-Kai Zhang, Shiyin Lu, Yang Li, Yanqing Ma, Qing-Guo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang, De-Chuan Zhan, Han-Jia Ye
2023 A* conf
Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration.
NeurIPS
Qi-Wei Wang, Da-Wei Zhou, Yi-Kai Zhang, De-Chuan Zhan, Han-Jia Ye
2023 J jnl
Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration.
CoRR
Qi-Wei Wang, Da-Wei Zhou, Yi-Kai Zhang, De-Chuan Zhan, Han-Jia Ye
2023 A* conf
Learning Debiased Representations via Conditional Attribute Interpolation.
CVPR
Yi-Kai Zhang, Qi-Wei Wang, De-Chuan Zhan, Han-Jia Ye
2023 A* conf
Model Spider: Learning to Rank Pre-Trained Models Efficiently.
NeurIPS
Yi-Kai Zhang, Ting-Ji Huang, Yao-Xiang Ding, De-Chuan Zhan, Han-Jia Ye
2023 J jnl
Model Spider: Learning to Rank Pre-Trained Models Efficiently.
CoRR
Yi-Kai Zhang, Ting-Ji Huang, Yao-Xiang Ding, De-Chuan Zhan, Han-Jia Ye
2023 J jnl
ZhiJian: A Unifying and Rapidly Deployable Toolbox for Pre-trained Model Reuse.
CoRR
Yi-Kai Zhang, Lu Ren, Chao Yi, Qi-Wei Wang, De-Chuan Zhan, Han-Jia Ye
2022 A conf
Audio-Visual Generalized Few-Shot Learning with Prototype-Based Co-Adaptation.
INTERSPEECH
Yi-Kai Zhang, Da-Wei Zhou, Han-Jia Ye, De-Chuan Zhan