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AQLoRA: An Adaptive Quantization-based Efficient Fine-tuning Method for LLMs Conference paper
Xingchen Huang, Yujia Huo, Derek F. Wong, Yao Wang, Liqiong Cai, Yonghong Jiang. AQLoRA: An Adaptive Quantization-based Efficient Fine-tuning Method for LLMs[C], 2024.
Authors:  Xingchen Huang;  Yujia Huo;  Derek F. Wong;  Yao Wang;  Liqiong Cai; et al.
Favorite |  | Submit date：2024/08/30
Learning cognitive embedding using signed knowledge interaction graph Journal article
Huo, Yujia, Wong, Derek F., Ni, Lionel M., Chao, Lidia S., Zhang, Jing, Zuo, Xin. Learning cognitive embedding using signed knowledge interaction graph[J]. Knowledge-Based Systems, 2021, 229, 107327.
Authors:  Huo, Yujia;  Wong, Derek F.;  Ni, Lionel M.;  Chao, Lidia S.;  Zhang, Jing; et al.
Favorite | TC[WOS]:4 TC[Scopus]:5  IF:7.2/7.4 | Submit date：2021/12/08
Knowledge Representation  Representation Learning  Signed Interaction Graph  
HeTROPY: Explainable learning diagnostics via heterogeneous maximum-entropy and multi-spatial knowledge representation Journal article
Huo,Yujia, Wong,Derek F., Ni,Lionel M., Chao,Lidia S., Zhang,Jing. HeTROPY: Explainable learning diagnostics via heterogeneous maximum-entropy and multi-spatial knowledge representation[J]. Knowledge-Based Systems, 2020, 207, 106389.
Authors:  Huo,Yujia;  Wong,Derek F.;  Ni,Lionel M.;  Chao,Lidia S.;  Zhang,Jing
Favorite | TC[WOS]:11 TC[Scopus]:11  IF:7.2/7.4 | Submit date：2021/03/11
Causal Reasoning  Knowledge Representation  Learning Diagnostics  Relation Prediction  
Knowledge modeling via contextualized representations for LSTM-based personalized exercise recommendation Journal article
Huo,Yujia, Wong,Derek F., Ni,Lionel M., Chao,Lidia S., Zhang,Jing. Knowledge modeling via contextualized representations for LSTM-based personalized exercise recommendation[J]. INFORMATION SCIENCES, 2020, 523, 266-278.
Authors:  Huo,Yujia;  Wong,Derek F.;  Ni,Lionel M.;  Chao,Lidia S.;  Zhang,Jing
Favorite | TC[WOS]:46 TC[Scopus]:71  IF:0/0 | Submit date：2021/03/11
Context Representation  Exercise Recommendation  Knowledge Tracing  Lstm  Personalized Learning  
Towards Personalized Learning Through Class Contextual Factors-Based Exercise Recommendation Conference paper
Huo, Yujia, Xiao, Jiang, Ni, Lionel M.. Towards Personalized Learning Through Class Contextual Factors-Based Exercise Recommendation[C], 2019, 85-92.
Authors:  Huo, Yujia;  Xiao, Jiang;  Ni, Lionel M.
Favorite | TC[WOS]:9 TC[Scopus]:12 | Submit date：2022/04/15
Attribute-based Recommendation  Learning Remediation  Performance Prediction  Personalized Learning  Q-matrix  Recommender Systems