Yongkang Xiao

31 papers Misc 1Journal 19Unranked 11
YearRankTypeTitle / Venue / Authors
2025 — conf
DrKGC: Dynamic Subgraph Retrieval-Augmented LLMs for Knowledge Graph Completion across General and Biomedical Domains.
EMNLP (Findings)
Yongkang Xiao, Sinian Zhang, Yi Dai, Huixue Zhou, Jue Hou, Jie Ding, Rui Zhang
2025 J jnl
DrKGC: Dynamic Subgraph Retrieval-Augmented LLMs for Knowledge Graph Completion across General and Biomedical Domains.
CoRR
Yongkang Xiao, Sinian Zhang, Yi Dai, Huixue Zhou, Jue Hou, Jie Ding, Rui Zhang
2025 J jnl
HERGC: Heterogeneous Experts Representation and Generative Completion for Multimodal Knowledge Graphs.
CoRR
Yongkang Xiao, Rui Zhang
2025 J jnl
KNowNEt:Guided Health Information Seeking from LLMs via Knowledge Graph Integration.
IEEE Trans. Vis. Comput. Graph.
Youfu Yan, Yu Hou, Yongkang Xiao, Rui Zhang, Qianwen Wang
2025 J jnl
Retrieval-augmented in-context learning for multimodal large language models in disease classification.
CoRR
Zaifu Zhan, Shuang Zhou, Xiaoshan Zhou, Yongkang Xiao, Jun Wang, Jiawen Deng, He Zhu, Yu Hou, Rui Zhang
2025 — conf
The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit.
ACL (1)
Huixue Zhou, Hengrui Gu, Zaifu Zhan, Xi Liu, Kaixiong Zhou, Yongkang Xiao, Mingfu Liang, Srinivas Prasad Govindan, Piyush Chawla, Jiyan Yang, Xiangfei Meng, Huayu Li, Buyun Zhang, Liang Luo, Wen-Yen Chen, Yiping Han, Bo Long, Rui Zhang, Tianlong Chen
2025 J jnl
The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit.
CoRR
Huixue Zhou, Hengrui Gu, Xi Liu, Kaixiong Zhou, Mingfu Liang, Yongkang Xiao, Srinivas Govindan, Piyush Chawla, Jiyan Yang, Xiangfei Meng, Huayu Li, Buyun Zhang, Liang Luo, Wen-Yen Chen, Yiping Han, Bo Long, Rui Zhang, Tianlong Chen
2024 J jnl
Benchmarking Retrieval-Augmented Large Language Models in Biomedical NLP: Application, Robustness, and Self-Awareness.
CoRR
Mingchen Li, Zaifu Zhan, Han Yang, Yongkang Xiao, Jiatan Huang, Rui Zhang
2024 J jnl
FuseLinker: Leveraging LLM's pre-trained text embeddings and domain knowledge to enhance GNN-based link prediction on biomedical knowledge graphs.
J. Biomed. Informatics
Yongkang Xiao, Sinian Zhang, Huixue Zhou, Mingchen Li, Han Yang, Rui Zhang
2024 J jnl
KNOWNET: Guided Health Information Seeking from LLMs via Knowledge Graph Integration.
CoRR
Youfu Yan, Yu Hou, Yongkang Xiao, Rui Zhang, Qianwen Wang
2024 J jnl
LEAP: LLM instruction-example adaptive prompting framework for biomedical relation extraction.
J. Am. Medical Informatics Assoc.
Huixue Zhou, Mingchen Li, Yongkang Xiao, Han Yang, Rui Zhang
2024 J jnl
RiTeK: A Dataset for Large Language Models Complex Reasoning over Textual Knowledge Graphs.
CoRR
Jiatan Huang, Mingchen Li, Zonghai Yao, Zhichao Yang, Yongkang Xiao, Feiyun Ouyang, Xiaohan Li, Shuo Han, Hong Yu
2023 J jnl
Knowledge tracing based on multi-feature fusion.
Neural Comput. Appl.
Yongkang Xiao, Rong Xiao, Ning Huang, Yixin Hu, Huan Li, Bo Sun
2023 — conf
Repurposing Drugs for Alzheimer's Diseases through Link Prediction on Biomedical Literature.
ICHI
Yongkang Xiao, Yu Hou, Huixue Zhou, Gayo Diallo, Marcelo Fiszman, Julian Wolfson, Halil Kilicoglu, You Chen, Hua Xu, William G. Mantyh, Rui Zhang
2022 J jnl
Machine Reading Comprehension with Rich Knowledge.
Int. J. Pattern Recognit. Artif. Intell.
Jun He, Li Peng, Yinghui Zhang, Bo Sun, Rong Xiao, Yongkang Xiao
2021 — conf
Adversarial Training Leaded Robust MRC Method.
SETE
Bo Sun, Hang Li, Rong Zhong, Mengqi Zhao, Hao Liang, Xiaoqi Jiang, Yongkang Xiao, Rong Xiao, Yinghui Zhang, Jun He, Peidi Gu
2021 — conf
Bipolar Disorder Classification based on Multimodal Recordings.
ICCPR
Siming Cao, Huanqing Yan, Penghao Rao, Kaijie Zhao, Xiaocui Yu, Jun He, Lejun Yu, Yongkang Xiao
2021 — conf
Deep Knowledge Tracking Based on Exercise Semantic Information.
SETE
Rong Xiao, Ruili Zheng, Yongkang Xiao, Yinghui Zhang, Bo Sun, Jun He
2020 J jnl
Tagging Reading Comprehension Materials With Document Extraction Attention Networks.
IEEE Trans. Learn. Technol.
Bo Sun, Yunzong Zhu, Zeng Yao, Rong Xiao, Yongkang Xiao, Yungang Wei
2019 J jnl
An automatic diagnostic network using skew-robust adversarial discriminative domain adaptation to evaluate the severity of depression.
Comput. Methods Programs Biomed.
Bo Sun, Yinghui Zhang, Jun He, Yongkang Xiao, Rong Xiao
2019 J jnl
Automatic Question Tagging with Deep Neural Networks.
IEEE Trans. Learn. Technol.
Bo Sun, Yunzong Zhu, Yongkang Xiao, Rong Xiao, Yungang Wei
2019 — conf
Cross-culture Continuous Emotion Recognition with Multimodal Features.
ICCPR
Jun He, Penghao Rao, Siming Cao, Bo Sun, Lejun Yu, Huanqing Yan, Yongkang Xiao
2019 J jnl
Feature augmentation for imbalanced classification with conditional mixture WGANs.
Signal Process. Image Commun.
Yinghui Zhang, Bo Sun, Yongkang Xiao, Rong Xiao, Yungang Wei
2018 J jnl
Content-Based Efficient Messages Transmission in WSNs.
Wirel. Commun. Mob. Comput.
Rong Xiao, Bo Sun, Yongkang Xiao, Yungang Wei, Wenlong Chen
2017 — conf
A Notification Transmission Mechanism for Sensor Nodes Based on Sensing Contents in IoTs.
IIKI
Rong Xiao, Bo Sun, Yongkang Xiao, Yungang Wei
2017 — conf
Differences of online learning behaviors and eye-movement between students having different personality traits.
MIE@ICMI
Bo Sun, Song Lai, Congcong Xu, Rong Xiao, Yungang Wei, Yongkang Xiao
2014 — conf
PFPG: A novel MTU model for IPv4/IPv6 transition.
FSKD
Rong Xiao, Yungang Wei, Yongkang Xiao, Xiaoming Zhu, Bo Sun
2009 Misc conf
An Improved Cloud Rendering Method.
ICIG
Xiaoyan Hu, Bo Sun, Xiaohui Liang, Jun He, Yongkang Xiao, Rong Xiao, Wei Ren
2009 — conf
Management of Air Quality Monitor Data with Data Warehouse and GIS.
CSIE (4)
Yongkang Xiao, Cuiling Ji
2005 J jnl
Cross-Layer Design Improves TCP Performance in Multihop Ad Hoc Networks.
IEICE Trans. Commun.
Yongkang Xiao, Xiuming Shan, Yong Ren
2005 J jnl
Game theory models for IEEE 802.11 DCF in wireless ad hoc networks.
IEEE Commun. Mag.
Yongkang Xiao, Xiuming Shan, Yong Ren