Sirui Huang

According to our database, Sirui Huang authored at least 20 papers between 2021 and 2025.

Collaborative distances:

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

2025

Simplifying Graph Kernels for Efficient.

Lin Wang, Shijie Wang, Sirui Huang, Qing Li

CoRR, July, 2025

Decentralized Federated Learning for Wireless Traffic Prediction.

Haochang Zhang, Sirui Huang, Xiaotian Zhou, Chuanting Zhang, Junrong Jia

IEEE Commun. Lett., May, 2025

HyperG: Hypergraph-Enhanced LLMs for Structured Knowledge.

Sirui Huang, Hanqian Li, Yanggan Gu, Xuming Hu, Qing Li, Guandong Xu

CoRR, February, 2025

<i>HyperG: </i> Hypergraph-Enhanced LLMs for Structured Knowledge.

Sirui Huang, Hanqian Li, Yanggan Gu, Xuming Hu, Qing Li, Guandong Xu

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

Photonic Transposed Convolution Accelerator Based on Micro-combs.

Chengzhuo Xia, Yifu Xu, Shifan Chen, Sirui Huang, Zhihui Liu, Yunping Bai, Sai T. Chu, Xiaotian Zhu, Brent E. Little, Roberto Morandotti, David J. Moss, Xingyuan Xu, Kun Xu

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2025

StructFact: Reasoning Factual Knowledge from Structured Data with Large Language Models.

Sirui Huang, Yanggan Gu, Zhonghao Li, Xuming Hu, Qing Li, Guandong Xu

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Capturing Nuanced Preferences: Preference-Aligned Distillation for Small Language Models.

Yanggan Gu, Junzhuo Li, Sirui Huang, Xin Zou, Zhenghua Li, Xuming Hu

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey.

Yunkai Dang, Kaichen Huang, Jiahao Huo, Yibo Yan, Sirui Huang, Dongrui Liu, Mengxi Gao, Jie Zhang, Chen Qian, Kun Wang, Yong Liu, Jing Shao, Hui Xiong, Xuming Hu

CoRR, 2024

Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models.

Xin Zou, Yizhou Wang, Yibo Yan, Sirui Huang, Kening Zheng, Junkai Chen, Chang Tang, Xuming Hu

CoRR, 2024

LATEX-GCL: Large Language Models (LLMs)-Based Data Augmentation for Text-Attributed Graph Contrastive Learning.

Haoran Yang, Xiangyu Zhao, Sirui Huang, Qing Li, Guandong Xu

CoRR, 2024

Reasoning Factual Knowledge in Structured Data with Large Language Models.

Sirui Huang, Yanggan Gu, Xuming Hu, Zhonghao Li, Qing Li, Guandong Xu

CoRR, 2024

Refiner: Restructure Retrieval Content Efficiently to Advance Question-Answering Capabilities.

Zhonghao Li, Xuming Hu, Aiwei Liu, Kening Zheng, Sirui Huang, Hui Xiong

CoRR, 2024

Refiner: Restructure Retrieved Content Efficiently to Advance Question-Answering Capabilities.

Zhonghao Li, Xuming Hu, Aiwei Liu, Kening Zheng, Sirui Huang, Hui Xiong

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

A Perturbation-Based Privacy Leakage Defense Method for Federal Learning.

Changsong Yang, Sirui Huang, Yong Ding, Hai Liang, Siyuan Jia, Xinyong Peng

Proceedings of the 9th IEEE International Conference on Data Science in Cyberspace, 2024

Counterfactual Debasing for Multi-behavior Recommendations.

Sirui Huang, Qian Li, Xiangmeng Wang, Dianer Yu, Guandong Xu, Qing Li

Proceedings of the Database Systems for Advanced Applications, 2024

2023

Time-Series Neural Network: A High-Accuracy Time-Series Forecasting Method Based on Kernel Filter and Time Attention.

Lexin Zhang, Ruihan Wang, Zhuoyuan Li, Jiaxun Li, Yichen Ge, Shiyun Wa, Sirui Huang, Chunli Lv

Inf., 2023

2022

GES Model : Combining Pearson Correlation Coefficient Analysis with Multilayer Perceptron.

Chunyu Sui, Xinrui Li, Yinghang Song, Sirui Huang, Yunpeng Zan

CoRR, 2022

GES Model : Combining Pearson Correlation CoefficientAnalysis with Multilayer Perceptron.

Chunyu Sui, Sirui Huang, Xinrui Li, Yinghang Song, Yunpeng Zan

Proceedings of the International Conference on Big Data, IoT, and Cloud Computing, 2022

2021

Multi-model Stacking Ensemble Learning for Student Achievement Prediction.

Tao Fang, Sirui Huang, Ya Zhou, Huibing Zhang

Proceedings of the 12th International Symposium on Parallel Architectures, 2021

A Deep Knowledge Tracking Model Integrating Difficulty Factors.

Zhuoqing Song, Sirui Huang, Ya Zhou

Proceedings of the CONF-CDS 2021: The 2nd International Conference on Computing and Data Science, 2021