Xiuqi Huang

According to our database, Xiuqi Huang authored at least 27 papers between 2019 and 2025.

Collaborative distances:

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

2025

Overlap-aware influence maximization with balanced replay deep Q-network.

Yuxin Zuo, Xiuqi Huang, Tiantian Wei, Jianxiong Guo, Xiaofeng Gao, Guihai Chen

Knowl. Inf. Syst., November, 2025

Graphon-Based Visual Abstraction for Large Multi-Layer Networks.

Ziliang Wu, Minfeng Zhu, Zhaosong Huang, Junxu Chen, Tiansheng Zhang, Shengbing Shi, Hao Li, Qiang Bai, Hongchao Qu, Xiuqi Huang, Wei Chen

IEEE Trans. Vis. Comput. Graph., October, 2025

GenesisGeo: Technical Report.

Minfeng Zhu, Zi Wang, Sizhe Ji, Zhengtong Du, Junming Ke, Xiao Deng, Zanlang Yin, Xiuqi Huang, Heyu Wang, Wei Chen

CoRR, September, 2025

ConceptViz: A Visual Analytics Approach for Exploring Concepts in Large Language Models.

Haoxuan Li, Zhen Wen, Qiqi Jiang, Chenxiao Li, Yuwei Wu, Yuchen Yang, Yiyao Wang, Xiuqi Huang, Minfeng Zhu, Wei Chen

CoRR, September, 2025

Magnus: A Holistic Approach to Data Management for Large-Scale Machine Learning Workloads.

Jun Song, Jingyi Ding, Irshad Kandy, Yanghao Lin, Zhongjia Wei, Zilong Zhou, Zhiwei Peng, Jixi Shan, Hongyue Mao, Xiuqi Huang, Xun Song, Cheng Chen, Yanjia Li, Tianhao Yang, Wei Jia, Xiaohong Dong, Kang Lei, Rui Shi, Pengwei Zhao, Wei Chen

Proc. VLDB Endow., August, 2025

What You Think Is What You Get: Bridge User Intent and Transfer Function Design through Multimodal Large Language Models.

Yiyao Wang, Bo Pan, Ke Wang, Han Liu, Jinyuan Mao, Yuxin Liu, Minfeng Zhu, Bo Zhang, Weifeng Chen, Xiuqi Huang, Wei Chen

CoRR, June, 2025

SCORPIO: Serving the Right Requests at the Right Time for Heterogeneous SLOs in LLM Inference.

Yinghao Tang, Tingfeng Lan, Xiuqi Huang, Hui Lu, Wei Chen

CoRR, May, 2025

Gradient-based causal discovery with latent variables.

Haotian Ni, Tian-Zuo Wang, Hong Tao, Xiuqi Huang, Chenping Hou

Mach. Learn., January, 2025

Debiasing weighted multi-view k-means clustering based on causal regularization.

Xiuqi Huang, Hong Tao, Haotian Ni, Chenping Hou

Pattern Recognit., 2025

Primus: Unified Training System for Large-Scale Deep Learning Recommendation Models.

Jixi Shan, Xiuqi Huang, Yang Guo, Hongyue Mao, Ho-Pang Hsu, Hang Cheng, Can Wang, Jun Song, Rui Shi, Xiaofeng Gao, Jingwei Xu, Shiru Ren, Jiaxiao Zheng, Hua Huang, Lele Yu, Peng Xu, Guihai Chen

Proceedings of the 2025 USENIX Annual Technical Conference, 2025

DataLab: A Unified Platform for LLM-Powered Business Intelligence.

Luoxuan Weng, Yinghao Tang, Yingchaojie Feng, Zhuo Chang, Ruiqin Chen, Haozhe Feng, Chen Hou, Danqing Huang, Yang Li, Huaming Rao, Haonan Wang, Canshi Wei, Xiaofeng Yang, Yuhui Zhang, Yifeng Zheng, Xiuqi Huang, Minfeng Zhu, Yuxin Ma, Bin Cui, Peng Chen, Wei Chen

Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

2024

Towards Resource Efficiency: Practical Insights into Large-Scale Spark Workloads at ByteDance.

Yixin Wu, Xiuqi Huang, Wei Zhongjia, Hang Cheng, Chaohui Xin, Zuzhi Chen, Binbin Chen, Yufei Wu, Hao Wang, Tieying Zhang, Rui Shi, Xiaofeng Gao, Yuming Liang, Pengwei Zhao, Guihai Chen

Proc. VLDB Endow., August, 2024

An Efficient and Generalizable Symbolic Regression Method for Time Series Analysis.

Yi Xie, Tianyu Qiu, Yun Xiong, Xiuqi Huang, Xiaofeng Gao, Chao Chen

CoRR, 2024

A 750 Mbps with Zero BER Space-Wavelength-Time Division Multiple Access Scheme for Bidirectional VLC Network.

Qiguan Chen, Xiuqi Huang, Dahai Han, Min Zhang

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

Weather Knows What Will Occur: Urban Public Nuisance Events Prediction and Control with Meteorological Assistance.

Yi Xie, Tianyu Qiu, Yun Xiong, Xiuqi Huang, Xiaofeng Gao, Chao Chen, Qiang Wang, Haihong Li

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

FEDGE: An Interference-Aware QoS Prediction Framework for Black-Box Scenario in IaaS Clouds with Domain Generalization.

Yunlong Cheng, Xiuqi Huang, Zifeng Liu, Jiadong Chen, Xiaofeng Gao, Zhen Fang, Yongqiang Yang

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

DITune: A Reinforcement Learning Based Framework for Automated Database Index Selection.

Xiuqi Huang, Xiaofeng Gao, Guihai Chen

Proceedings of the 18th International Conference on Ubiquitous Information Management and Communication, 2024

2023

An Adaptive Metadata Management Scheme Based on Deep Reinforcement Learning for Large-Scale Distributed File Systems.

Xiuqi Huang, Yuanning Gao, Xinyi Zhou, Xiaofeng Gao, Guihai Chen

IEEE/ACM Trans. Netw., December, 2023

Decorrelated spectral regression: An unsupervised dimension reduction method under data selection bias.

Xiuqi Huang, Haotian Ni, Tingjin Luo, Hong Tao, Chenping Hou

Neurocomputing, September, 2023

IPOC: An Adaptive Interval Prediction Model based on Online Chasing and Conformal Inference for Large-Scale Systems.

Jiadong Chen, Yang Luo, Xiuqi Huang, Fuxin Jiang, Yangguang Shi, Tieying Zhang, Xiaofeng Gao

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

ExpoEv: Enhancing Social Recommendation Service with Social Exposure and Feature Evolution.

Li Ma, Zuowu Zheng, Xiuqi Huang, Zhaoxiang Zhang, Xiaofeng Gao, Jianxiong Guo, Guihai Chen

Proceedings of the IEEE International Conference on Web Services, 2023

DBAugur: An Adversarial-based Trend Forecasting System for Diversified Workloads.

Yuanning Gao, Xiuqi Huang, Xuanhe Zhou, Xiaofeng Gao, Guoliang Li, Guihai Chen

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Multi-Candidate Carpooling Routing Problem and Its Approximation Algorithms.

Jiale Zhang, Xiuqi Huang, Zifeng Liu, Xiaofeng Gao, Guihai Chen

Proceedings of the Combinatorial Optimization and Applications, 2023

2022

LightPro: Lightweight Probabilistic Workload Prediction Framework for Database-as-a-Service.

Xiuqi Huang, Shiyi Cao, Yuanning Gao, Xiaofeng Gao, Guihai Chen

Proceedings of the IEEE International Conference on Web Services, 2022

TEALED: A Multi-Step Workload Forecasting Approach Using Time-Sensitive EMD and Auto LSTM Encoder-Decoder.

Xiuqi Huang, Yunlong Cheng, Xiaofeng Gao, Guihai Chen

Proceedings of the Database Systems for Advanced Applications, 2022

2021

NETR-Tree: An Efficient Framework for Social-Based Time-Aware Spatial Keyword Query.

Xiuqi Huang, Yuanning Gao, Xiaofeng Gao, Guihai Chen

Proceedings of the 2021 IEEE International Conference on Web Services, 2021

2019

AGREE: Attention-Based Tour Group Recommendation with Multi-modal Data.

Fang Hu, Xiuqi Huang, Xiaofeng Gao, Guihai Chen

Proceedings of the Database Systems for Advanced Applications, 2019