Evaluating Small Language Models for News Summarization: Implications and Factors Influencing Performance

Authors: Xu, Borui, Chen, Yao, Wen, Zeyi, Liu, Weiguo, He, Bingsheng

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2502.00641

Efficient Hyperparameter Optimization with Adaptive Fidelity Identification

Authors: Jiang, Jiantong, Wen, Zeyi, Mansoor, Atif, Mian, Ajmal

Source: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) CVPR Computer Vision and Pattern Recognition (CVPR), 2024 IEEE/CVF Conference on. :26181-26190 Jun, 2024

Relation: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Enhancing the Performance of Bandit-based Hyperparameter Optimization

Authors: Chen, Yile, Wen, Zeyi, Chen, Jian, Huang, Jin

Source: 2024 IEEE 40th International Conference on Data Engineering (ICDE) ICDE Data Engineering (ICDE), 2024 IEEE 40th International Conference on. :967-980 May, 2024

Relation: 2024 IEEE 40th International Conference on Data Engineering (ICDE)

Leveraging Data Density and Sparsity for Efficient SVM Training on GPUs

Authors: Xu, Borui, Wen, Zeyi, Yan, Lifeng, Zhao, Zhan, Yin, Zekun, Liu, Weiguo, He, Bingsheng

Source: 2023 IEEE International Conference on Data Mining (ICDM) ICDM Data Mining (ICDM), 2023 IEEE International Conference on. :698-707 Dec, 2023

Relation: 2023 IEEE International Conference on Data Mining (ICDM)

Fast-PGM: Fast Probabilistic Graphical Model Learning and Inference

Authors: Jiang, Jiantong, Wen, Zeyi, Yang, Peiyu, Mansoor, Atif, Mian, Ajmal

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2405.15605

Multi-Grained Interpre table Network for Image Recognition

Authors: Yang, Peiyu, Wen, Zeyi, Mian, Ajmal

Source: 2022 26th International Conference on Pattern Recognition (ICPR) Pattern Recognition (ICPR), 2022 26th International Conference on. :3815-3821 Aug, 2022

Relation: 2022 26th International Conference on Pattern Recognition (ICPR)

Interpretable Traffic Event Analysis with Bayesian Networks

Authors: Yuan, Tong, Yang, Jian, Wen, Zeyi

Subject Terms: Computer Science - Machine Learning, Statistics - Applications, 62F15, G.3

Access URL: http://arxiv.org/abs/2310.06713

Fast Parallel Bayesian Network Structure Learning

Authors: Jiang, Jiantong, Wen, Zeyi, Mian, Ajmal

Source: 2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS) IPDPS Parallel and Distributed Processing Symposium (IPDPS), 2022 IEEE International. :617-627 May, 2022

Relation: 2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS)

A High-Performance Index for Real-Time Matrix Retrieval (Extended Abstract)

Authors: Wen, Zeyi, Liang, Mingyu, He, Bingsheng, Xia, Zexin

Source: 2023 IEEE 39th International Conference on Data Engineering (ICDE) ICDE Data Engineering (ICDE), 2023 IEEE 39th International Conference on. :3757-3758 Apr, 2023

Relation: 2023 IEEE 39th International Conference on Data Engineering (ICDE)

Fast Parallel Exact Inference on Bayesian Networks: Poster

Authors: Jiang, Jiantong, Wen, Zeyi, Mansoor, Atif, Mian, Ajmal

Subject Terms: Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2212.04241

2ED: An Efficient Entity Extraction Algorithm Using Two-Level Edit-Distance

Authors: Wen, Zeyi, Deng, Dong, Zhang, Rui, Kotagiri, Ramamohanarao

Source: 2019 IEEE 35th International Conference on Data Engineering (ICDE) Data Engineering (ICDE), 2019 IEEE 35th International Conference on. :998-1009 Apr, 2019

Relation: 2019 IEEE 35th International Conference on Data Engineering (ICDE)

Aucher: Multi-modal Queries on Live Audio Streams in Real-Time

Authors: Wen, Zeyi, Liang, Mingyu, He, Bingsheng, Xia, Zexin, Li, Bo

Source: 2019 IEEE 35th International Conference on Data Engineering (ICDE) Data Engineering (ICDE), 2019 IEEE 35th International Conference on. :1960-1963 Apr, 2019

Relation: 2019 IEEE 35th International Conference on Data Engineering (ICDE)

Efficient Gradient Boosted Decision Tree Training on GPUs

Authors: Wen, Zeyi, He, Bingsheng, Kotagiri, Ramamohanarao, Lu, Shengliang, Shi, Jiashuai

Source: 2018 IEEE International Parallel and Distributed Processing Symposium (IPDPS) IPDPS Parallel and Distributed Processing Symposium, 2018 IEEE International. :234-243 May, 2018

Relation: 2018 IEEE International Parallel and Distributed Processing Symposium (IPDPS)

RTSI: An Index Structure for Multi-Modal Real-Time Search on Live Audio Streaming Services

Authors: Wen, Zeyi, Liu, Xingyang, Cao, Hongjian, He, Bingsheng

Source: 2018 IEEE 34th International Conference on Data Engineering (ICDE) ICDE Data Engineering (ICDE), 2018 IEEE 34th International Conference on. :1495-1506 Apr, 2018

Relation: 2018 IEEE 34th International Conference on Data Engineering (ICDE)

Multi-Grained Interpretable Network for Image Recognition
2022 26th International conference on pattern recognition (ICPR 2022)

Authors: Yang, Peiyu, Wen, Zeyi, Mian, Ajmal

Source: International Conference on Pattern Recognition. 26(6):3815-3821

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN608023924&indx=1&recIds=ETOCCN608023924

Entity Extraction with Knowledge from Web Scale Corpora

Authors: Wen, Zeyi, Huang, Zeyu, Zhang, Rui

Subject Terms: Computer Science - Computation and Language, Computer Science - Databases, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/1911.09373

Practical Federated Gradient Boosting Decision Trees

Authors: Li, Qinbin, Wen, Zeyi, He, Bingsheng

Subject Terms: Computer Science - Machine Learning, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/1911.04206

Privacy-Preserving Gradient Boosting Decision Trees

Authors: Li, Qinbin, Wu, Zhaomin, Wen, Zeyi, He, Bingsheng

Subject Terms: Computer Science - Machine Learning, Computer Science - Cryptography and Security, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/1911.04209

Adaptive Kernel Value Caching for SVM Training

Authors: Li, Qinbin, Wen, Zeyi, He, Bingsheng

Subject Terms: Computer Science - Machine Learning, Computer Science - Performance, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/1911.03011

A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection

Authors: Li, Qinbin, Wen, Zeyi, Wu, Zhaomin, Hu, Sixu, Wang, Naibo, Li, Yuan, Liu, Xu, He, Bingsheng

Subject Terms: Computer Science - Machine Learning, Computer Science - Cryptography and Security, Computer Science - Databases, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/1907.09693