Empowering Time Series Analysis with Synthetic Data: A Survey and Outlook in the Era of Foundation Models

Authors: Liu, Xu, Aksu, Taha, Liu, Juncheng, Wen, Qingsong, Liang, Yuxuan, Xiong, Caiming, Savarese, Silvio, Sahoo, Doyen, Li, Junnan, Liu, Chenghao

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2503.11411

Analysis of Lifting Posture by Two Inertial Measurement Units and a Classification Model Based on a Convolutional Neural Network

Authors: Liu, Juncheng, Yang, Xiaoran, Hong, Jing-Chen, Iwata, Hiroyasu

Source: 2024 10th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics (BioRob) Biomedical Robotics and Biomechatronics (BioRob), 2024 10th IEEE RAS/EMBS International Conference for. :383-388 Sep, 2024

Relation: 2024 10th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics (BioRob)

Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts

Authors: Liu, Xu, Liu, Juncheng, Woo, Gerald, Aksu, Taha, Liang, Yuxuan, Zimmermann, Roger, Liu, Chenghao, Savarese, Silvio, Xiong, Caiming, Sahoo, Doyen

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

Access URL: http://arxiv.org/abs/2410.10469

GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation

Authors: Aksu, Taha, Woo, Gerald, Liu, Juncheng, Liu, Xu, Liu, Chenghao, Savarese, Silvio, Xiong, Caiming, Sahoo, Doyen

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

Access URL: http://arxiv.org/abs/2410.10393

UniTST: Effectively Modeling Inter-Series and Intra-Series Dependencies for Multivariate Time Series Forecasting

Authors: Liu, Juncheng, Liu, Chenghao, Woo, Gerald, Wang, Yiwei, Hooi, Bryan, Xiong, Caiming, Sahoo, Doyen

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2406.04975

SDN-Based In-band Network Telemetry for Low-Orbit Satellite Networks

Authors: Liu, Juncheng, Zhang, Tao, Ma, Junjie

Source: 2023 11th International Conference on Intelligent Computing and Wireless Optical Communications (ICWOC) Intelligent Computing and Wireless Optical Communications (ICWOC), 2023 11th International Conference on. :86-90 Jun, 2023

Relation: 2023 11th International Conference on Intelligent Computing and Wireless Optical Communications (ICWOC)

U-SSLN: A U-Net based and optimization preferred semi-supervised learning network for medical image segmentation

Authors: Liu, Juncheng, Liu, Guangrui, Zhao, Yili

Source: 2022 4th International Conference on Machine Learning, Big Data and Business Intelligence (MLBDBI) MLBDBI Machine Learning, Big Data and Business Intelligence (MLBDBI), 2022 4th International Conference on. :361-371 Oct, 2022

Relation: 2022 4th International Conference on Machine Learning, Big Data and Business Intelligence (MLBDBI)

Improve Semantic Segmentation of High-Resolution Remote Sensing Imagery with RS-TTA

Authors: Liu, Juncheng, Liu, Guangrui, Zhao, Yili

Source: 2022 5th International Conference on Pattern Recognition and Artificial Intelligence (PRAI) Pattern Recognition and Artificial Intelligence (PRAI), 2022 5th International Conference on. :817-825 Aug, 2022

Relation: 2022 5th International Conference on Pattern Recognition and Artificial Intelligence (PRAI)

Node-wise Diffusion for Scalable Graph Learning

Authors: Huang, Keke, Tang, Jing, Liu, Juncheng, Yang, Renchi, Xiao, Xiaokui

Subject Terms: Computer Science - Social and Information Networks

Access URL: http://arxiv.org/abs/2305.14000

OCCL: a Deadlock-free Library for GPU Collective Communication

Authors: Pan, Lichen, Liu, Juncheng, Yuan, Jinhui, Zhang, Rongkai, Li, Pengze, Xiao, Zhen

Subject Terms: Computer Science - Distributed, Parallel, and Cluster Computing, Electrical Engineering and Systems Science - Systems and Control

Access URL: http://arxiv.org/abs/2303.06324

SWIFT: Expedited Failure Recovery for Large-scale DNN Training

Authors: Zhong, Yuchen, Sheng, Guangming, Liu, Juncheng, Yuan, Jinhui, Wu, Chuan

Source: IEEE Transactions on Parallel and Distributed Systems ( Volume: 35, Issue: 9, September 2024)

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

Access URL: http://arxiv.org/abs/2302.06173

Multi-Step Prediction of Excavation Deformation of Subway Station Based on Intelligent Algorithm

Authors: LIU Juncheng, TAN Yong, ZHANG Shengjie

Source: Shanghai Jiaotong Daxue xuebao, Vol 58, Iss 7, Pp 1108-1117 (2024)

Subject Terms: excavation, deformation prediction, long short-term memory (lstm) intelligent algorithm, multi-step prediction model, Engineering (General). Civil engineering (General), TA1-2040, Chemical engineering, TP155-156, Naval architecture. Shipbuilding. Marine engineering, VM1-989

File Description: electronic resource

Relation: https://xuebao.sjtu.edu.cn/article/2024/1006-2467/1006-2467-58-7-1108.shtml; https://doaj.org/toc/1006-2467

Access URL: https://doaj.org/article/184d6d06f56944aca9a34c5c07f9cd8e

MGNNI: Multiscale Graph Neural Networks with Implicit Layers

Authors: Liu, Juncheng, Hooi, Bryan, Kawaguchi, Kenji, Xiao, Xiaokui

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2210.08353

The enhancement of the infrared switching efficiency and laser protection performance of VO2 film with Ta gradient doping

Authors: Zhao, Leran ^a, Ou, Wei ^b, Ma, Junbai ^a, Zhu, Huijuan ^a, Feng, Min ^c, Liu, Juncheng ^{a, b, ⁎}

Source: In Vacuum March 2025 233

TFGNet: Frequency-guided saliency detection for complex scenes

Authors: Wang, Yi ^a, Wang, Ruili ^{b, c, ⁎}, Liu, Juncheng ^b, Xu, Rui ^a, Wang, Tianzhu ^b, Hou, Feng ^b, Liu, Bin ^a, Lei, Na ^a

Source: In Applied Soft Computing February 2025 170

Comparison of the in-vitro effect of five prebiotics with different structure on gut microbiome and metabolome

Authors: Liu, Juncheng ^a, Lu, Xingyu ^a, Fang, Fang ^a, Wu, Kaizhang ^a, Wu, Jihong ^{b, ∗∗}, Gao, Jie ^{a, ∗}

Source: In Food Bioscience February 2025 64

Effect of SiO2 monocrystalline substrate orientation on the crystal structure and properties of VO2 film

Authors: Ma, Junbai ^a, Ou, Wei ^b, Zhao, Leran ^a, Shi, Weizheng ^a, Zhu, Huijuan ^a, Liu, Juncheng ^{a, b, ⁎}

Source: In Journal of Alloys and Compounds 5 January 2025 1010

Variational Autoencoder for 3D Voxel Compression

Authors: Liu, Juncheng, Mills, Steven, McCane, Brendan

Source: 2020 35th International Conference on Image and Vision Computing New Zealand (IVCNZ) Image and Vision Computing New Zealand (IVCNZ), 2020 35th International Conference on. :1-6 Nov, 2020

Relation: 2020 35th International Conference on Image and Vision Computing New Zealand (IVCNZ)

RocNet: Recursive Octree Network for Efficient 3D Deep Representation

Authors: Liu, Juncheng, Mills, Steven, McCane, Brendan

Source: 2020 International Conference on 3D Vision (3DV) 3DV 3D Vision (3DV), 2020 International Conference on. :414-422 Nov, 2020

Relation: 2020 International Conference on 3D Vision (3DV)

Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis

Authors: Wang, Yiwei, Chen, Muhao, Zhou, Wenxuan, Cai, Yujun, Liang, Yuxuan, Liu, Dayiheng, Yang, Baosong, Liu, Juncheng, Hooi, Bryan

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

Access URL: http://arxiv.org/abs/2205.03784