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ORCIDJunfeng Hu 0001
Person information
- affiliation: National University of Singapore
- affiliation (former): Chongqing University, China
Other persons with the same name
- Junfeng Hu — disambiguation page
- Junfeng Hu 0002 — Xuzhou Medical University Xuzhou, Jiangsu, China
- Junfeng Hu 0003 — Fudan University, Shanghai, China
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2020 – today
- 2024
[j1]Junfeng Hu
, Yuxuan Liang, Zhencheng Fan, Li Liu, Yifang Yin, Roger Zimmermann:
Decoupling Long- and Short-Term Patterns in Spatiotemporal Inference. IEEE Trans. Neural Networks Learn. Syst. 35(11): 16328-16340 (2024)- [c14]Junfeng Hu, Xu Liu, Zhencheng Fan, Yifang Yin, Shili Xiang, Savitha Ramasamy, Roger Zimmermann:
Prompt-Based Spatio-Temporal Graph Transfer Learning. CIKM 2024: 890-899 - [c13]Junfeng Hu, Xu Liu, Zhencheng Fan, Yuxuan Liang, Roger Zimmermann:
Towards Unifying Diffusion Models for Probabilistic Spatio-Temporal Graph Learning. SIGSPATIAL/GIS 2024: 135-146 - [c12]Xu Liu, Junfeng Hu, Yuan Li, Shizhe Diao, Yuxuan Liang, Bryan Hooi, Roger Zimmermann:
UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting. WWW 2024: 4095-4106 - [i7]Junfeng Hu, Xu Liu, Zhencheng Fan, Yifang Yin, Shili Xiang, Savitha Ramasamy, Roger Zimmermann:
Prompt-Enhanced Spatio-Temporal Graph Transfer Learning. CoRR abs/2405.12452 (2024) - 2023
- [c11]Junfeng Hu, Yuxuan Liang, Zhencheng Fan, Hongyang Chen, Yu Zheng, Roger Zimmermann:
Graph Neural Processes for Spatio-Temporal Extrapolation. KDD 2023: 752-763 - [c10]Xu Liu, Yutong Xia, Yuxuan Liang, Junfeng Hu, Yiwei Wang, Lei Bai, Chao Huang, Zhenguang Liu, Bryan Hooi, Roger Zimmermann:
LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting. NeurIPS 2023 - [i6]Junfeng Hu, Yuxuan Liang, Zhencheng Fan, Hongyang Chen, Yu Zheng, Roger Zimmermann:
Graph Neural Processes for Spatio-Temporal Extrapolation. CoRR abs/2305.18719 (2023) - [i5]Xu Liu, Yutong Xia, Yuxuan Liang, Junfeng Hu, Yiwei Wang, Lei Bai, Chao Huang, Zhenguang Liu, Bryan Hooi, Roger Zimmermann:
LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting. CoRR abs/2306.08259 (2023) - [i4]Xu Liu, Junfeng Hu, Yuan Li, Shizhe Diao, Yuxuan Liang, Bryan Hooi, Roger Zimmermann:
UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting. CoRR abs/2310.09751 (2023) - [i3]Junfeng Hu, Xu Liu, Zhencheng Fan, Yuxuan Liang, Roger Zimmermann:
Towards Unifying Diffusion Models for Probabilistic Spatio-Temporal Graph Learning. CoRR abs/2310.17360 (2023) - 2022
- [c9]Yunwei Bai, Zhenfeng He, Junfeng Hu:
On the Episodic Difficulty of Few-shot Learning. ACML 2022: 48-63 - [c8]Junfeng Hu, Chengxin Wang, Ying Zhang, Li Liu, Yifang Yin, Roger Zimmermann:
Parallel Edge-Image Learning for Image Inpainting. ICME 2022: 1-6 - 2021
- [i2]Junfeng Hu, Yuxuan Liang, Zhencheng Fan, Yifang Yin, Ying Zhang, Roger Zimmermann:
Decoupling Long- and Short-Term Patterns in Spatiotemporal Inference. CoRR abs/2109.09506 (2021) - 2020
- [c7]Junfeng Hu, Zhencheng Fan, Jun Liao, Li Liu:
Predicting Long-Term Skeletal Motions by a Spatio-Temporal Hierarchical Recurrent Network. ECAI 2020: 2720-2727 - [c6]Junfeng Hu, Jun Liao, Li Liu, Wenchao Ma:
RCapsNet: A Recurrent Capsule Network for Text Classification. IJCNN 2020: 1-8 - [c5]Jun Liao, Junfeng Hu, Li Liu:
Recognizing Complex Activities by a Temporal Causal Network-Based Model. ECML/PKDD (4) 2020: 341-357
2010 – 2019
- 2019
- [c4]Wenchao Ma, Junfeng Hu, Jun Liao, Zhencheng Fan, Jianjun Wu, Li Liu:
Finger Gesture Recognition Based on 3D-Accelerometer and 3D-Gyroscope. KSEM (1) 2019: 406-413 - [c3]Jun Liao, Dandan Liu, Junfeng Hu, Yande Li, Aamir Khan, Li Liu, Qingyu Xiong, Junhao Wen:
Individual Risk Prediction of Gastric Cancer Using Fully Connected Neural Network with Weighted Neighborhood Feature. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 1219-1224 - [i1]Junfeng Hu, Zhencheng Fan, Jun Liao, Li Liu:
Predicting Long-Term Skeletal Motions by a Spatio-Temporal Hierarchical Recurrent Network. CoRR abs/1911.02404 (2019) - 2018
- [c2]Taiqian Wang, Yande Li, Junfeng Hu, Aamir Khan, Li Liu, Caihong Li, Ammarah Hashmi, Mengyuan Ran:
A Survey on Vision-Based Hand Gesture Recognition. ICSM 2018: 219-231 - [c1]Junfeng Hu, Wenchao Ma, Aamir Khan, Li Liu:
Recognizing Character-Matching CAPTCHA Using Convolutional Neural Networks with Triple Loss. KSEM (2) 2018: 209-220
Coauthor Index
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