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ORCIDYuchen Fang 0001
Person information
- affiliation: Beijing University of Posts and Telecommunications, Beijing, China
Other persons with the same name
- Yuchen Fang — disambiguation page
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2020 – today
- 2024
[j9]Yanjun Qin
, Xiaoming Tao, Yuchen Fang, Haiyong Luo, Fang Zhao, Chenxing Wang:
DMGSTCN: Dynamic Multigraph Spatio-Temporal Convolution Network for Traffic Forecasting. IEEE Internet Things J. 11(12): 22208-22219 (2024)- [j8]Haichao Zhang, Fang Zhao, Chenxing Wang, Haiyong Luo, Haoyu Xiong, Yuchen Fang:
Knowledge Distillation for Travel Time Estimation. IEEE Trans. Intell. Transp. Syst. 25(8): 9631-9642 (2024) - [j7]Yuchen Fang, Yanjun Qin, Haiyong Luo, Fang Zhao, Kai Zheng:
STWave$^+$+: A Multi-Scale Efficient Spectral Graph Attention Network With Long-Term Trends for Disentangled Traffic Flow Forecasting. IEEE Trans. Knowl. Data Eng. 36(6): 2671-2685 (2024) - [j6]Guangyin Jin, Yuxuan Liang, Yuchen Fang, Zezhi Shao, Jincai Huang, Junbo Zhang, Yu Zheng:
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey. IEEE Trans. Knowl. Data Eng. 36(10): 5388-5408 (2024) - [c6]Yang Xiao, Zijie Zhang, Yuchen Fang, Da Yan, Yang Zhou, Wei-Shinn Ku, Bo Hui:
Advancing Certified Robustness of Explanation via Gradient Quantization. CIKM 2024: 2596-2606 - [c5]Chenxing Wang, Fang Zhao, Haiyong Luo, Yuchen Fang, Haichao Zhang, Haoyu Xiong:
Vehicle-Based Evolutionary Travel Time Estimation with Deep Meta Learning. ICANN (9) 2024: 246-262 - [c4]Yuchen Fang, Jiandong Xie, Yan Zhao, Lu Chen, Yunjun Gao, Kai Zheng:
Temporal-Frequency Masked Autoencoders for Time Series Anomaly Detection. ICDE 2024: 1228-1241 - [i13]Ruizhe Zhang, Xinke Jiang, Yuchen Fang, Jiayuan Luo, Yongxin Xu, Yichen Zhu, Xu Chu, Junfeng Zhao, Yasha Wang:
Infinite-Horizon Graph Filters: Leveraging Power Series to Enhance Sparse Information Aggregation. CoRR abs/2401.09943 (2024) - [i12]Jiayuan Luo, Wentao Zhang, Yuchen Fang, Xiaowei Gao, Dingyi Zhuang, Hao Chen, Xinke Jiang:
Timeseries Suppliers Allocation Risk Optimization via Deep Black Litterman Model. CoRR abs/2401.17350 (2024) - [i11]Xinke Jiang, Yuchen Fang, Rihong Qiu, Haoyu Zhang, Yongxin Xu, Hao Chen, Wentao Zhang, Ruizhe Zhang, Yuchen Fang, Xu Chu, Junfeng Zhao, Yasha Wang:
TC-RAG:Turing-Complete RAG's Case study on Medical LLM Systems. CoRR abs/2408.09199 (2024) - [i10]Xinke Jiang, Yuchen Fang, Rihong Qiu, Haoyu Zhang, Yongxin Xu, Hao Chen, Wentao Zhang, Ruizhe Zhang, Yuchen Fang, Xu Chu, Junfeng Zhao, Yasha Wang:
TC-RAG:Turing-Complete RAG's Case study on Medical LLM Systems. CoRR abs/2408.09199 (2024) - [i9]Xinke Jiang, Rihong Qiu, Yongxin Xu, Wentao Zhang, Yichen Zhu, Ruizhe Zhang, Yuchen Fang, Xu Chu, Junfeng Zhao, Yasha Wang:
RAGraph: A General Retrieval-Augmented Graph Learning Framework. CoRR abs/2410.23855 (2024) - [i8]Yuchen Fang, Yuxuan Liang, Bo Hui, Zezhi Shao, Liwei Deng, Xu Liu, Xinke Jiang, Kai Zheng:
Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective. CoRR abs/2412.09972 (2024) - 2023
- [j5]Yanjun Qin, Haiyong Luo, Fang Zhao, Yuchen Fang, Xiaoming Tao, Chenxing Wang:
Spatio-temporal hierarchical MLP network for traffic forecasting. Inf. Sci. 632: 543-554 (2023) - [c3]Bo Hui, Yuchen Fang, Tian Xia, Sarp Aykent, Wei-Shinn Ku:
Constrained Market Share Maximization by Signal-Guided Optimization. AAAI 2023: 4330-4338 - [c2]Yuchen Fang, Yanjun Qin, Haiyong Luo, Fang Zhao, Bingbing Xu, Liang Zeng, Chenxing Wang:
When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks. ICDE 2023: 517-529 - [i7]Guangyin Jin, Yuxuan Liang, Yuchen Fang, Jincai Huang, Junbo Zhang, Yu Zheng:
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey. CoRR abs/2303.14483 (2023) - [i6]Zezhi Shao, Fei Wang, Zhao Zhang, Yuchen Fang, Guangyin Jin, Yongjun Xu:
HUTFormer: Hierarchical U-Net Transformer for Long-Term Traffic Forecasting. CoRR abs/2307.14596 (2023) - 2022
- [j4]Yanjun Qin, Fang Zhao, Yuchen Fang, Haiyong Luo, Chenxing Wang:
Memory attention enhanced graph convolution long short-term memory network for traffic forecasting. Int. J. Intell. Syst. 37(9): 6555-6576 (2022) - [j3]Chenxing Wang, Fang Zhao, Haichao Zhang, Haiyong Luo, Yanjun Qin, Yuchen Fang:
Fine-Grained Trajectory-Based Travel Time Estimation for Multi-City Scenarios Based on Deep Meta-Learning. IEEE Trans. Intell. Transp. Syst. 23(9): 15716-15728 (2022) - [j2]Yuchen Fang, Fang Zhao, Yanjun Qin, Haiyong Luo, Chenxing Wang:
Learning All Dynamics: Traffic Forecasting via Locality-Aware Spatio-Temporal Joint Transformer. IEEE Trans. Intell. Transp. Syst. 23(12): 23433-23446 (2022) - [c1]Yanjun Qin, Yuchen Fang, Haiyong Luo, Fang Zhao, Chenxing Wang:
Next Point-of-Interest Recommendation with Auto-Correlation Enhanced Multi-Modal Transformer Network. SIGIR 2022: 2612-2616 - [i5]Chenxing Wang, Fang Zhao, Haichao Zhang, Haiyong Luo, Yanjun Qin, Yuchen Fang:
Fine-Grained Trajectory-based Travel Time Estimation for Multi-city Scenarios Based on Deep Meta-Learning. CoRR abs/2201.08017 (2022) - 2021
- [j1]Yanjun Qin, Haiyong Luo, Fang Zhao, Chenxing Wang, Yuchen Fang:
NDGCN: Network in Network, Dilate Convolution and Graph Convolutional Networks Based Transportation Mode Recognition. IEEE Trans. Veh. Technol. 70(3): 2138-2152 (2021) - [i4]Yuchen Fang, Yanjun Qin, Haiyong Luo, Fang Zhao, Chenxing Wang:
STJLA: A Multi-Context Aware Spatio-Temporal Joint Linear Attention Network for Traffic Forecasting. CoRR abs/2112.02262 (2021) - [i3]Yanjun Qin, Yuchen Fang, Haiyong Luo, Fang Zhao, Chenxing Wang:
DMGCRN: Dynamic Multi-Graph Convolution Recurrent Network for Traffic Forecasting. CoRR abs/2112.02264 (2021) - [i2]Yuchen Fang, Yanjun Qin, Haiyong Luo, Fang Zhao, Liang Zeng, Bo Hui, Chenxing Wang:
CDGNet: A Cross-Time Dynamic Graph-based Deep Learning Model for Traffic Forecasting. CoRR abs/2112.02736 (2021) - [i1]Yanjun Qin, Yuchen Fang, Haiyong Luo, Liang Zeng, Fang Zhao, Chenxing Wang:
STformer: A Noise-Aware Efficient Spatio-Temporal Transformer Architecture for Traffic Forecasting. CoRR abs/2112.02740 (2021)
Coauthor Index
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