Guoyang Qin

14 papers A* 1A 1Journal 11Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Contextualizing MLP-Mixers Spatiotemporally for Urban Traffic Data Forecast at Scale. IEEE Trans. Intell. Transp. Syst. Tong Nie, Guoyang Qin, Lijun Sun, Wei Ma, Yu Mei, Jian Sun
2025	—	`conf`	Generalized Route Choice Modeling via Fusion of Structural Knowledge and LLM-Inferred Context. ITSC Shuhan Qiu, Xiannan Huang, Guoyang Qin, Xuejian Chen, Jian Sun
2025	J	`jnl`	Generator-as-a-Matcher: Joint Optimization of Tracklet Matching and Gap Filling for Sparser mmWave Radar Placements on Smart Freeways. IEEE Trans. Intell. Transp. Syst. Xinghao Su, Xuejian Chen, Guoyang Qin, Juyuan Yin, Jian Sun
2024	A	`conf`	Channel-Aware Low-Rank Adaptation in Time Series Forecasting. CIKM Tong Nie, Yuewen Mei, Guoyang Qin, Jian Sun, Wei Ma
2024	J	`jnl`	Channel-Aware Low-Rank Adaptation in Time Series Forecasting. CoRR Tong Nie, Yuewen Mei, Guoyang Qin, Jian Sun, Wei Ma
2024	J	`jnl`	Generalizable Implicit Neural Representation As a Universal Spatiotemporal Traffic Data Learner. CoRR Tong Nie, Guoyang Qin, Wei Ma, Jian Sun
2024	A*	`conf`	ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation. KDD Tong Nie, Guoyang Qin, Wei Ma, Yuewen Mei, Jian Sun
2024	J	`jnl`	Joint Estimation and Prediction of City-wide Delivery Demand: A Large Language Model Empowered Graph-based Learning Approach. CoRR Tong Nie, Junlin He, Yuewen Mei, Guoyang Qin, Guilong Li, Jian Sun, Wei Ma
2024	J	`jnl`	Spatiotemporal Implicit Neural Representation as a Generalized Traffic Data Learner. CoRR Tong Nie, Guoyang Qin, Wei Ma, Jian Sun
2023	J	`jnl`	ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation. CoRR Tong Nie, Guoyang Qin, Wei Ma, Yuewen Mei, Jian Sun
2023	J	`jnl`	Nexus sine qua non: Essentially Connected Networks for Traffic Forecasting. CoRR Tong Nie, Guoyang Qin, Yunpeng Wang, Jian Sun
2023	J	`jnl`	Towards better traffic volume estimation: Tackling both underdetermined and non-equilibrium problems via a correlation-adaptive graph convolution network. CoRR Tong Nie, Guoyang Qin, Yunpeng Wang, Jian Sun
2022	J	`jnl`	Correlating sparse sensing for network-wide traffic speed estimation: An integrated graph tensor-based kriging approach. CoRR Tong Nie, Guoyang Qin, Yunpeng Wang, Jian Sun
2022	J	`jnl`	Truncated tensor Schatten p-norm based approach for spatiotemporal traffic data imputation with complicated missing patterns. CoRR Tong Nie, Guoyang Qin, Jian Sun