Lequan Lin

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 14

Top Topics

Diffusion Model

Top Venues

IEEE Trans. Artif. Intell.

Frontiers Inf. Technol. Electron. Eng.

Publications

Chunya Zou, Andi Han, Lequan Lin, Ming Li, Junbin Gao
A Simple Yet Effective Framelet-Based Graph Neural Network for Directed Graphs. IEEE Trans. Artif. Intell. 5 (4) (2024)
Lequan Lin, Dai Shi, Andi Han, Zhiyong Wang, Junbin Gao
Unleash Graph Neural Networks from Heavy Tuning. CoRR (2024)
Dai Shi, Andi Han, Lequan Lin, Yi Guo, Zhiyong Wang, Junbin Gao
Design Your Own Universe: A Physics-Informed Agnostic Method for Enhancing Graph Neural Networks. CoRR (2024)
Lequan Lin, Dai Shi, Andi Han, Junbin Gao
SpecSTG: A Fast Spectral Diffusion Framework for Probabilistic Spatio-Temporal Traffic Forecasting. CoRR (2024)
Jiayu Zhai, Lequan Lin, Dai Shi, Junbin Gao
Bregman Graph Neural Network. ICASSP (2024)
Andi Han, Dai Shi, Lequan Lin, Junbin Gao
From Continuous Dynamics to Graph Neural Networks: Neural Diffusion and Beyond. Trans. Mach. Learn. Res. 2024 (2024)
Lequan Lin, Zhengkun Li, Ruikun Li, Xuliang Li, Junbin Gao
Diffusion models for time-series applications: a survey. Frontiers Inf. Technol. Electron. Eng. 25 (1) (2024)
Lequan Lin, Zhengkun Li, Ruikun Li, Xuliang Li, Junbin Gao
Diffusion Models for Time Series Applications: A Survey. CoRR (2023)
Jiayu Zhai, Lequan Lin, Dai Shi, Junbin Gao
Bregman Graph Neural Network. CoRR (2023)
Lequan Lin, Junbin Gao
A Magnetic Framelet-Based Convolutional Neural Network for Directed Graphs. ICASSP (2023)
Andi Han, Dai Shi, Lequan Lin, Junbin Gao
From Continuous Dynamics to Graph Neural Networks: Neural Diffusion and Beyond. CoRR (2023)
Dai Shi, Andi Han, Lequan Lin, Yi Guo, Junbin Gao
Exposition on over-squashing problem on GNNs: Current Methods, Benchmarks and Challenges. CoRR (2023)
Lequan Lin, Junbin Gao
A Magnetic Framelet-Based Convolutional Neural Network for Directed Graphs. CoRR (2022)
Chunya Zou, Andi Han, Lequan Lin, Junbin Gao
A Simple Yet Effective SVD-GCN for Directed Graphs. CoRR (2022)