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Ling Yang
ORCID
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 12
Top Topics
Normalized Gradient
Multivariate Time Series Data
Learning Process
Autoregressive
Top Venues
CoRR
ICML
ACM Comput. Surv.
IEEE Trans. Knowl. Data Eng.
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Publications
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Ling Yang
,
Jiayi Zheng
,
Heyuan Wang
,
Zhongyi Liu
,
Zhilin Huang
,
Shenda Hong
,
Wentao Zhang
,
Bin Cui
Individual and Structural Graph Information Bottlenecks for Out-of-Distribution Generalization.
IEEE Trans. Knowl. Data Eng.
36 (2) (2024)
Ling Yang
,
Jingwei Liu
,
Shenda Hong
,
Zhilong Zhang
,
Zhilin Huang
,
Zheming Cai
,
Wentao Zhang
,
Bin Cui
Improving Diffusion-Based Image Synthesis with Context Prediction.
CoRR
(2024)
Ling Yang
,
Zhilong Zhang
,
Yang Song
,
Shenda Hong
,
Runsheng Xu
,
Yue Zhao
,
Wentao Zhang
,
Bin Cui
,
Ming-Hsuan Yang
Diffusion Models: A Comprehensive Survey of Methods and Applications.
ACM Comput. Surv.
56 (4) (2024)
Ling Yang
,
Zhaochen Yu
,
Chenlin Meng
,
Minkai Xu
,
Stefano Ermon
,
Bin Cui
Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs.
CoRR
(2024)
Ling Yang
,
Jingwei Liu
,
Shenda Hong
,
Zhilong Zhang
,
Zhilin Huang
,
Zheming Cai
,
Wentao Zhang
,
Bin Cui
Improving Diffusion-Based Image Synthesis with Context Prediction.
NeurIPS
(2023)
Ling Yang
,
Shenda Hong
Unsupervised Time-Series Representation Learning with Iterative Bilinear Temporal-Spectral Fusion.
ICML
(2022)
Ling Yang
,
Shenda Hong
Omni-Granular Ego-Semantic Propagation for Self-Supervised Graph Representation Learning.
CoRR
(2022)
Jiayi Zheng
,
Ling Yang
,
Heyuan Wang
,
Cheng Yang
,
Yinghong Li
,
Xiaowei Hu
,
Shenda Hong
Spatial Autoregressive Coding for Graph Neural Recommendation.
CoRR
(2022)
Ling Yang
,
Zhilong Zhang
,
Yang Song
,
Shenda Hong
,
Runsheng Xu
,
Yue Zhao
,
Yingxia Shao
,
Wentao Zhang
,
Ming-Hsuan Yang
,
Bin Cui
Diffusion Models: A Comprehensive Survey of Methods and Applications.
CoRR
(2022)
Wenrui Zhang
,
Ling Yang
,
Shijia Geng
,
Shenda Hong
Cross Reconstruction Transformer for Self-Supervised Time Series Representation Learning.
CoRR
(2022)
Ling Yang
,
Zhilin Huang
,
Yang Song
,
Shenda Hong
,
Guohao Li
,
Wentao Zhang
,
Bin Cui
,
Bernard Ghanem
,
Ming-Hsuan Yang
Diffusion-Based Scene Graph to Image Generation with Masked Contrastive Pre-Training.
CoRR
(2022)
Ling Yang
,
Shenda Hong
Omni-Granular Ego-Semantic Propagation for Self-Supervised Graph Representation Learning.
ICML
(2022)