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Yang Shu

ICLR 2026×5KDD 2026×2AAAI 2026多模态对齐与偏好检索与知识数据与预训练推理

新星分资深

42

一作贡献0

核心/参与38

方向广度16

合作网络12

0 一作 · 8 篇 · ICLR 2026 / KDD 2026 / AAAI 2026

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2026 顶会论文

8

作者位次 #5/7ICLR 2026Poster· Applications / Time Series

Aurora: Towards Universal Generative Multimodal Time Series Forecasting

Xingjian Wu · Jianxin Jin · Wanghui Qiu · Peng Chen · Yang Shu · Bin Yang · Guo

多模态OpenReview

作者位次 #3/7ICLR 2026Poster· Applications / Time Series

CoRA: Boosting Time Series Foundation Models for Multivariate Forecasting through Correlation-aware Adapter

Hanyin Cheng · Xingjian Wu · Yang Shu · Zhongwen Rao · Lujia Pan · Bin Yang · Guo

作者位次 #3/6ICLR 2026Poster· Applications / Time Series

Towards Multimodal Time Series Anomaly Detection with Semantic Alignment and Condensed Interaction

Shiyan Hu · Jianxin Jin · Yang Shu · Peng Chen · Bin Yang · Guo

对齐与偏好多模态OpenReview

作者位次 #3/6ICLR 2026Poster· Applications / Time Series

SwiftTS: A Swift Selection Framework for Time Series Pre-trained Models via Multi-task Meta-Learning

Tengxue Zhang · Biao Ouyang · Yang Shu · Xinyang Chen · Guo · Bin Yang

数据与预训练OpenReview

作者位次 #7/7ICLR 2026Poster· Applications / Time Series

Unlocking the Value of Text: Event-Driven Reasoning and Multi-Level Alignment for Time Series Forecasting

Siyuan Wang · Peng Chen · Yihang Wang · Wanghui Qiu · Guo · Bin Yang · Yang Shu

推理对齐与偏好OpenReview

作者位次 #4/6KDD 2026Oral· Knowledge Discovery & Data Mining

CCD: Capturing Cross-Correlations with Deformable Convolutional Networks for Multivariate Time Series Forecasting

Hanyin Cheng · Xingjian Wu · Xiangfei Qiu · Yang Shu · Bin Yang · Chenjuan Guo

检索与知识OpenReview

作者位次 #3/3KDD 2026Oral· Knowledge Discovery & Data Mining

Latent Causal Flow: Continuous Backdoor Adjustment for Time Series Generation

Changchen Song · Peng Chen · Yang Shu

安全检索与知识OpenReview

作者位次 #4/6AAAI 2026Poster· Artificial Intelligence

Towards Non-Stationary Time Series Forecasting with Temporal Stabilization and Frequency Differencing

Junkai Lu · Peng Chen · Chenjuan Guo · Yang Shu · Meng Wang · Bin Yang

常见合作者

BYBin Yang×7 PCPeng Chen×5 GGuo×5 XWXingjian Wu×3 JJJianxin Jin×2 WQWanghui Qiu×2 HCHanyin Cheng×2 CGChenjuan Guo×2 ZRZhongwen Rao LPLujia Pan SHShiyan Hu TZTengxue Zhang