Yanyan Shen

Associate Professor, Shanghai Jiao Tong University

2 papers at NeurIPS 2025

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Poster Session 3

1 paper

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Influence Guided Context Selection for Effective Retrieval-Augmented Generation

#202 · Jiale Deng, Yanyan Shen, Ziyuan Pei, Youmin Chen, Linpeng Huang

Poster Session 4

1 paper

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Less is More: Unlocking Specialization of Time Series Foundation Models via Structured Pruning

#2517 · Lifan Zhao, Yanyan Shen, Zhaoyang Liu, Xue Wang, Jiaji Deng

We propose a prune-then-finetune paradigm to specialize time series foundation models in both levels of architecture and parameter weights, effectively improving downstream forecasting performance.