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Shuohang Wang

Researcher, Microsoft

3 papers at NeurIPS 2025

OpenReview· Semantic Scholar· Google Scholar

Poster Session 1

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Decoder-Hybrid-Decoder Architecture for Efficient Reasoning with Long Generation

#3510 · Liliang Ren, Congcong Chen, Haoran Xu, Young Jin Kim, Adam Atkinson, Zheng Zhan, Jiankai Sun, Baolin Peng, Liyuan Liu, Shuohang Wang, Hao Cheng, Jianfeng Gao, Weizhu Chen, yelong shen

A hybrid architecture with linear pre-filling complexity and up-to10x higher throughput on decoding.

Poster Session 5

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Routing Mamba: Scaling State Space Models with Mixture-of-Experts Projection

#5411 · Zheng Zhan, Liliang Ren, Shuohang Wang, Liyuan Liu, Yang Liu, Yeyun Gong, Yanzhi Wang, yelong shen

Poster Session 6

Friday, December 5, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Reinforcement Learning for Reasoning in Large Language Models with One Training Example

#415 · Yiping Wang, Qing Yang, Zhiyuan Zeng, Liliang Ren, Liyuan Liu, Baolin Peng, Hao Cheng, Xuehai He, Kuan Wang, Jianfeng Gao, Weizhu Chen, Shuohang Wang, Simon Shaolei Du, yelong shen

We only need one example for RLVR on LLMs to achieve significant improvement on math tasks