六篇论文被 NeurIPS 2025 接收
团队六篇论文被 NeurIPS 2025 接收，其中一篇入选 Spotlight。研究覆盖脉冲 Transformer、大语言模型学习与微调、视觉指令调优、电生理信号和基因组基础模型。
论文
- Toward Relative Positional Encoding in Spiking Transformers
Changze Lv, Yansen Wang, Dongqi Han, Yifei Shen, Xiaoqing Zheng, Xuanjing Huang, Dongsheng Li.
The Thirty-ninth Conference on Neural Information Processing Systems (NeurIPS). 2025 (Spotlight) - Chain-of-Model Learning for Language Model
Xiaohua Wang, Kaitao Song, Xu Tan, Huiqiang Jiang, Chengruidong Zhang, Yongliang Shen, Cen Lu, Zihao Li, Zifan Song, Caihua Shan, Yansen Wang, Kan Ren, Xiaoqing Zheng, Tao Qin, Yuqing Yang, Dongsheng Li, Lili Qiu.
The Thirty-ninth Conference on Neural Information Processing Systems (NeurIPS). 2025 - Accelerating Block Coordinate Descent for LLM Finetuning via Landscape Expansion
Qijun Luo, Yifei Shen, Liangzu Peng, Dongsheng Li, Xiao Li.
The Thirty-ninth Conference on Neural Information Processing Systems (NeurIPS). 2025 - Learning to Instruct for Visual Instruction Tuning
Zhihan Zhou, Feng Hong, Jiaan Luo, Yushi Ye, Jiangchao Yao, Dongsheng Li, Bo Han, Ya Zhang, Yanfeng Wang.
The Thirty-ninth Conference on Neural Information Processing Systems (NeurIPS). 2025 - SimSort: A Data-Driven Framework for Spike Sorting by Large-Scale Electrophysiology Simulation
Yimu Zhang, Dongqi Han, Yansen Wang, Zhenning Lv, Yu Gu, Dongsheng Li.
The Thirty-ninth Conference on Neural Information Processing Systems (NeurIPS). 2025 - Omni-DNA: A Genomic Model Supporting Sequence Understanding, Long-context, and Textual Annotation
Zehui Li, Vallijah Subasri, Yifei Shen, Dongsheng Li, Wentao Gu, Guy-Bart Stan, Yiren Zhao, Caihua Shan.
The Thirty-ninth Conference on Neural Information Processing Systems (NeurIPS). 2025