Guinan Su

According to our database, Guinan Su authored at least 14 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2026

Efficient Test-Time Inference via Deterministic Exploration of Truncated Decoding Trees.

Xueyan Li, Johannes Zenn, Ekaterina Fadeeva, Guinan Su, Mrinmaya Sachan, Jonas Geiping

CoRR, April, 2026

MedSAMix: A Training-Free Model Merging Approach for Medical Image Segmentation.

Yanwu Yang, Guinan Su, Jiesi Hu, Francesco Sammarco, Jonas Geiping, Thomas Wolfers

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

When Fewer Layers Break More Chains: Layer Pruning Harms Test-Time Scaling in LLMs.

Keyu Wang, Tian Lyu, Guinan Su, Jonas Geiping, Lu Yin, Marco Canini, Shiwei Liu

CoRR, October, 2025

Efficient Parallel Samplers for Recurrent-Depth Models and Their Connection to Diffusion Language Models.

Jonas Geiping, Xinyu Yang, Guinan Su

CoRR, October, 2025

Rewiring Experts on the Fly:Continuous Rerouting for Better Online Adaptation in Mixture-of-Expert models.

Guinan Su, Yanwu Yang, Li Shen, Lu Yin, Shiwei Liu, Jonas Geiping

CoRR, October, 2025

Sample Smart, Not Hard: Correctness-First Decoding for Better Reasoning in LLMs.

Xueyan Li, Guinan Su, Mrinmaya Sachan, Jonas Geiping

CoRR, October, 2025

aiXiv: A Next-Generation Open Access Ecosystem for Scientific Discovery Generated by AI Scientists.

Pengsong Zhang, Xiang Hu, Guowei Huang, Yang Qi, Heng Zhang, Xiuxu Li, Jiaxing Song, Jiabin Luo, Yijiang Li, Shuo Yin, Chengxiao Dai, Eric Hanchen Jiang, Xiaoyan Zhou, Zhenfei Yin, Boqin Yuan, Jing Dong, Guinan Su, Guanren Qiao, Haiming Tang, Anghong Du, Lili Pan, Zhenzhong Lan, Xinyu Liu

CoRR, August, 2025

GPTailor: Large Language Model Pruning Through Layer Cutting and Stitching.

Guinan Su, Li Shen, Lu Yin, Shiwei Liu, Yanwu Yang, Jonas Geiping

CoRR, June, 2025

Fine, I'll Merge It Myself: A Multi-Fidelity Framework for Automated Model Merging.

Guinan Su, Jonas Geiping

CoRR, February, 2025

2024

BrainMass: Advancing Brain Network Analysis for Diagnosis With Large-Scale Self-Supervised Learning.

Yanwu Yang, Chenfei Ye, Guinan Su, Ziyao Zhang, Zhikai Chang, Hairui Chen, Piu Chan, Yue Yu, Ting Ma

IEEE Trans. Medical Imaging, November, 2024

2023

Prompt Your Mind: Refine Personalized Text Prompts within Your Mind.

Guinan Su, Yanwu Yang, Jie Guo

CoRR, 2023

DualTalker: A Cross-Modal Dual Learning Approach for Speech-Driven 3D Facial Animation.

Guinan Su, Yanwu Yang, Zhifeng Li

CoRR, 2023

2022

AlphaGAN: Fully Differentiable Architecture Search for Generative Adversarial Networks.

Yuesong Tian, Li Shen, Li Shen, Guinan Su, Zhifeng Li, Wei Liu

IEEE Trans. Pattern Anal. Mach. Intell., 2022

2020

TextNAS: A Neural Architecture Search Space Tailored for Text Representation.

Yujing Wang, Yaming Yang, Yiren Chen, Jing Bai, Ce Zhang, Guinan Su, Xiaoyu Kou, Yunhai Tong, Mao Yang, Lidong Zhou

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020