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Lin Ma

Principal Researcher and Research Manager , Meituan

5 papers at NeurIPS 2025

Homepage· OpenReview· Semantic Scholar· Google Scholar

Poster Session 2

1 paper
Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
VITRIX-UniViTAR: Unified Vision Transformer with Native Resolution
#4709 · Limeng Qiao, Yiyang Gan, Bairui Wang, Jie Qin, Shuang Xu, Siqi Yang, Lin Ma

Poster Session 3

1 paper
Thursday, December 4, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
GUIDED: Granular Understanding via Identification, Detection, and Discrimination for Fine-Grained Open-Vocabulary Object Detection
#4805 · Jiaming Li, Zhijia Liang, Weikai Chen, Lin Ma, Guanbin Li

Poster Session 4

1 paper
Thursday, December 4, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
FlexVAR: Flexible Visual Autoregressive Modeling without Residual Prediction
#4204 · Siyu Jiao, Gengwei Zhang, Yinlong Qian, Jiancheng Huang, Yao Zhao, Humphrey Shi, Lin Ma, Yunchao Wei, ZEQUN JIE

Poster Session 5

2 papers
Friday, December 5, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Towards Better & Faster Autoregressive Image Generation: From the Perspective of Entropy
#4318 · Xiaoxiao Ma, Feng Zhao, Pengyang Ling, Haibo Qiu, Zhixiang Wei, Hu Yu, Jie Huang, Zhixiong Zeng, Lin Ma

improve both generation quality and efficiency of autoregressive image generation by leveraging entropy of token-wise probability distributions
VITRIX-CLIPIN: Enhancing Fine-Grained Visual Understanding in CLIP via Instruction-Editing Data and Long Captions
#4719 · Ziteng Wang, Siqi Yang, Limeng Qiao, Lin Ma