Shilin Yan

Researcher, Alibaba Group

Joined

October 2022

Names

Shilin Yan (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Alibaba Group (alibaba-inc.com)

2025 – Present

MS student

Computer Science, Fudan University (fudan.edu.cn)

2021 – 2024

Advisors, Relations & Conflicts

Coauthor

Wei Zhang

2021 – 2024

Expertise

Multi-Modal Large Language Model

Present

Vision-Language Pre-training

Present

Publications

MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning
Xinyan Chen, Renrui Zhang, Dongzhi Jiang, Aojun Zhou, Shilin Yan, Weifeng Lin, Hongsheng Li
- NeurIPS 2025 poster
- Readers: Everyone
Jarvis: Towards Personalized AI Assistant via Personal KV-Cache Retrieval
Binxiao Xu, Junyu Feng, Ruichuan An, Yulin Luo, Shilin Yan, Hao Liang, Ming Lu, Wentao Zhang
- Submitted to ICLR 2026
- Readers: Everyone
Diffusion Language Models Know the Answer Before Decoding
Pengxiang Li, Yefan Zhou, Dilxat Muhtar, Lu Yin, Shilin Yan, Li Shen, Yi Liang, Soroush Vosoughi, Shiwei Liu
- NeurIPS 2025 ER Workshop Spotlight
- Readers: Everyone
Diffusion Language Model Knows the Answer Before It Decodes
Pengxiang Li, Yefan Zhou, Dilxat Muhtar, Lu Yin, Shilin Yan, Li Shen, Yi Liang, Soroush Vosoughi, Shiwei Liu
- ICLR 2026 Oral
- Readers: Everyone
WorldSense: Evaluating Real-world Omnimodal Understanding for Multimodal LLMs
Jack Hong, Shilin Yan, Jiayin Cai, Xiaolong Jiang, Yao Hu, Weidi Xie
- ICLR 2026 Poster
- Readers: Everyone
CrossLMM: Decoupling Long Video Sequences from LMMs via Dual Cross-Attention Mechanisms
Shilin Yan, Jiaming Han, Jiayin Cai, Hongwei Xue, Rongyao Fang, Lingyi Hong, Ziyu Guo, Renrui Zhang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Beyond Scattered Acceptance: Fast and Coherent Inference for DLMs via Longest Stable Prefixes
Pengxiang Li, Jiayin Cai, Hongwei Xue, Kunyu Shi, Shilin Yan
- ICLR 2026 Poster
- Readers: Everyone
UniCTokens: Boosting Personalized Understanding and Generation via Unified Concept Tokens
Ruichuan An, Sihan Yang, Renrui Zhang, Zijun Shen, Ming Lu, Gaole Dai, Hao Liang, Ziyu Guo, Shilin Yan, Yulin Luo, Bocheng Zou, Chaoqun Yang, Wentao Zhang
- NeurIPS 2025 poster
- Readers: Everyone
Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking
Pengxiang Li, Shilin Yan, Jiayin Cai, Renrui Zhang, Ruichuan An, Ziyu Guo, Xiaowei Gao
- NeurIPS 2025 poster
- Readers: Everyone
T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT
Dongzhi Jiang, Ziyu Guo, Renrui Zhang, Zhuofan Zong, Hao Li, Le Zhuo, Shilin Yan, Pheng-Ann Heng, Hongsheng Li
- NeurIPS 2025 poster
- Readers: Everyone

View all 21 publications

Co-Authors

View all 79 co-authors