Xiaosong Yuan

Intern, Tongyi Lab, Alibaba Group

Joined

September 2022

Names

Xiaosong Yuan (Preferred)

Emails

****@mails.jlu.edu.cn (Confirmed)

****@alibaba-inc.com (Confirmed)

Personal Links

Career & Education History

Intern

Tongyi Lab, Alibaba Group (alibaba-inc.com)

2026 – 2026

Intern

Apsara Lab, Alibaba Group (alibaba-inc.com)

2023 – 2025

PhD student

Jilin University (jlu.edu.cn)

2021 – 2025

MS student

Jilin University (jlu.edu.cn)

2019 – 2021

Undergrad student

Jilin University (jlu.edu.cn)

2014 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Renchu Guan

2021 – 2026

PhD Advisor

Ying Wang

2021 – 2026

Expertise

Large Language Models

2023 – 2026

Natural Language Processing

2019 – 2026

Causality Discovery

2019 – 2023

Publications

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models
Qiyan Zhao, Xiaofeng Zhang, Yiheng Li, Yun Xing, Xiaosong Yuan, Feilong Tang, Sinan Fan, Xuhang Chen, Da-Han Wang, Xu-Yao Zhang
- Crossref
- Readers: Everyone
Differential Fine-Tuning Large Language Models Towards Better Diverse Reasoning Abilities
Xiaosong Yuan, Chen Shen, Shaotian Yan, kaiyuan liu, Xiaofeng Zhang, Sinan Fan, Liang Xie, Wenxiao Wang, Renchu Guan, Ying Wang, Jieping Ye
- ICLR 2026 Poster
- Readers: Everyone
Context Tokens are Anchors: Understanding the Repeat Curse in dMLLMs from an Information Flow Perspective
Qiyan Zhao, Xiaofeng Zhang, Shuochen Chang, Qianyu Chen, Xiaosong Yuan, Xuhang Chen, Luoqi Liu, Jiajun Zhang, Xu-Yao Zhang, Da-Han Wang
- ICLR 2026 Poster
- Readers: Everyone
Hallucination Begins Where Saliency Drops
Xiaofeng Zhang, Yuanchao Zhu, Chaochen Gu, Xiaosong Yuan, Qiyan Zhao, Jiawei Cao, Feilong Tang, Sinan Fan, Yaomin Shen, Chen Shen, Hao Tang
- ICLR 2026 Oral
- Readers: Everyone
SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning
Yue Xin, Chen Shen, Shaotian Yan, Xiaosong Yuan, Yaoming Wang, Xiaofeng Zhang, Chenxi Huang, Jieping Ye
- CoRR 2025
- Readers: Everyone
MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models
Qiyan Zhao, Xiaofeng Zhang, Yiheng Li, Yun Xing, Xiaosong Yuan, Feilong Tang, Sinan Fan, Xuhang Chen, Xu-Yao Zhang, Dahan Wang
- OpenReview Archive Direct Upload
- Readers: Everyone
MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models
Qiyan Zhao, Xiaofeng Zhang, Yiheng Li, Yun Xing, Xiaosong Yuan, Feilong Tang, Sinan Fan, Xuhang Chen, Xuyao Zhang, Dahan Wang
- CoRR 2025
- Readers: Everyone
Shallow Focus, Deep Fixes: Enhancing Shallow Layers Vision Attention Sinks to Alleviate Hallucination in LVLMs
Xiaofeng Zhang, Yihao Quan, Chen Shen, Chaochen Gu, Xiaosong Yuan, Shaotian Yan, Jiawei Cao, Hao Cheng, Kaijie Wu, Jieping Ye
- KnowFM @ ACL 2025
- Readers: Everyone
Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models
Kaiyuan Liu, Chen Shen, Zhanwei Zhang, Junjie Liu, Xiaosong Yuan, Jieping Ye
- CoRR 2025
- Readers: Everyone
DRIVE: An adjustable parallel architecture based on evidence awareness for fake news detection
Mou Cong, Lu Liu, Jiayu Han, Beibei Zhu, Xiaosong Yuan, Tao Peng
- Expert Systems with Applications
- Readers: Everyone

View all 31 publications

Co-Authors

View all 57 co-authors