Xiaosong Yuan

27 papers A* 5B 1Journal 16Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Context Tokens are Anchors: Understanding the Repetition Curse in dMLLMs from an Information Flow Perspective.
CoRR
Qiyan Zhao, Xiaofeng Zhang, Shuochen Chang, Qianyu Chen, Xiaosong Yuan, Xuhang Chen, Luoqi Liu, Jiajun Zhang, Xu-Yao Zhang, Da-Han Wang
2026 J jnl
Hallucination Begins Where Saliency Drops.
CoRR
Xiaofeng Zhang, Yuanchao Zhu, Chaochen Gu, Xiaosong Yuan, Qiyan Zhao, Jiawei Cao, Feilong Tang, Sinan Fan, Yaomin Shen, Chen Shen, Hao Tang
2026 A* conf
SeaRAG: Reducing Hallucination in Retrieval-Augmented Generation via Statement-Entity Adaptive Ranking.
WWW
Xiaosong Yuan, Xiaofeng Zhang, Di Zhao, Yijia Zhang, Ying Wang
2025 J jnl
Cross-lingual entity alignment based on complex relationships and fine-grained attributes.
Appl. Soft Comput.
Beibei Zhu, Ruijie Tian, Xiaosong Yuan, Ridong Han, Yan Yang, Bo Fu
2025 J jnl
DRIVE: An adjustable parallel architecture based on evidence awareness for fake news detection.
Expert Syst. Appl.
Mou Cong, Lu Liu, Jiayu Han, Beibei Zhu, Xiaosong Yuan, Tao Peng
2025 J jnl
Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models.
CoRR
Kaiyuan Liu, Chen Shen, Zhanwei Zhang, Junjie Liu, Xiaosong Yuan, Jieping Ye
2025 — conf
From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks.
NAACL (Long Papers)
Xiaofeng Zhang, Yihao Quan, Chen Shen, Xiaosong Yuan, Shaotian Yan, Liang Xie, Wenxiao Wang, Chaochen Gu, Hao Tang, Jieping Ye
2025 A* conf
Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach.
ICLR
Sinan Fan, Liang Xie, Chen Shen, Ge Teng, Xiaosong Yuan, Xiaofeng Zhang, Chenxi Huang, Wenxiao Wang, Xiaofei He, Jieping Ye
2025 J jnl
Improving Complex Reasoning with Dynamic Prompt Corruption: A soft prompt Optimization Approach.
CoRR
Sinan Fan, Liang Xie, Chen Shen, Ge Teng, Xiaosong Yuan, Xiaofeng Zhang, Chenxi Huang, Wenxiao Wang, Xiaofei He, Jieping Ye
2025 A* conf
MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models.
ACM Multimedia
Qiyan Zhao, Xiaofeng Zhang, Yiheng Li, Yun Xing, Xiaosong Yuan, Feilong Tang, Sinan Fan, Xuhang Chen, Da-Han Wang, Xu-Yao Zhang
2025 J jnl
MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models.
CoRR
Qiyan Zhao, Xiaofeng Zhang, Yiheng Li, Yun Xing, Xiaosong Yuan, Feilong Tang, Sinan Fan, Xuhang Chen, Xuyao Zhang, Dahan Wang
2025 — conf
SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning.
EMNLP (Findings)
Yue Xin, Chen Shen, Shaotian Yan, Xiaosong Yuan, Yaoming Wang, Xiaofeng Zhang, Chenxi Huang, Jieping Ye
2025 J jnl
SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning.
CoRR
Yue Xin, Chen Shen, Shaotian Yan, Xiaosong Yuan, Yaoming Wang, Xiaofeng Zhang, Chenxi Huang, Jieping Ye
2025 A* conf
Shallow Focus, Deep Fixes: Enhancing Shallow Layers Vision Attention Sinks to Alleviate Hallucination in LVLMs.
EMNLP
Xiaofeng Zhang, Yihao Quan, Chen Shen, Chaochen Gu, Xiaosong Yuan, Shaotian Yan, Jiawei Cao, Hao Cheng, Kaijie Wu, Jieping Ye
2024 J jnl
From Redundancy to Relevance: Enhancing Explainability in Multimodal Large Language Models.
CoRR
Xiaofeng Zhang, Chen Shen, Xiaosong Yuan, Shaotian Yan, Liang Xie, Wenxiao Wang, Chaochen Gu, Hao Tang, Jieping Ye
2024 A* conf
Instance-adaptive Zero-shot Chain-of-Thought Prompting.
NeurIPS
Xiaosong Yuan, Chen Shen, Shaotian Yan, Xiaofeng Zhang, Liang Xie, Wenxiao Wang, Renchu Guan, Ying Wang, Jieping Ye
2024 J jnl
Instance-adaptive Zero-shot Chain-of-Thought Prompting.
CoRR
Xiaosong Yuan, Chen Shen, Shaotian Yan, Xiaofeng Zhang, Liang Xie, Wenxiao Wang, Renchu Guan, Ying Wang, Jieping Ye
2024 J jnl
Seeing Clearly by Layer Two: Enhancing Attention Heads to Alleviate Hallucination in LVLMs.
CoRR
Xiaofeng Zhang, Yihao Quan, Chaochen Gu, Chen Shen, Xiaosong Yuan, Shaotian Yan, Hao Cheng, Kaijie Wu, Jieping Ye
2023 J jnl
Dynamic item feature modeling for rating prediction in recommender systems.
Neurocomputing
Xianglin Zuo, Shining Liang, Xiaosong Yuan, Shuang Yu, Bo Yang
2023 B conf
TC-GAT: Graph Attention Network for Temporal Causality Discovery.
IJCNN
Xiaosong Yuan, Ke Chen, Wanli Zuo, Yijia Zhang
2023 J jnl
TC-GAT: Graph Attention Network for Temporal Causality Discovery.
CoRR
Xiaosong Yuan, Ke Chen, Wanli Zuo, Yijia Zhang
2023 — conf
The Causal Strength Bank: A New Benchmark for Causal Strength Classification.
PAKDD (1)
Xiaosong Yuan, Renchu Guan, Wanli Zuo, Yijia Zhang
2022 J jnl
A Word-Granular Adversarial Attacks Framework for Causal Event Extraction.
Entropy
Yu Zhao, Wanli Zuo, Shining Liang, Xiaosong Yuan, Yijia Zhang, Xianglin Zuo
2021 — conf
A Deeper Understanding of Modular DNN in Predicting Ageing-Related Disease.
DMIP
Xiaosong Yuan, Ruoyang Hong, Danyating Shen
2010 — conf
Automatic and Reliable Extraction of Dendrite Backbone from Optical Microscopy Images.
LSMS/ICSEE
Liang Xiao, Xiaosong Yuan, Zack Galbreath, Badrinath Roysam
2009 J jnl
MDL Constrained 3-D Grayscale Skeletonization Algorithm for Automated Extraction of Dendrites and Spines from Fluorescence Confocal Images.
Neuroinformatics
Xiaosong Yuan, Joshua T. Trachtenberg, Steve M. Potter, Badrinath Roysam
2005 J jnl
Computing hierarchical curve-skeletons of 3D objects.
Vis. Comput.
Nicu D. Cornea, Deborah Silver, Xiaosong Yuan, Raman Balasubramanian