Xiaosong Yuan

According to our database, Xiaosong Yuan authored at least 29 papers between 2005 and 2026.

Collaborative distances:

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

2026

LSFusion: Ladder-Side Attribute Composition for Multi-Aspect Controllable Text Generation.

Xiaosong Yuan, Chen Shen, Shaotian Yan, Renchu Guan, Ying Wang, Xuhang Chen, Kim-Fung Tsang

IEEE Trans. Consumer Electron., May, 2026

Backtracking When It Strays: Mitigating Dual Exposure Biases in LLM Reasoning Distillation.

Bing Wang, Shaotian Yan, Chen Shen, Kaiyuan Liu, Sinan Fan, Ximing Li, Rui Miao, Xiaosong Yuan, Zhanming Shen, Jieping Ye

CoRR, May, 2026

Are Rationales Necessary and Sufficient? Tuning LLMs for Explainable Misinformation Detection.

Bing Wang, Rui Miao, Ximing Li, Chen Shen, Shaotian Yan, Changchun Li, Kaiyuan Liu, Xiaosong Yuan, Jieping Ye

CoRR, May, 2026

On the Step Length Confounding in LLM Reasoning Data Selection.

Bing Wang, Rui Miao, Chen Shen, Shaotian Yan, Kaiyuan Liu, Ximing Li, Xiaosong Yuan, Sinan Fan, Jun Zhang, Jieping Ye

CoRR, April, 2026

Reasoning Fails Where Step Flow Breaks.

Xiaoyu Xu, Yulan Pan, Xiaosong Yuan, Zhihong Shen, Minghao Su, Yuanhao Su, Xiaofeng Zhang

CoRR, April, 2026

ART: Attention Replacement Technique to Improve Factuality in LLMs.

Ziqin Luo, Yihao Quan, Xiaofeng Zhang, Xiaosong Yuan, Chen Shen

CoRR, April, 2026

Context Tokens are Anchors: Understanding the Repetition 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

CoRR, January, 2026

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

CoRR, January, 2026

SeaRAG: Reducing Hallucination in Retrieval-Augmented Generation via Statement-Entity Adaptive Ranking.

Xiaosong Yuan, Xiaofeng Zhang, Di Zhao, Yijia Zhang, Ying Wang

Proceedings of the ACM Web Conference 2026, 2026

2025

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, July, 2025

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, June, 2025

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 Syst. Appl., 2025

Cross-lingual entity alignment based on complex relationships and fine-grained attributes.

Beibei Zhu, Ruijie Tian, Xiaosong Yuan, Ridong Han, Yan Yang, Bo Fu

Appl. Soft Comput., 2025

From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks.

Xiaofeng Zhang, Yihao Quan, Chen Shen, Xiaosong Yuan, Shaotian Yan, Liang Xie, Wenxiao Wang, Chaochen Gu, Hao Tang, Jieping Ye

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

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

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach.

Sinan Fan, Liang Xie, Chen Shen, Ge Teng, Xiaosong Yuan, Xiaofeng Zhang, Chenxi Huang, Wenxiao Wang, Xiaofei He, Jieping Ye

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

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

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2024

Seeing Clearly by Layer Two: Enhancing Attention Heads to Alleviate Hallucination in LVLMs.

Xiaofeng Zhang, Yihao Quan, Chaochen Gu, Chen Shen, Xiaosong Yuan, Shaotian Yan, Hao Cheng, Kaijie Wu, Jieping Ye

CoRR, 2024

From Redundancy to Relevance: Enhancing Explainability in Multimodal Large Language Models.

Xiaofeng Zhang, Chen Shen, Xiaosong Yuan, Shaotian Yan, Liang Xie, Wenxiao Wang, Chaochen Gu, Hao Tang, Jieping Ye

CoRR, 2024

Instance-adaptive Zero-shot Chain-of-Thought Prompting.

Xiaosong Yuan, Chen Shen, Shaotian Yan, Xiaofeng Zhang, Liang Xie, Wenxiao Wang, Renchu Guan, Ying Wang, Jieping Ye

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Dynamic item feature modeling for rating prediction in recommender systems.

Xianglin Zuo, Shining Liang, Xiaosong Yuan, Shuang Yu, Bo Yang

Neurocomputing, September, 2023

The Causal Strength Bank: A New Benchmark for Causal Strength Classification.

Xiaosong Yuan, Renchu Guan, Wanli Zuo, Yijia Zhang

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

TC-GAT: Graph Attention Network for Temporal Causality Discovery.

Xiaosong Yuan, Ke Chen, Wanli Zuo, Yijia Zhang

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

A Word-Granular Adversarial Attacks Framework for Causal Event Extraction.

Yu Zhao, Wanli Zuo, Shining Liang, Xiaosong Yuan, Yijia Zhang, Xianglin Zuo

Entropy, 2022

2021

A Deeper Understanding of Modular DNN in Predicting Ageing-Related Disease.

Xiaosong Yuan, Ruoyang Hong, Danyating Shen

Proceedings of the DMIP 2021: 4th International Conference on Digital Medicine and Image Processing, Kyoto, Japan, November 12, 2021

2010

Automatic and Reliable Extraction of Dendrite Backbone from Optical Microscopy Images.

Liang Xiao, Xiaosong Yuan, Zack Galbreath, Badrinath Roysam

Proceedings of the Life System Modeling and Intelligent Computing, 2010

2009

MDL Constrained 3-D Grayscale Skeletonization Algorithm for Automated Extraction of Dendrites and Spines from Fluorescence Confocal Images.

Xiaosong Yuan, Joshua T. Trachtenberg, Steve M. Potter, Badrinath Roysam

Neuroinformatics, 2009

2005

Computing hierarchical curve-skeletons of 3D objects.

Nicu D. Cornea, Deborah Silver, Xiaosong Yuan, Raman Balasubramanian

Vis. Comput., 2005