Shaotian Yan

Alibaba Group (China) — China

Computer Science · Physical Sciences

1h-index8citations12works0.02yr avg
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Research Topics

Topic Modeling(3), Natural Language Processing Techniques(3), Cognitive Science and Mapping(3), Computability, Logic, AI Algorithms(2), Machine Learning and Data Classification(2)

Publications12 total

LSFusion: Ladder-Side Attribute Composition for Multi-Aspect Controllable Text Generation
IEEE Transactions on Consumer Electronics·2026
SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning
arXiv (Cornell University)·2025Open Access
Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning
arXiv (Cornell University)·2025Open Access
Enhancing Large Language Models with Reward-guided Tree Search for Knowledge Graph Question and Answering
arXiv (Cornell University)·2025Open Access
Don't Take Things Out of Context: Attention Intervention for Enhancing Chain-of-Thought Reasoning in Large Language Models
arXiv (Cornell University)·2025Open Access
Concise and Organized Perception Facilitates Reasoning in Large Language Models
2025Open Access
SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning
2025
Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning
2025Open Access
Concise and Organized Perception Facilitates Reasoning in Large Language Models
arXiv (Cornell University)·2023Open Access
Gradient Agreement Hinders the Memorization of Noisy Labels
Applied Sciences·2023Open Access
FGCM: Noisy Label Learning via Fine-Grained Confidence Modeling
Applied Sciences·2022Open Access
MPC: Multi-view Probabilistic Clustering
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)·2022· 8 cited

Frequent Co-authors

Yue Xin(4), Chen Shen(4), Jieping Ye(4), Rongxin Jiang(3), Jieping Ye(3), Junjie Liu(2), Chen Shen(2), Chenxi Huang(2), Liang Xie(2), Binbin Lin(2), Saijun Fan(2), Deng Cai(2), Xiang Tian(2), Yaowu Chen(2), Xiaosong Yuan(2), Yaoming Wang(2), Xiaofeng Zhang(2), Chenxi Huang(2), Junlong Liu(1), Xiang Tian(1)