Shaotian Yan - RankMe

21 papers A* 5Journal 12Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Distribution-Aligned Sequence Distillation for Superior Long-CoT Reasoning. CoRR Shaotian Yan, Kaiyuan Liu, Chen Shen, Bing Wang, Sinan Fan, Jun Zhang, Yue Wu, Zheng Wang, Jieping Ye
2026	J	`jnl`	Through the Lens of Contrast: Self-Improving Visual Reasoning in VLMs. CoRR Zhiyu Pan, Yizheng Wu, Jiashen Hua, Junyi Feng, Shaotian Yan, Bing Deng, Zhiguo Cao, Jieping Ye
2025	—	`conf`	Concise and Organized Perception Facilitates Reasoning in Large Language Models. NAACL (Findings) Junjie Liu, Shaotian Yan, Chen Shen, Zhengdong Xiao, Liang Xie, Wenxiao Wang, Jieping Ye
2025	A*	`conf`	Don't Take Things Out of Context: Attention Intervention for Enhancing Chain-of-Thought Reasoning in Large Language Models. ICLR Shaotian Yan, Chen Shen, Wenxiao Wang, Liang Xie, Junjie Liu, Jieping Ye
2025	J	`jnl`	Don't Take Things Out of Context: Attention Intervention for Enhancing Chain-of-Thought Reasoning in Large Language Models. CoRR Shaotian Yan, Chen Shen, Wenxiao Wang, Liang Xie, Junjie Liu, Jieping Ye
2025	—	`conf`	Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning. ACL (1) Chenxi Huang, Shaotian Yan, Liang Xie, Binbin Lin, Sinan Fan, Yue Xin, Deng Cai, Chen Shen, Jieping Ye
2025	J	`jnl`	Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning. CoRR Chenxi Huang, Shaotian Yan, Liang Xie, Binbin Lin, Sinan Fan, Yue Xin, Deng Cai, Chen Shen, Jieping Ye
2025	J	`jnl`	Enhancing Large Language Models with Reward-guided Tree Search for Knowledge Graph Question and Answering. CoRR Xiao Long, Liansheng Zhuang, Chen Shen, Shaotian Yan, Yifei Li, Shafei Wang
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	—	`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
2025	J	`jnl`	Where Did This Sentence Come From? Tracing Provenance in LLM Reasoning Distillation. CoRR Kaiyuan Liu, Shaotian Yan, Rui Miao, Bing Wang, Chen Shen, Jun Zhang, 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`	Concise and Organized Perception Facilitates Large Language Models for Deductive Reasoning. CoRR Shaotian Yan, Chen Shen, Junjie Liu, Jieping Ye
2022	A*	`conf`	MPC: Multi-view Probabilistic Clustering. CVPR Junjie Liu, Junlong Liu, Shaotian Yan, Rongxin Jiang, Xiang Tian, Boxuan Gu, Yaowu Chen, Chen Shen, Jianqiang Huang
2020	A*	`conf`	PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation. ACM Multimedia Shaotian Yan, Chen Shen, Zhongming Jin, Jianqiang Huang, Rongxin Jiang, Yaowu Chen, Xian-Sheng Hua
2020	J	`jnl`	PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation. CoRR Shaotian Yan, Chen Shen, Zhongming Jin, Jianqiang Huang, Rongxin Jiang, Yaowu Chen, Xian-Sheng Hua