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Siyu Yuan

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

32

Venues

10

Active years

2020–2026

Best venue rank

A*

Where they publish

Papers

32 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLMetaphor Reasoning is Meta-reasoning.Qianyu He, Junting Lu, Yikai Zhang, Siyu Yuan, Xiaojun Meng, Jiansheng Wei, Jiaqing Liang, Yanghua Xiao
2025ACLDEEPER Insight into Your User: Directed Persona Refinement for Dynamic Persona Modeling.Aili Chen, Chengyu Du, Jiangjie Chen, Jinghan Xu, Yikai Zhang, Siyu Yuan, Zulong Chen, Liangyue Li, Yanghua Xiao
2025ACLImplicit Reasoning in Transformers is Reasoning through Shortcuts.Tianhe Lin, Jian Xie, Siyu Yuan, Deqing Yang
2025ACLPast Meets Present: Creating Historical Analogy with Large Language Models.Nianqi Li, Siyu Yuan, Jiangjie Chen, Jiaqing Liang, Feng Wei, Zujie Liang, Deqing Yang, Yanghua Xiao
2025ACLToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use.Junjie Ye, Zhengyin Du, Xuesong Yao, Weijian Lin, Yufei Xu, Zehui Chen, Zaiyuan Wang, Sining Zhu, Zhiheng Xi, Siyu Yuan, Tao Gui, Qi Zhang, Xuanjing Huang, Jiecao Chen
2025CHIUnlocking Scientific Concepts: How Effective Are LLM-Generated Analogies for Student Understanding and Classroom Practice?Zekai Shao, Siyu Yuan, Lin Gao, Yixuan He, Deqing Yang, Siming Chen
2025CIKMLLM-Powered Information Extraction for the Dairy Financial Domain: Tackling Data Scarcity and Ambiguity.Chunyan An, Yuying Huang, Qiang Yang, Siyu Yuan, Zhixu Li
2025EMNLPCRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios.Shiting Huang, Zhen Fang, Zehui Chen, Siyu Yuan, Junjie Ye, Yu Zeng, Lin Chen, Qi Mao, Feng Zhao
2025EMNLPMultiLingPoT: Boosting Mathematical Reasoning in LLMs through Multilingual Program Integration.Nianqi Li, Zujie Liang, Siyu Yuan, Jiaqing Liang, Feng Wei, Yanghua Xiao
2025EMNLPCurse of Knowledge: Your Guidance and Provided Knowledge are biasing LLM Judges in Complex Evaluation.Weiyuan Li, Xintao Wang, Siyu Yuan, Rui Xu, Jiangjie Chen, Qingqing Dong, Yanghua Xiao, Deqing Yang
2025EMNLPCharacter is Destiny: Can Persona-assigned Language Models Make Personal Choices?Rui Xu, Xintao Wang, Jiangjie Chen, Siyu Yuan, Xinfeng Yuan, Jiaqing Liang, Zulong Chen, Xiaoqing Dong, Yanghua Xiao
2025EMNLPPunMemeCN: A Benchmark to Explore Vision-Language Models' Understanding of Chinese Pun Memes.Zhijun Xu, Siyu Yuan, Yiqiao Zhang, Jingyu Sun, Tong Zheng, Deqing Yang
2025ICMLCoSER: Coordinating LLM-Based Persona Simulation of Established Roles.Xintao Wang, Heng Wang, Yifei Zhang, Xinfeng Yuan, Rui Xu, Jen-tse Huang, Siyu Yuan, Haoran Guo, Jiangjie Chen, Shuchang Zhou, Wei Wang, Yanghua Xiao
2025NAACLRevealing the Barriers of Language Agents in Planning.Jian Xie, Kexun Zhang, Jiangjie Chen, Siyu Yuan, Kai Zhang, Yikai Zhang, Lei Li, Yanghua Xiao
2025NAACLSELFGOAL: Your Language Agents Already Know How to Achieve High-level Goals.Ruihan Yang, Jiangjie Chen, Yikai Zhang, Siyu Yuan, Aili Chen, Kyle Richardson, Yanghua Xiao, Deqing Yang
2025NAACLEvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms.Siyu Yuan, Kaitao Song, Jiangjie Chen, Xu Tan, Dongsheng Li, Deqing Yang
2025NAACLEASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction.Siyu Yuan, Kaitao Song, Jiangjie Chen, Xu Tan, Yongliang Shen, Kan Ren, Dongsheng Li, Deqing Yang
2025PERCOMCollaborative Human Activity Recognition with Passive Inter-Body Electrostatic Field.Sizhen Bian, Vtor Fortes Rey, Siyu Yuan, Paul Lukowicz
2024AAAITranslate Meanings, Not Just Words: IdiomKB's Role in Optimizing Idiomatic Translation with Language Models.Shuang Li, Jiangjie Chen, Siyu Yuan, Xinyi Wu, Hao Yang, Shimin Tao, Yanghua Xiao
2024ACLInCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews.Xintao Wang, Yunze Xiao, Jen-tse Huang, Siyu Yuan, Rui Xu, Haoran Guo, Quan Tu, Yaying Fei, Ziang Leng, Wei Wang, Jiangjie Chen, Cheng Li, Yanghua Xiao
2024ACLANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base.Siyu Yuan, Jiangjie Chen, Changzhi Sun, Jiaqing Liang, Yanghua Xiao, Deqing Yang
2024ACLLight Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models.Yikai Zhang, Qianyu He, Xintao Wang, Siyu Yuan, Jiaqing Liang, Yanghua Xiao
2024ACLTimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation.Yikai Zhang, Siyu Yuan, Caiyu Hu, Kyle Richardson, Yanghua Xiao, Jiangjie Chen
2024EMNLP"A good pun is its own reword": Can Large Language Models Understand Puns?Zhijun Xu, Siyu Yuan, Lingjie Chen, Deqing Yang
2024EMNLPBoosting Scientific Concepts Understanding: Can Analogy from Teacher Models Empower Student Models?Siyu Yuan, Cheng Jiayang, Lin Qiu, Deqing Yang
2024EMNLPEvaluating Character Understanding of Large Language Models via Character Profiling from Fictional Works.Xinfeng Yuan, Siyu Yuan, Yuhan Cui, Tianhe Lin, Xintao Wang, Rui Xu, Jiangjie Chen, Deqing Yang
2023ACLDistilling Script Knowledge from Large Language Models for Constrained Language Planning.Siyu Yuan, Jiangjie Chen, Ziquan Fu, Xuyang Ge, Soham Shah, Charles Robert Jankowski, Yanghua Xiao, Deqing Yang
2023ACLCausality-aware Concept Extraction based on Knowledge-guided Prompting.Siyu Yuan, Deqing Yang, Jinxi Liu, Shuyu Tian, Jiaqing Liang, Yanghua Xiao, Rui Xie
2023EMNLPBeneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction.Siyu Yuan, Jiangjie Chen, Xuyang Ge, Yanghua Xiao, Deqing Yang
2022EMNLPGenerative Entity Typing with Curriculum Learning.Siyu Yuan, Deqing Yang, Jiaqing Liang, Zhixu Li, Jinxi Liu, Jingyue Huang, Yanghua Xiao
2022ISCCMassive Twinning to Enhance Emergent Intelligence.Siyu Yuan, Bin Han, Dennis Krummacker, Hans D. Schotten
2020INFOCOMRobustness Analysis of Networked Control Systems with Aging Status.Bin Han, Siyu Yuan, Zhiyuan Jiang, Yao Zhu, Hans D. Schotten