Siyu Yuan

32 papers at tracked venues · 18 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×9 EMNLP ×8 NeurIPS ×6 NAACL ×4 AAAI ×1 CHI ×1 CIKM ×1 ICML ×1 PerCom ×1

Frequent coauthors

Jiangjie Chen

×18

Yanghua Xiao

×15

Deqing Yang

×14

Xintao Wang

×8

Yikai Zhang

×7

Jiaqing Liang

×6

Rui Xu

×6

Qianyu He

×4

Aili Chen

×4

Ruihan Yang

×3

Xinfeng Yuan

×3

Kaitao Song

×3

Papers

Metaphor Reasoning is Meta-reasoning
ACL 2026 ·
Qianyu He
,
Junting Lu
,
Yikai Zhang
, Siyu Yuan,
Xiaojun Meng
,
Jiansheng Wei
,
Jiaqing Liang
,
Yanghua Xiao
ARIA: Training Language Agents with Intention-driven Reward Aggregation
NeurIPS 2025 ·
Ruihan Yang
,
Yikai Zhang
,
Aili Chen
,
Xintao Wang
,
Jiangjie Chen
, Siyu Yuan,
Deqing Yang
,
Yanghua Xiao
CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios
EMNLP 2025 ·
Shiting Huang
,
Zhen Fang
,
Zehui Chen
, Siyu Yuan,
Junjie Ye
,
Yu Zeng
,
Lin Chen
,
Qi Mao
,
Feng Zhao
Character is Destiny: Can Persona-assigned Language Models Make Personal Choices?
EMNLP 2025 ·
Rui Xu
,
Xintao Wang
,
Jiangjie Chen
, Siyu Yuan,
Xinfeng Yuan
,
Jiaqing Liang
,
Zulong Chen
,
Xiaoqing Dong
,
Yanghua Xiao
CoSER: Coordinating LLM-Based Persona Simulation of Established Roles
ICML 2025 ·
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
Collaborative Human Activity Recognition with Passive Inter-Body Electrostatic Field
PerCom 2025 ·
Sizhen Bian
,
Vítor Fortes Rey
, Siyu Yuan,
Paul Lukowicz
Curse of Knowledge: Your Guidance and Provided Knowledge are biasing LLM Judges in Complex Evaluation
EMNLP 2025 ·
Weiyuan Li
,
Xintao Wang
, Siyu Yuan,
Rui Xu
,
Jiangjie Chen
,
Qingqing Dong
,
Yanghua Xiao
,
Deqing Yang
DEEPER Insight into Your User: Directed Persona Refinement for Dynamic Persona Modeling
ACL 2025 ·
Aili Chen
,
Chengyu Du
,
Jiangjie Chen
,
Jinghan Xu
,
Yikai Zhang
, Siyu Yuan,
Zulong Chen
,
Liangyue Li
,
Yanghua Xiao
EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction
NAACL 2025 · Siyu Yuan,
Kaitao Song
,
Jiangjie Chen
,
Xu Tan
,
Yongliang Shen
,
Kan Ren
,
Dongsheng Li
,
Deqing Yang
Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles
NeurIPS 2025 ·
Jiangjie Chen
,
Qianyu He
, Siyu Yuan,
Aili Chen
,
Zhicheng Cai
,
Weinan Dai
,
Hongli Yu
,
Jiaze Chen
,
Xuefeng Li
,
Qiying Yu
,
Hao Zhou
,
Mingxuan Wang
EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms
NAACL 2025 · Siyu Yuan,
Kaitao Song
,
Jiangjie Chen
,
Xu Tan
,
Dongsheng Li
,
Deqing Yang
Implicit Reasoning in Transformers is Reasoning through Shortcuts
ACL 2025 ·
Tianhe Lin
,
Jian Xie
, Siyu Yuan,
Deqing Yang
KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation
NeurIPS 2025 ·
Jiajun Shi
,
Jian Yang
,
Jiaheng Liu
,
Xingyuan Bu
,
Jiangjie Chen
,
Junting Zhou
,
Kaijing Ma
,
Zhoufutu Wen
,
Bingli Wang
,
Yancheng He
,
Liang Song
,
Hualei Zhu
,
Shilong Li
,
Xingjian Wang
,
Wei Zhang
,
Ruibin Yuan
,
Yifan Yao
,
Wenjun Yang
,
Yunli Wang
,
Siyuan Fang
, Siyu Yuan,
Qianyu He
,
Robert Tang
,
Yingshui Tan
,
Wangchunshu Zhou
,
Zhao-Xiang Zhang
,
Zhoujun Li
,
Wenhao Huang
,
Ge Zhang
LLM-Powered Information Extraction for the Dairy Financial Domain: Tackling Data Scarcity and Ambiguity
CIKM 2025 ·
Chunyan An
,
Yuying Huang
,
Qiang Yang
, Siyu Yuan,
Zhixu Li
MultiLingPoT: Boosting Mathematical Reasoning in LLMs through Multilingual Program Integration
EMNLP 2025 ·
Nianqi Li
,
Zujie Liang
, Siyu Yuan,
Jiaqing Liang
,
Feng Wei
,
Yanghua Xiao
ORIGAMISPACE: Benchmarking Multimodal LLMs in Multi-Step Spatial Reasoning with Mathematical Constraints
NeurIPS 2025 ·
Rui Xu
,
Dakuan Lu
,
Zicheng Zhao
,
Xiaoyu Tan
,
Xintao Wang
, Siyu Yuan,
Jiangjie Chen
,
Yinghui Xu
Past Meets Present: Creating Historical Analogy with Large Language Models
ACL 2025 ·
Nianqi Li
, Siyu Yuan,
Jiangjie Chen
,
Jiaqing Liang
,
Feng Wei
,
Zujie Liang
,
Deqing Yang
,
Yanghua Xiao
PunMemeCN: A Benchmark to Explore Vision-Language Models' Understanding of Chinese Pun Memes
EMNLP 2025 ·
Zhijun Xu
, Siyu Yuan,
Yiqiao Zhang
,
Jingyu Sun
,
Tong Zheng
,
Deqing Yang
Revealing the Barriers of Language Agents in Planning
NAACL 2025 ·
Jian Xie
,
Kexun Zhang
,
Jiangjie Chen
, Siyu Yuan,
Kai Zhang
,
Yikai Zhang
,
Lei Li
,
Yanghua Xiao
SELFGOAL: Your Language Agents Already Know How to Achieve High-level Goals
NAACL 2025 ·
Ruihan Yang
,
Jiangjie Chen
,
Yikai Zhang
, Siyu Yuan,
Aili Chen
,
Kyle Richardson
,
Yanghua Xiao
,
Deqing Yang
The Lighthouse of Language: Enhancing LLM Agents via Critique-Guided Improvement
NeurIPS 2025 ·
Ruihan Yang
,
Fanghua Ye
,
Jian Li
, Siyu Yuan,
Yikai Zhang
,
Zhaopeng Tu
,
Xiaolong Li
,
Deqing Yang
ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use
ACL 2025 ·
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
Unlocking Scientific Concepts: How Effective Are LLM-Generated Analogies for Student Understanding and Classroom Practice?
CHI 2025 ·
Zekai Shao
, Siyu Yuan,
Lin Gao
,
Yixuan He
,
Deqing Yang
,
Siming Chen
"A good pun is its own reword": Can Large Language Models Understand Puns?
EMNLP 2024 ·
Zhijun Xu
, Siyu Yuan,
Lingjie Chen
,
Deqing Yang
ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base
ACL 2024 · Siyu Yuan,
Jiangjie Chen
,
Changzhi Sun
,
Jiaqing Liang
,
Yanghua Xiao
,
Deqing Yang
Boosting Scientific Concepts Understanding: Can Analogy from Teacher Models Empower Student Models?
EMNLP 2024 · Siyu Yuan,
Cheng Jiayang
,
Lin Qiu
,
Deqing Yang
Evaluating Character Understanding of Large Language Models via Character Profiling from Fictional Works
EMNLP 2024 ·
Xinfeng Yuan
, Siyu Yuan,
Yuhan Cui
,
Tianhe Lin
,
Xintao Wang
,
Rui Xu
,
Jiangjie Chen
,
Deqing Yang
InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews
ACL 2024 ·
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
Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models
ACL 2024 ·
Yikai Zhang
,
Qianyu He
,
Xintao Wang
, Siyu Yuan,
Jiaqing Liang
,
Yanghua Xiao
TaskBench: Benchmarking Large Language Models for Task Automation
NeurIPS 2024 ·
Yongliang Shen
,
Kaitao Song
,
Xu Tan
,
Wenqi Zhang
,
Kan Ren
, Siyu Yuan,
Weiming Lu
,
Dongsheng Li
,
Yueting Zhuang
TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation
ACL 2024 ·
Yikai Zhang
, Siyu Yuan,
Caiyu Hu
,
Kyle Richardson
,
Yanghua Xiao
,
Jiangjie Chen
Translate Meanings, Not Just Words: IdiomKB's Role in Optimizing Idiomatic Translation with Language Models
AAAI 2024 ·
Shuang Li
,
Jiangjie Chen
, Siyu Yuan,
Xinyi Wu
,
Hao Yang
,
Shimin Tao
,
Yanghua Xiao