Yuchen Yan

32 papers at tracked venues · 22 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×4 ACL ×4 CIKM ×4 EMNLP ×4 SIGIR ×4 ICML ×3 NeurIPS ×3 WWW ×3 ACM MM ×1 EACL ×1 UbiComp/ISWC ×1

Frequent coauthors

Hanghang Tong

×11

Weiming Lu

×8

Yongliang Shen

×7

Wenqi Zhang

×6

Zhichen Zeng

×5

Jun Xiao

×4

Peiyan Zhang

×4

Yueting Zhuang

×4

Guiyang Hou

×3

Ruizhong Qiu

×3

Jingrui He

×3

Lihui Liu

×3

Papers

Building a Production Shopping Agent at Scale
SIGIR 2026 ·
Chen Luo
,
Jason Choi
,
Ziwei Dong
,
Rahul Dua
,
Cong Xu
,
Xuejing Lei
, Yuchen Yan,
Xin Zhang
,
Josef Valvoda
,
Gaurang Sinkar
,
Binit Jha
,
Yi Liu
,
Monica Cheng
CoVerRL: Breaking the Consensus Trap in Label-Free Reasoning via Generator-Verifier Co-Evolution
ACL 2026 ·
Teng Pan
, Yuchen Yan,
Zixuan Wang
,
Ruiqing Zhang
,
Guiyang Hou
,
Wenqi Zhang
,
Weiming Lu
,
Jun Xiao
,
Yongliang Shen
Harnessing Consistency for Robust Test-Time LLM Ensemble
EACL 2026 ·
Zhichen Zeng
,
Qi Yu
,
Xiao Lin
,
Ruizhong Qiu
,
Xuying Ning
,
Tianxin Wei
, Yuchen Yan,
Jingrui He
,
Hanghang Tong
MORGAN: To Bridge Mixture of Experts and Spectral Graph Neural Network
AAAI 2026 ·
Lihui Liu
, Yuchen Yan
Pause or Fabricate? Training Language Models for Grounded Reasoning
ACL 2026 ·
Yiwen Qiu
,
Linjuan Wu
,
Yizhou Liu
, Yuchen Yan,
Jin Ma
,
Xu Tan
,
Yao Hu
,
Daoxin Zhang
,
Wenqi Zhang
,
Weiming Lu
,
Jun Xiao
,
Yongliang Shen
Prune as You Generate: Online Rollout Pruning for Faster and Better RLVR
ACL 2026 ·
Haobo Xu
,
Sirui Chen
,
Ruizhong Qiu
, Yuchen Yan,
Chen Luo
,
Monica Xiao Cheng
,
Jingrui He
,
Hanghang Tong
Question-Adaptive Graph Learning for Multi-hop Retrieval Augmented Generation
SIGIR 2026 · Yuchen Yan,
Peiyan Zhang
,
Zhihua Liu
,
Hao Wang
,
Yatao Bian
,
Weiming Li
,
Xiaoshuai Hao
Test-Time Reinforcement Learning for GUI Grounding via Region Consistency
AAAI 2026 ·
Yong Du
, Yuchen Yan,
Fei Tang
,
Zhengxi Lu
,
Chang Zong
,
Weiming Lu
,
Shengpei Jiang
,
Yongliang Shen
$XR Exhibit+$: An AI-Enhanced XR Museum Guide based on Constructivism and Connectivism Theories
UbiComp/ISWC 2025 ·
Gengyuan Zeng
, Yuchen Yan,
Wenqi Chu
,
Ningjia Duan
,
Qisheng Huang
,
Fanpei Liu
,
Yue Li
AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification
EMNLP 2025 ·
Xuan Zhang
,
Yongliang Shen
,
Zhe Zheng
,
Linjuan Wu
,
Wenqi Zhang
, Yuchen Yan,
Qiuying Peng
,
Jun Wang
,
Weiming Lu
Do Large Language Models excel in Complex Logical Reasoning with Formal Language?
EMNLP 2025 ·
Jin Jiang
,
Jianing Wang
, Yuchen Yan,
Yang Liu
,
Jianhua Zhu
,
Mengdi Zhang
,
Liangcai Gao
Few-Shot Knowledge Graph Completion via Transfer Knowledge from Similar Tasks
CIKM 2025 ·
Lihui Liu
,
Zihao Wang
,
Dawei Zhou
,
Ruijie Wang
, Yuchen Yan,
Bo Xiong
,
Sihong He
,
Hanghang Tong
Fine-Grained Graph Rationalization
CIKM 2025 ·
Zhe Xu
,
Menghai Pan
,
Yuzhong Chen
,
Huiyuan Chen
, Yuchen Yan,
Mahashweta Das
,
Hanghang Tong
Joint Optimal Transport and Embedding for Network Alignment
WWW 2025 ·
Qi Yu
,
Zhichen Zeng
, Yuchen Yan,
Lei Ying
,
R. Srikant
,
Hanghang Tong
Let LRMs Break Free from Overthinking via Self-Braking Tuning
NeurIPS 2025 ·
Haoran Zhao
, Yuchen Yan,
Yongliang Shen
,
Haolei Xu
,
Wenqi Zhang
,
Kaitao Song
,
Jian Shao
,
Weiming Lu
,
Jun Xiao
,
Yueting Zhuang
LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning
ACL 2025 ·
Jin Jiang
, Yuchen Yan,
Yang Liu
,
Jianing Wang
,
Shuai Peng
,
Xunliang Cai
,
Yixin Cao
,
Mengdi Zhang
,
Liangcai Gao
Mind the Gap: Bridging Thought Leap for Improved Chain-of-Thought Tuning
NeurIPS 2025 ·
Haolei Xu
, Yuchen Yan,
Yongliang Shen
,
Wenqi Zhang
,
Guiyang Hou
,
Shengpei Jiang
,
Kaitao Song
,
Weiming Lu
,
Jun Xiao
,
Yueting Zhuang
S3cMath: Spontaneous Step-Level Self-Correction Makes Large Language Models Better Mathematical Reasoners
AAAI 2025 · Yuchen Yan,
Jin Jiang
,
Yang Liu
,
Yixin Cao
,
Xin Xu
,
Mengdi Zhang
,
Xunliang Cai
,
Jian Shao
SVGenius: Benchmarking LLMs in SVG Understanding, Editing and Generation
ACM MM 2025 ·
Siqi Chen
,
Xinyu Dong
,
Haolei Xu
,
Xingyu Wu
,
Fei Tang
,
Hang Zhang
, Yuchen Yan,
Linjuan Wu
,
Wenqi Zhang
,
Guiyang Hou
,
Yongliang Shen
,
Weiming Lu
,
Yueting Zhuang
To Answer or Not to Answer (TAONA): A Robust Textual Graph Understanding and Question Answering Approach
EMNLP 2025 · Yuchen Yan,
Aakash Kolekar
,
Sahika Genc
,
Wenju Xu
,
Edward W. Huang
,
Anirudh Srinivasan
,
Mukesh Jain
,
Qi He
,
Hanghang Tong
UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models
ICML 2025 ·
Xin Xu
,
Qiyun Xu
,
Tong Xiao
,
Tianhao Chen
, Yuchen Yan,
Jiaxin Zhang
,
Shizhe Diao
,
Can Yang
,
Yang Wang
GPT4Rec: Graph Prompt Tuning for Streaming Recommendation
SIGIR 2024 ·
Peiyan Zhang
, Yuchen Yan,
Xi Zhang
,
Liying Kang
,
Chaozhuo Li
,
Feiran Huang
,
Senzhang Wang
,
Sunghun Kim
Graph Mixup on Approximate Gromov-Wasserstein Geodesics
ICML 2024 ·
Zhichen Zeng
,
Ruizhong Qiu
,
Zhe Xu
,
Zhining Liu
, Yuchen Yan,
Tianxin Wei
,
Lei Ying
,
Jingrui He
,
Hanghang Tong
Inductive Graph Alignment Prompt: Bridging the Gap between Graph Pre-training and Inductive Fine-tuning From Spectral Perspective
WWW 2024 · Yuchen Yan,
Peiyan Zhang
,
Zheng Fang
,
Qingqing Long
MOAT: Graph Prompting for 3D Molecular Graphs
CIKM 2024 ·
Qingqing Long
, Yuchen Yan,
Wentao Cui
,
Wei Ju
,
Zhihong Zhu
,
Yuanchun Zhou
,
Xuezhi Wang
,
Meng Xiao
PaCEr: Network Embedding From Positional to Structural
WWW 2024 · Yuchen Yan,
Yongyi Hu
,
Qinghai Zhou
,
Lihui Liu
,
Zhichen Zeng
,
Yuzhong Chen
,
Menghai Pan
,
Huiyuan Chen
,
Mahashweta Das
,
Hanghang Tong
Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability, Reproducibility, and Practicality
NeurIPS 2024 ·
Tianle Zhang
,
Langtian Ma
, Yuchen Yan,
Yuchen Zhang
,
Yue Yang
,
Ziyao Guo
,
Wenqi Shao
,
Kai Wang
,
Yang You
,
Yu Qiao
,
Ping Luo
,
Kaipeng Zhang
SLOG: An Inductive Spectral Graph Neural Network Beyond Polynomial Filter
ICML 2024 ·
Haobo Xu
, Yuchen Yan,
Dingsu Wang
,
Zhe Xu
,
Zhichen Zeng
,
Tarek F. Abdelzaher
,
Jiawei Han
,
Hanghang Tong
Sterling: Synergistic Representation Learning on Bipartite Graphs
AAAI 2024 ·
Baoyu Jing
, Yuchen Yan,
Kaize Ding
,
Chanyoung Park
,
Yada Zhu
,
Huan Liu
,
Hanghang Tong
Topological Anonymous Walk Embedding: A New Structural Node Embedding Approach
CIKM 2024 · Yuchen Yan,
Yongyi Hu
,
Qinghai Zhou
,
Shurang Wu
,
Dingsu Wang
,
Hanghang Tong
TransGNN: Harnessing the Collaborative Power of Transformers and Graph Neural Networks for Recommender Systems
SIGIR 2024 ·
Peiyan Zhang
, Yuchen Yan,
Xi Zhang
,
Chaozhuo Li
,
Senzhang Wang
,
Feiran Huang
,
Sunghun Kim
Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering
EMNLP 2024 ·
Chang Zong
, Yuchen Yan,
Weiming Lu
,
Jian Shao
,
Yongfeng Huang
,
Heng Chang
,
Yueting Zhuang