Xu Shen

26 papers A* 6Journal 18Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Defending against link prediction by residual path entropy maximization.
Expert Syst. Appl.
Ru Yuan, Pietro Liò, Xu Shen, Chengbin Peng
2026 A* conf
HyperD: Hybrid Periodicity Decoupling Framework for Traffic Forecasting.
AAAI
Minlan Shao, Zijian Zhang, Yili Wang, Yiwei Dai, Xu Shen, Xin Wang
2025 J jnl
A Comprehensive Survey of Synthetic Tabular Data Generation.
CoRR
Ruxue Shi, Yili Wang, Mengnan Du, Xu Shen, Xin Wang
2025 J jnl
BlindGuard: Safeguarding LLM-based Multi-Agent Systems under Unknown Attacks.
CoRR
Rui Miao, Yixin Liu, Yili Wang, Xu Shen, Yue Tan, Yiwei Dai, Shirui Pan, Xin Wang
2025 J jnl
Directed Link Prediction Using GNN With Local and Global Feature Fusion.
IEEE Trans. Netw. Sci. Eng.
Yuyang Zhang, Xu Shen, Yu Xie, Ka-Chun Wong, Weidun Xie, Chengbin Peng
2025 J jnl
Directed Link Prediction using GNN with Local and Global Feature Fusion.
CoRR
Yuyang Zhang, Xu Shen, Yu Xie, Ka-Chun Wong, Weidun Xie, Chengbin Peng
2025 — conf
Enhanced Molecular Property Prediction with SMILES and Graph Aligned Contrastive Learning.
PAKDD (3)
Minlan Shao, Yili Wang, Xu Shen, Xin Wang
2025 J jnl
FaithCoT-Bench: Benchmarking Instance-Level Faithfulness of Chain-of-Thought Reasoning.
CoRR
Xu Shen, Song Wang, Zhen Tan, Laura Yao, Xinyu Zhao, Kaidi Xu, Xin Wang, Tianlong Chen
2025 — conf
Harnessing LLMs Explanations to Boost Surrogate Models in Tabular Data Classification.
DASFAA (6)
Ruxue Shi, Hengrui Gu, Xu Shen, Xin Wang
2025 J jnl
Harnessing LLMs Explanations to Boost Surrogate Models in Tabular Data Classification.
CoRR
Ruxue Shi, Hengrui Gu, Xu Shen, Xin Wang
2025 J jnl
HyperD: Hybrid Periodicity Decoupling Framework for Traffic Forecasting.
CoRR
Minlan Shao, Zijian Zhang, Yili Wang, Yiwei Dai, Xu Shen, Xin Wang
2025 A* conf
Latte: Transfering LLMs' Latent-level Knowledge for Few-shot Tabular Learning.
IJCAI
Ruxue Shi, Hengrui Gu, Hangting Ye, Yiwei Dai, Xu Shen, Xin Wang
2025 J jnl
Latte: Transfering LLMs' Latent-level Knowledge for Few-shot Tabular Learning.
CoRR
Ruxue Shi, Hengrui Gu, Hangting Ye, Yiwei Dai, Xu Shen, Xin Wang
2025 A* conf
Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space.
IJCAI
Xin He, Yili Wang, Wenqi Fan, Xu Shen, Xin Juan, Rui Miao, Xin Wang
2025 J jnl
Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space.
CoRR
Xin He, Yili Wang, Wenqi Fan, Xu Shen, Xin Juan, Rui Miao, Xin Wang
2025 J jnl
Metacognitive Self-Correction for Multi-Agent System via Prototype-Guided Next-Execution Reconstruction.
CoRR
Xu Shen, Qi Zhang, Song Wang, Zhen Tan, Xinyu Zhao, Laura Yao, Vaishnav Tadiparthi, Hossein Nourkhiz Mahjoub, Ehsan Moradi-Pari, Kwonjoon Lee, Tianlong Chen
2025 J jnl
Raising the Bar in Graph OOD Generalization: Invariant Learning Beyond Explicit Environment Modeling.
CoRR
Xu Shen, Yixin Liu, Yili Wang, Rui Miao, Yiwei Dai, Shirui Pan, Xin Wang
2025 A* conf
Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems.
EMNLP
Xu Shen, Yixin Liu, Yiwei Dai, Yili Wang, Rui Miao, Yue Tan, Shirui Pan, Xin Wang
2025 J jnl
Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems.
CoRR
Xu Shen, Yixin Liu, Yiwei Dai, Yili Wang, Rui Miao, Yue Tan, Shirui Pan, Xin Wang
2025 A* conf
Unifying Unsupervised Graph-Level Anomaly Detection and Out-of-Distribution Detection: A Benchmark.
ICLR
Yili Wang, Yixin Liu, Xu Shen, Chenyu Li, Rui Miao, Kaize Ding, Ying Wang, Shirui Pan, Xin Wang
2024 J jnl
Adaptive multi-scale Graph Neural Architecture Search framework.
Neurocomputing
Lintao Yang, Pietro Liò, Xu Shen, Yuyang Zhang, Chengbin Peng
2024 J jnl
Graph Rewiring and Preprocessing for Graph Neural Networks Based on Effective Resistance.
IEEE Trans. Knowl. Data Eng.
Xu Shen, Pietro Liò, Lintao Yang, Ru Yuan, Yuyang Zhang, Chengbin Peng
2024 A* conf
Optimizing OOD Detection in Molecular Graphs: A Novel Approach with Diffusion Models.
KDD
Xu Shen, Yili Wang, Kaixiong Zhou, Shirui Pan, Xin Wang
2024 J jnl
Optimizing OOD Detection in Molecular Graphs: A Novel Approach with Diffusion Models.
CoRR
Xu Shen, Yili Wang, Kaixiong Zhou, Shirui Pan, Xin Wang
2024 J jnl
Unifying Unsupervised Graph-Level Anomaly Detection and Out-of-Distribution Detection: A Benchmark.
CoRR
Yili Wang, Yixin Liu, Xu Shen, Chenyu Li, Kaize Ding, Rui Miao, Ying Wang, Shirui Pan, Xin Wang
2022 J jnl
A Block-Based Adaptive Decoupling Framework for Graph Neural Networks.
Entropy
Xu Shen, Yuyang Zhang, Yu Xie, Ka-Chun Wong, Chengbin Peng