PPaperPicks

Sheng Zhou

Zhejiang University, Ningbo Research Institute, School of Software Technology, China

31 papers at tracked venues · 26 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3645-1041 ↗Homepage ↗

Venues

WWW ×7NeurIPS ×6AAAI ×4IJCAI ×2SIGKDD ×2WSDM ×2ACL ×1ACM MM ×1CHI ×1CIKM ×1CVPR ×1ICDE ×1ICML ×1SIGIR ×1

Frequent coauthors

Ziwei Wang
DBLP profile ↗ORCID search ↗
×3
Sirui Chen
DBLP profile ↗ORCID search ↗
×3
Yuanchen Bei
DBLP profile ↗ORCID search ↗
×2
Zhonghao Wang
DBLP profile ↗ORCID search ↗
×2
Ming Gu
DBLP profile ↗ORCID search ↗
×2
Meihan Liu
DBLP profile ↗ORCID search ↗
×2
Jingqi Yang
DBLP profile ↗ORCID search ↗
×1
Leyang Yang
DBLP profile ↗ORCID search ↗
×1
Shengjia Zhang
DBLP profile ↗ORCID search ↗
×1
Zhihao Wu
DBLP profile ↗ORCID search ↗
×1
Zhe Wang
DBLP profile ↗ORCID search ↗
×1
Tianhong Gao
DBLP profile ↗ORCID search ↗
×1

Papers

  1. GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies
    SIGKDD 2026 ·
    Jingqi Yang
    DBLP profile ↗ORCID search ↗
  2. History-Aware Reasoning for GUI Agents
    AAAI 2026 ·
    Ziwei Wang
    DBLP profile ↗ORCID search ↗
  3. ProBench: Benchmarking GUI Agents with Accurate Process Information
    AAAI 2026 ·
    Leyang Yang
    DBLP profile ↗ORCID search ↗
  4. TopKGAT: A Top-K Objective-Driven Architecture for Recommendation
    WWW 2026 ·
    Sirui Chen
    DBLP profile ↗ORCID search ↗
  5. Towards Scalable Lightweight GUI Agents via Multi-role Orchestration
    ACL 2026 ·
    Ziwei Wang
    DBLP profile ↗ORCID search ↗
  6. Advancing Loss Functions in Recommender Systems: A Comparative Study with a Rényi Divergence-Based Solution
    AAAI 2025 ·
    Shengjia Zhang
    DBLP profile ↗ORCID search ↗
  7. Correlation-Aware Graph Convolutional Networks for Multi-Label Node Classification
    SIGKDD 2025 ·
    Yuanchen Bei
    DBLP profile ↗ORCID search ↗
  8. Divide and Conquer: Coordinating Multiplex Mixture of Graph Learners to Handle Multi-Omics Analysis
    IJCAI 2025 ·
    Zhihao Wu
    DBLP profile ↗ORCID search ↗
  9. Dynamic Graph Transformer with Correlated Spatial-Temporal Positional Encoding
    WSDM 2025 ·
    Zhe Wang
    DBLP profile ↗ORCID search ↗
  10. EcomMIR: Towards Intelligent Multimodal Intent Recognition in E-Commerce Dialogue Systems
    WWW 2025 ·
    Tianhong Gao
    DBLP profile ↗ORCID search ↗
  11. How Do Recommendation Models Amplify Popularity Bias? An Analysis from the Spectral Perspective
    WSDM 2025 ·
    Siyi Lin
    DBLP profile ↗ORCID search ↗
  12. Learning from Graph: Mitigating Label Noise on Graph through Topological Feature Reconstruction
    CIKM 2025 ·
    Zhonghao Wang
    DBLP profile ↗ORCID search ↗
  13. M4Bench: A Benchmark of Multi-domain Multi-granularity Multi-image Understanding for Multi-modal Large Language Models
    IJCAI 2025 ·
    Xiaojun Ye
    DBLP profile ↗ORCID search ↗
  14. MP-GUI: Modality Perception with MLLMs for GUI Understanding
    CVPR 2025 ·
    Ziwei Wang
    DBLP profile ↗ORCID search ↗
  15. Making Classic GNNs Strong Baselines Across Varying Homophily: A Smoothness-Generalization Perspective
    NeurIPS 2025 ·
    Ming Gu
    DBLP profile ↗ORCID search ↗
  16. PG-Agent: An Agent Powered by Page Graph
    ACM MM 2025 ·
    Weizhi Chen
    DBLP profile ↗ORCID search ↗
  17. Rankformer: A Graph Transformer for Recommendation based on Ranking Objective
    WWW 2025 ·
    Sirui Chen
    DBLP profile ↗ORCID search ↗
  18. TableNarrator: Making Image Tables Accessible to Blind and Low Vision People
    CHI 2025 ·
    Ye Mo
    DBLP profile ↗ORCID search ↗
  19. Towards a Unified Framework of Clustering-based Anomaly Detection
    ICML 2025 ·
    Zeyu Fang
    DBLP profile ↗ORCID search ↗
  20. Towards an Inclusive Mobile Web: A Dataset and Framework for Focusability in UI Accessibility
    WWW 2025 ·
    Ming Gu
    DBLP profile ↗ORCID search ↗
  21. Uncertainty-Aware Graph Structure Learning
    WWW 2025 ·
    Shen Han
    DBLP profile ↗ORCID search ↗
  22. Understanding and Enhancing Message Passing on Heterophilic Graphs via Compatibility Matrix
    NeurIPS 2025 ·
    Zhuonan Zheng
    DBLP profile ↗ORCID search ↗
  23. CPDG: A Contrastive Pre-Training Method for Dynamic Graph Neural Networks
    ICDE 2024 ·
    Yuanchen Bei
    DBLP profile ↗ORCID search ↗
  24. Distributionally Robust Graph-based Recommendation System
    WWW 2024 ·
    Bohao Wang
    DBLP profile ↗ORCID search ↗
  25. GC-Bench: An Open and Unified Benchmark for Graph Condensation
    NeurIPS 2024 ·
    Qingyun Sun
    DBLP profile ↗ORCID search ↗
  26. Macro Graph Neural Networks for Online Billion-Scale Recommender Systems
    WWW 2024 ·
    Hao Chen
    DBLP profile ↗ORCID search ↗
  27. NoisyGL: A Comprehensive Benchmark for Graph Neural Networks under Label Noise
    NeurIPS 2024 ·
    Zhonghao Wang
    DBLP profile ↗ORCID search ↗
  28. PSL: Rethinking and Improving Softmax Loss from Pairwise Perspective for Recommendation
    NeurIPS 2024 ·
    Weiqin Yang
    DBLP profile ↗ORCID search ↗
  29. Rethinking Propagation for Unsupervised Graph Domain Adaptation
    AAAI 2024 ·
    Meihan Liu
    DBLP profile ↗ORCID search ↗
  30. Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation
    NeurIPS 2024 ·
    Meihan Liu
    DBLP profile ↗ORCID search ↗
  31. SIGformer: Sign-aware Graph Transformer for Recommendation
    SIGIR 2024 ·
    Sirui Chen
    DBLP profile ↗ORCID search ↗