PPaperPicks

Shuiguang Deng

Zhejiang University

34 papers at tracked venues · 28 at CORE A* · active 2024–2026

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Venues

WWW ×6IJCAI ×5NeurIPS ×5ICDE ×4AAAI ×3ACL ×3ACM MM ×2CVPR ×2EMNLP ×1ICML ×1SIGKDD ×1SIGMOD ×1

Frequent coauthors

Di Yu
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Zhen Qin
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Feiyi Chen
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Guanjie Cheng
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Yin Wang
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Teng Tu
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Yicheng Zhang
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Xinkui Zhao
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Zhiwei Ling
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Yifei Xu
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Yunkun Wang
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Kangyue Gao
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Papers

  1. DyC-STG: Dynamic Causal Spatio-Temporal Graph Network for Real-time Data Credibility Analysis in IoT
    AAAI 2026 ·
    Guanjie Cheng
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  2. Information Leakage From Prices in Query-Based Data Markets
    ICDE 2026 ·
    Teng Tu
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  3. LSHFed: Robust and Communication-Efficient Federated Learning with Locally-Sensitive Hashing Gradient Mapping
    AAAI 2026 ·
    Guanjie Cheng
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  4. MASI: Memory-Adaptive Inference Framework for Spiking Neural Networks on Edge Devices
    WWW 2026 ·
    Di Yu
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  5. Personalized Federated Fine-Tuning for LLMs via Data-Driven Heterogeneous Model Architectures
    WWW 2026 ·
    Yicheng Zhang
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  6. BPI: A Novel Efficient and Reliable Search Structure for Hybrid Storage Blockchain
    SIGMOD 2025 ·
    Xinkui Zhao
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  7. CADRef: Robust Out-of-Distribution Detection via Class-Aware Decoupled Relative Feature Leveraging
    CVPR 2025 ·
    Zhiwei Ling
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  8. Cost-Effective On-Device Sequential Recommendation with Spiking Neural Networks
    IJCAI 2025 ·
    Di Yu
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  9. CtrlNews: LLM-based Multi-Agent Controllable News Writing via Knowledge Gravitational Field
    EMNLP 2025 ·
    Yifei Xu
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  10. ECC-SNN: Cost-Effective Edge-Cloud Collaboration for Spiking Neural Networks
    IJCAI 2025 ·
    Di Yu
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  11. Exploiting Label Skewness for Spiking Neural Networks in Federated Learning
    IJCAI 2025 ·
    Di Yu
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  12. ExploraCoder: Advancing Code Generation for Multiple Unseen APIs via Planning and Chained Exploration
    ACL 2025 ·
    Yunkun Wang
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  13. Federated Data-Efficient Instruction Tuning for Large Language Models
    ACL 2025 ·
    Zhen Qin
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  14. HeatSnap: A Hot Page-Aware Continuous Snapshots System for Virtual Machines in Web Infrastructure
    WWW 2025 ·
    Kangyue Gao
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  15. Horae: A Domain-Agnostic Language for Automated Service Regulation
    IJCAI 2025 ·
    Yutao Sun
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  16. On Scalable Query Pricing in Data Marketplaces
    ICDE 2025 ·
    Huanhuan Peng
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  17. RAG4GFM: Bridging Knowledge Gaps in Graph Foundation Models through Graph Retrieval Augmented Generation
    NeurIPS 2025 ·
    Xingliang Wang
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  18. Robustifying Learning-Augmented Caching Efficiently without Compromising 1-Consistency
    NeurIPS 2025 ·
    Peng Chen
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  19. SeMi: When Imbalanced Semi-Supervised Learning Meets Mining Hard Examples
    ACM MM 2025 ·
    Yin Wang
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  20. SortingHat: Redefining Operating Systems Education with a Tailored Digital Teaching Assistant
    WWW 2025 ·
    Yifan Zhang
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  21. VADTree: Explainable Training-Free Video Anomaly Detection via Hierarchical Granularity-Aware Tree
    NeurIPS 2025 ·
    Wenlong Li
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  22. Walking the Schrödinger Bridge: A Direct Trajectory for Text-to-3D Generation
    NeurIPS 2025 ·
    Ziying Li
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  23. BlockDFL: A Blockchain-based Fully Decentralized Peer-to-Peer Federated Learning Framework
    WWW 2024 ·
    Zhen Qin
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  24. Cluster-Wide Task Slowdown Detection in Cloud System
    SIGKDD 2024 ·
    Feiyi Chen
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  25. CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation
    ACL 2024 ·
    Weixiang Yan
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  26. EC-SNN: Splitting Deep Spiking Neural Networks for Edge Devices
    IJCAI 2024 ·
    Di Yu
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  27. Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes
    ICML 2024 ·
    Zhen Qin
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  28. GPT as Psychologist? Preliminary Evaluations for GPT-4V on Visual Affective Computing
    CVPR 2024 ·
    Hao Lu
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  29. LARA: A Light and Anti-overfitting Retraining Approach for Unsupervised Time Series Anomaly Detection
    WWW 2024 ·
    Feiyi Chen
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  30. Learning Multi-Pattern Normalities in the Frequency Domain for Efficient Time Series Anomaly Detection
    ICDE 2024 ·
    Feiyi Chen
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  31. Learning-Augmented Algorithms for the Bahncard Problem
    NeurIPS 2024 ·
    Hailiang Zhao
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  32. Online Query-Based Data Pricing with Time-Discounting Valuations
    ICDE 2024 ·
    Yicheng Fu
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  33. Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective
    AAAI 2024 ·
    Zhen Qin
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  34. rPPG-HiBa: Hierarchical Balanced Framework for Remote Physiological Measurement
    ACM MM 2024 ·
    Yin Wang
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