PPaperPicks

Shuiguang Deng

Zhejiang University

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

DBLP profile ↗ORCID 0000-0001-5015-6095 ↗Google Scholar ↗Homepage ↗

Venues

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

Frequent coauthors

Jianwei Yin
×10
Zhen Qin
×9
Guanjie Cheng
×8
Xinkui Zhao
×8
Chen Zhi
×7
Xin Du
×6
Feiyi Chen
×5
Di Yu
×5
Linshan Jiang
×5
Xiaoye Miao
×4
Hailiang Zhao
×4
Junxiao Han
×4

Papers

  1. DyC-STG: Dynamic Causal Spatio-Temporal Graph Network for Real-time Data Credibility Analysis in IoT
    AAAI 2026 ·
    Guanjie Cheng
    ,
    Boyi Li
    ,
    Peihan Wu
    ,
    Feiyi Chen
    ,
    Xinkui Zhao
    ,
    Mengying Zhu
    , Shuiguang Deng
  2. Information Leakage From Prices in Query-Based Data Markets
    ICDE 2026 ·
    Teng Tu
    ,
    Huanhuan Peng
    ,
    Xiaoye Miao
    ,
    Guanjie Cheng
    , Shuiguang Deng,
    Jianwei Yin
  3. InspectCoder: Dynamic Analysis-Driven Self Repair through Interactive LLM-Debugger Collaboration
    OOPSLA 2026 ·
    Yunkun Wang
    ,
    Yue Zhang
    ,
    Guochang Li
    ,
    Chen Zhi
    ,
    Binhua Li
    ,
    Fei Huang
    ,
    Yongbin Li
    , Shuiguang Deng
  4. LSHFed: Robust and Communication-Efficient Federated Learning with Locally-Sensitive Hashing Gradient Mapping
    AAAI 2026 ·
    Guanjie Cheng
    ,
    Mengzhen Yang
    ,
    Xinkui Zhao
    ,
    Shuyi Yu
    ,
    Tianyu Du
    ,
    Yangyang Wu
    ,
    Mengying Zhu
    , Shuiguang Deng
  5. MASI: Memory-Adaptive Inference Framework for Spiking Neural Networks on Edge Devices
    WWW 2026 ·
    Di Yu
    ,
    Helin Zheng
    ,
    Changze Lv
    ,
    Xin Du
    ,
    Linshan Jiang
    ,
    Xiang Liu
    ,
    Gang Pan
    , Shuiguang Deng
  6. Personalized Federated Fine-Tuning for LLMs via Data-Driven Heterogeneous Model Architectures
    WWW 2026 ·
    Yicheng Zhang
    ,
    Zhen Qin
    ,
    Zhaomin Wu
    ,
    Jian Hou
    , Shuiguang Deng
  7. BPI: A Novel Efficient and Reliable Search Structure for Hybrid Storage Blockchain
    SIGMOD 2025 ·
    Xinkui Zhao
    ,
    Rengrong Xiong
    ,
    Guanjie Cheng
    ,
    Xinhao Jin
    ,
    Shawn Shi
    ,
    Xiubo Liang
    ,
    Gongsheng Yuan
    ,
    Xiaoye Miao
    ,
    Jianwei Yin
    , Shuiguang Deng
  8. BSTL: Bayesian Signal Temporal Logic for Predictive Edge Service Monitoring
    ICWS 2025 ·
    Deng Zhao
    ,
    Zhangbing Zhou
    , Shuiguang Deng,
    Xiao Xue
    ,
    Ruixi Pan
    ,
    Jiangwei Li
    ,
    Sami Yangui
  9. CADRef: Robust Out-of-Distribution Detection via Class-Aware Decoupled Relative Feature Leveraging
    CVPR 2025 ·
    Zhiwei Ling
    ,
    Yachen Chang
    ,
    Hailiang Zhao
    ,
    Xinkui Zhao
    ,
    Kingsum Chow
    , Shuiguang Deng
  10. Cost-Effective On-Device Sequential Recommendation with Spiking Neural Networks
    IJCAI 2025 ·
    Di Yu
    ,
    Changze Lv
    ,
    Xin Du
    ,
    Linshan Jiang
    ,
    Qing Yin
    ,
    Wentao Tong
    ,
    Xiaoqing Zheng
    , Shuiguang Deng
  11. CtrlNews: LLM-based Multi-Agent Controllable News Writing via Knowledge Gravitational Field
    EMNLP 2025 ·
    Yifei Xu
    ,
    Yingjie Zong
    ,
    Wang Zhonghua
    ,
    Sirui Wu
    ,
    Yuan Rao
    ,
    Dan Zhang
    , Shuiguang Deng
  12. ECC-SNN: Cost-Effective Edge-Cloud Collaboration for Spiking Neural Networks
    IJCAI 2025 ·
    Di Yu
    ,
    Changze Lv
    ,
    Xin Du
    ,
    Linshan Jiang
    ,
    Wentao Tong
    ,
    Zhenyu Liao
    ,
    Xiaoqing Zheng
    , Shuiguang Deng
  13. Exploiting Label Skewness for Spiking Neural Networks in Federated Learning
    IJCAI 2025 ·
    Di Yu
    ,
    Xin Du
    ,
    Linshan Jiang
    ,
    Huijing Zhang
    , Shuiguang Deng
  14. ExploraCoder: Advancing Code Generation for Multiple Unseen APIs via Planning and Chained Exploration
    ACL 2025 ·
    Yunkun Wang
    ,
    Yue Zhang
    ,
    Zhen Qin
    ,
    Chen Zhi
    ,
    Binhua Li
    ,
    Fei Huang
    ,
    Yongbin Li
    , Shuiguang Deng
  15. Federated Data-Efficient Instruction Tuning for Large Language Models
    ACL 2025 ·
    Zhen Qin
    ,
    Zhaomin Wu
    ,
    Bingsheng He
    , Shuiguang Deng
  16. HeatSnap: A Hot Page-Aware Continuous Snapshots System for Virtual Machines in Web Infrastructure
    WWW 2025 ·
    Kangyue Gao
    ,
    Chuangyu Ouyang
    ,
    Xinkui Zhao
    ,
    Miao Ye
    ,
    Chen Zhi
    ,
    Guanjie Cheng
    ,
    Yueshen Xu
    , Shuiguang Deng,
    Jianwei Yin
  17. Horae: A Domain-Agnostic Language for Automated Service Regulation
    IJCAI 2025 ·
    Yutao Sun
    ,
    Mingshuai Chen
    ,
    Tiancheng Zhao
    ,
    Kangjia Zhao
    ,
    He Li
    ,
    Jintao Chen
    ,
    Zhongyi Wang
    ,
    Liqiang Lu
    ,
    Xinkui Zhao
    , Shuiguang Deng,
    Jianwei Yin
  18. LLMAppHub: A Large Collection of LLM-based Applications for the Research Community
    FSE 2025 ·
    Zixuan Wu
    ,
    Chen Zhi
    ,
    Junxiao Han
    , Shuiguang Deng,
    Jianwei Yin
  19. On Scalable Query Pricing in Data Marketplaces
    ICDE 2025 ·
    Huanhuan Peng
    ,
    Xiaoye Miao
    ,
    Yicheng Fu
    ,
    Jinshan Zhang
    , Shuiguang Deng,
    Jianwei Yin
  20. RAG4GFM: Bridging Knowledge Gaps in Graph Foundation Models through Graph Retrieval Augmented Generation
    NeurIPS 2025 ·
    Xingliang Wang
    ,
    Zemin Liu
    ,
    Junxiao Han
    , Shuiguang Deng
  21. Robustifying Learning-Augmented Caching Efficiently without Compromising 1-Consistency
    NeurIPS 2025 ·
    Peng Chen
    ,
    Hailiang Zhao
    ,
    Jiaji Zhang
    ,
    Xueyan Tang
    ,
    Yixuan Wang
    , Shuiguang Deng
  22. SeMi: When Imbalanced Semi-Supervised Learning Meets Mining Hard Examples
    ACM MM 2025 ·
    Yin Wang
    ,
    Zixuan Wang
    ,
    Hao Lu
    ,
    Zhen Qin
    ,
    Hailiang Zhao
    ,
    Guanjie Cheng
    ,
    Xin Du
    ,
    Ge Su
    ,
    Li Kuang
    ,
    Mengchu Zhou
    , Shuiguang Deng
  23. SortingHat: Redefining Operating Systems Education with a Tailored Digital Teaching Assistant
    WWW 2025 ·
    Yifan Zhang
    ,
    Xinkui Zhao
    ,
    Zuxin Wang
    ,
    Zhengyi Zhou
    ,
    Guanjie Cheng
    , Shuiguang Deng,
    Jianwei Yin
  24. VADTree: Explainable Training-Free Video Anomaly Detection via Hierarchical Granularity-Aware Tree
    NeurIPS 2025 ·
    Wenlong Li
    ,
    Yifei Xu
    ,
    Yuan Rao
    ,
    Zhenhua Wang
    , Shuiguang Deng
  25. Walking the Schrödinger Bridge: A Direct Trajectory for Text-to-3D Generation
    NeurIPS 2025 ·
    Ziying Li
    ,
    Xuequan Lu
    ,
    Xinkui Zhao
    ,
    Guanjie Cheng
    , Shuiguang Deng,
    Jianwei Yin
  26. BlockDFL: A Blockchain-based Fully Decentralized Peer-to-Peer Federated Learning Framework
    WWW 2024 ·
    Zhen Qin
    ,
    Xueqiang Yan
    ,
    Mengchu Zhou
    , Shuiguang Deng
  27. ChatUniTest: A Framework for LLM-Based Test Generation
    FSE 2024 ·
    Yinghao Chen
    ,
    Zehao Hu
    ,
    Chen Zhi
    ,
    Junxiao Han
    , Shuiguang Deng,
    Jianwei Yin
  28. Cluster-Wide Task Slowdown Detection in Cloud System
    SIGKDD 2024 ·
    Feiyi Chen
    ,
    Yingying Zhang
    ,
    Lunting Fan
    ,
    Yuxuan Liang
    ,
    Guansong Pang
    ,
    Qingsong Wen
    , Shuiguang Deng
  29. CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation
    ACL 2024 ·
    Weixiang Yan
    ,
    Haitian Liu
    ,
    Yunkun Wang
    ,
    Yunzhe Li
    ,
    Qian Chen
    ,
    Wen Wang
    ,
    Tingyu Lin
    ,
    Weishan Zhao
    ,
    Li Zhu
    ,
    Hari Sundaram
    , Shuiguang Deng
  30. EC-SNN: Splitting Deep Spiking Neural Networks for Edge Devices
    IJCAI 2024 ·
    Di Yu
    ,
    Xin Du
    ,
    Linshan Jiang
    ,
    Wentao Tong
    , Shuiguang Deng
  31. Exploring Parameter-Efficient Fine-Tuning of Large Language Model on Automated Program Repair
    ASE 2024 ·
    Guochang Li
    ,
    Chen Zhi
    ,
    Jialiang Chen
    ,
    Junxiao Han
    , Shuiguang Deng
  32. Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes
    ICML 2024 ·
    Zhen Qin
    ,
    Daoyuan Chen
    ,
    Bingchen Qian
    ,
    Bolin Ding
    ,
    Yaliang Li
    , Shuiguang Deng
  33. GPT as Psychologist? Preliminary Evaluations for GPT-4V on Visual Affective Computing
    CVPR 2024 ·
    Hao Lu
    ,
    Xuesong Niu
    ,
    Jiyao Wang
    ,
    Yin Wang
    ,
    Qingyong Hu
    ,
    Jiaqi Tang
    ,
    Yuting Zhang
    ,
    Kaishen Yuan
    ,
    Bin Huang
    ,
    Zitong Yu
    ,
    Dengbo He
    , Shuiguang Deng,
    Hao Chen
    ,
    Yingcong Chen
    ,
    Shiguang Shan
  34. LARA: A Light and Anti-overfitting Retraining Approach for Unsupervised Time Series Anomaly Detection
    WWW 2024 ·
    Feiyi Chen
    ,
    Zhen Qin
    ,
    Mengchu Zhou
    ,
    Yingying Zhang
    , Shuiguang Deng,
    Lunting Fan
    ,
    Guansong Pang
    ,
    Qingsong Wen
  35. Learning Multi-Pattern Normalities in the Frequency Domain for Efficient Time Series Anomaly Detection
    ICDE 2024 ·
    Feiyi Chen
    ,
    Yingying Zhang
    ,
    Zhen Qin
    ,
    Lunting Fan
    ,
    Renhe Jiang
    ,
    Yuxuan Liang
    ,
    Qingsong Wen
    , Shuiguang Deng
  36. Learning-Augmented Algorithms for the Bahncard Problem
    NeurIPS 2024 ·
    Hailiang Zhao
    ,
    Xueyan Tang
    ,
    Peng Chen
    , Shuiguang Deng
  37. Online Query-Based Data Pricing with Time-Discounting Valuations
    ICDE 2024 ·
    Yicheng Fu
    ,
    Xiaoye Miao
    ,
    Huanhuan Peng
    ,
    Chongning Na
    , Shuiguang Deng,
    Jianwei Yin
  38. Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective
    AAAI 2024 ·
    Zhen Qin
    ,
    Feiyi Chen
    ,
    Chen Zhi
    ,
    Xueqiang Yan
    , Shuiguang Deng
  39. rPPG-HiBa: Hierarchical Balanced Framework for Remote Physiological Measurement
    ACM MM 2024 ·
    Yin Wang
    ,
    Hao Lu
    ,
    Ying-Cong Chen
    ,
    Li Kuang
    ,
    Mengchu Zhou
    , Shuiguang Deng