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Guoren Wang

Beijing Institute of Technology, School of Computer Science & Technology, Beijing, China

86 papers at tracked venues · 79 at CORE A* · active 2024–2026

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Venues

ICDE ×21VLDB ×17SIGMOD ×16NeurIPS ×7WWW ×5CIKM ×4AAAI ×3ACL ×2ACM MM ×2ICML ×2SIGKDD ×2COLT ×1CVPR ×1ECML-PKDD ×1ICLR ×1IROS ×1

Frequent coauthors

Xunkai Li
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Yalong Zhang
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Yuhao Deng
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Chengliang Chai
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Meihao Liao
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Qiangqiang Dai
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Pengqi Li
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Yichun Yang
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Bowen Fan
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Qin Yuan
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Qi Zhang
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Yue Zeng
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Papers

  1. BRIEF: Bi-level Coreset Selection for Efficient Instruction Tuning in LLMs
    VLDB 2026 ·
    Chaoyuan Shen
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  2. DORA: A Dual-Objective Reinforcement Learning Framework for Effective and Efficient Multimodal Agentic Search
    ACL 2026 ·
    Guangming Qin
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  3. Demystifying Uncertainty in LLMs: Active Calibration between Concepts and Human Evaluations
    ACL 2026 ·
    Pengqi Li
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  4. PAGE: A Unified Approach for Federated Graph Unlearning
    AAAI 2026 ·
    Yuming Ai
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  5. Querying Historical $k$-Dense Subgraphs on Temporal Graphs
    ICDE 2026 ·
    Qi Zhang
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  6. Theoretically and Practically Efficient Resistance Distance Computation on Large Graphs
    VLDB 2026 ·
    Yichun Yang
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  7. Unstructured Data Analysis using LLMs: A Comprehensive Benchmark
    VLDB 2026 ·
    Qiyan Deng
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  8. Unveiling the Vulnerability of Graph-LLMs: An Interpretable Multi-Dimensional Adversarial Attack on TAGs
    WWW 2026 ·
    Bowen Fan
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  9. Aquila: A High-Concurrency System for Incremental Graph Query
    VLDB 2025 ·
    Ziqi Zou
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  10. Backdoor Attacks on Graph Classification via Data Augmentation and Dynamic Poisoning
    ECML-PKDD 2025 ·
    Yadong Wang
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  11. Budgeted Strong Community Search in Heterogeneous Graphs
    SIGMOD 2025 ·
    Wentong Zhang
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  12. Counting Cohesive Subgraphs with Hereditary Properties
    WWW 2025 ·
    Rong-Hua Li
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  13. CrossEM: A Prompt Tuning Framework for Cross-Modal Entity Matching
    ICDE 2025 ·
    Qin Yuan
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  14. CrossETR: A Semantic-Driven Framework for Entity Matching Across Images and Graph
    ICDE 2025 ·
    Qin Yuan
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  15. Density Decomposition of Bipartite Graphs
    SIGMOD 2025 ·
    Yalong Zhang
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  16. DiRW: Path-Aware Digraph Learning for Heterophily
    CIKM 2025 ·
    Daohan Su
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  17. DocDB: A Database for Unstructured Document Analysis
    VLDB 2025 ·
    Zequn Li
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  18. Doctopus: A System for Budget-aware Structural Data Extraction from Unstructured Documents
    SIGMOD 2025 ·
    Yuanhao Zhong
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  19. Doctopus: Budget-aware Structural Table Extraction from Unstructured Documents
    VLDB 2025 ·
    Chengliang Chai
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  20. Efficient Exact Resistance Distance Computation on Small-Treewidth Graphs: A Labelling Approach
    SIGMOD 2025 ·
    Meihao Liao
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  21. Efficient Index Maintenance for Effective Resistance Computation on Evolving Graphs
    SIGMOD 2025 ·
    Meihao Liao
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  22. Efficient Maximum Fair Clique Search Over Large Networks
    ICDE 2025 ·
    Qi Zhang
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  23. Fira: Can We Achieve Full-rank Training of LLMs Under Low-rank Constraint?
    NeurIPS 2025 ·
    Xi Chen
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  24. Generalization Bounds for Kolmogorov-Arnold Networks (KANs) and Enhanced KANs with Lower Lipschitz Complexity
    NeurIPS 2025 ·
    Pengqi Li
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  25. GraphMaster: Automated Graph Synthesis via LLM Agents in Data-Limited Environments
    NeurIPS 2025 ·
    Enjun Du
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  26. Handling Label Noise via Instance-Level Difficulty Modeling and Dynamic Optimization
    NeurIPS 2025 ·
    Kuan Zhang
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  27. Harnessing Diversity for Important Data Selection in Pretraining Large Language Models
    ICLR 2025 ·
    Chi Zhang
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  28. Improved Algorithms for Effective Resistance Computation on Graphs
    COLT 2025 ·
    Yichun Yang
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  29. Integral Densest Subgraph Search on Directed Graphs
    SIGMOD 2025 ·
    Yalong Zhang
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  30. Lava: Language Driven Scalable and Versatile Traffic Video Analytics
    ACM MM 2025 ·
    Yanrui Yu
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  31. Motivation-Aware Session Planning over Heterogeneous Social Platforms
    WWW 2025 ·
    Chengkun He
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  32. One Index for All: Towards Efficient Personalized PageRank Computation for Every Damping Factor
    SIGMOD 2025 ·
    Junjie Zhou
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  33. OpenFGL: A Comprehensive Benchmark for Federated Graph Learning
    VLDB 2025 ·
    Xunkai Li
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  34. OpenGU: A Comprehensive Benchmark for Graph Unlearning
    NeurIPS 2025 ·
    Bowen Fan
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  35. Prompt Tuning In a Compact Attribute Space
    AAAI 2025 ·
    Shiyu Hou
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  36. QUEST: Query Optimization in Unstructured Document Analysis
    VLDB 2025 ·
    Zhaoze Sun
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  37. QaVA: Query-Aware Video Analysis Framework Based on Data Access Pattern
    ICDE 2025 ·
    Tianxiong Zhong
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  38. Rethinking Client-oriented Federated Graph Learning
    CIKM 2025 ·
    Zekai Chen
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  39. Scaling Up k-Clique Percolation Community Detection
    SIGMOD 2025 ·
    Yue Zeng
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  40. The Power of Core Clique Removal for Exact Clique Enumeration
    SIGMOD 2025 ·
    Xiaowei Ye
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  41. Theoretically and Practically Efficient Maximum Biclique Search
    SIGMOD 2025 ·
    Qiangqiang Dai
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  42. Toward Data-centric Directed Graph Learning: An Entropy-driven Approach
    ICML 2025 ·
    Xunkai Li
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  43. Toward Effective Digraph Representation Learning: A Magnetic Adaptive Propagation based Approach
    WWW 2025 ·
    Xunkai Li
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  44. Towards Multi-Table Learning: A Novel Paradigm for Complementarity Quantification and Integration
    NeurIPS 2025 ·
    Junyu Zhang
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  45. Truss Decomposition in Hypergraphs
    VLDB 2025 ·
    Hongchao Qin
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  46. Two Birds with One Stone: Efficient Deep Learning over Mislabeled Data through Subset Selection
    SIGMOD 2025 ·
    Yuhao Deng
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  47. AdaFGL: A New Paradigm for Federated Node Classification with Topology Heterogeneity
    ICDE 2024 ·
    Xunkai Li
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  48. Approximate Anchored Densest Subgraph Search on Large Static and Dynamic Graphs
    VLDB 2024 ·
    Qi Zhang
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  49. Authenticated Keyword Search on Large-Scale Graphs in Hybrid-Storage Blockchains
    ICDE 2024 ·
    Siyu Li
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  50. Authenticated Subgraph Matching in Hybrid-Storage Blockchains
    ICDE 2024 ·
    Siyu Li
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  51. Breaking the Entanglement of Homophily and Heterophily in Semi-supervised Node Classification
    ICDE 2024 ·
    Henan Sun
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  52. Cooperative Global Path Planning for Multiple Platforms
    ICDE 2024 ·
    Xiaoxi Cui
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  53. Cross Online Ride-Sharing for Multiple-Platform Cooperations in Spatial Crowdsourcing
    ICDE 2024 ·
    Yurong Cheng
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  54. Efficient Algorithms for Density Decomposition on Large Static and Dynamic Graphs
    VLDB 2024 ·
    Yalong Zhang
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  55. Efficient Algorithms for Pseudoarboricity Computation in Large Static and Dynamic Graphs
    VLDB 2024 ·
    Yalong Zhang
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  56. Efficient Community Search in Edge-Attributed Graphs (Extended Abstract)
    ICDE 2024 ·
    Ling Li
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  57. Efficient Maximal Biplex Enumerations with Improved Worst-Case Time Guarantee
    SIGMOD 2024 ·
    Qiangqiang Dai
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  58. Efficient Partial Order Based Transaction Processing for Permissioned Blockchains
    ICDE 2024 ·
    Shuai Zhao
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  59. Efficient and Effective Anchored Densest Subgraph Search: A Convex-programming based Approach
    SIGKDD 2024 ·
    Xiaowei Ye
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  60. Efficient and Provable Effective Resistance Computation on Large Graphs: An Index-based Approach
    SIGMOD 2024 ·
    Meihao Liao
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  61. FDNet: Feature Decoupling Framework for Trajectory Prediction
    IROS 2024 ·
    Yuhang Li
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  62. Feed: Towards Personalization-Effective Federated Learning
    ICDE 2024 ·
    Pengpeng Qiao
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  63. GShop: Towards Flexible Pricing for Graph Statistics
    ICDE 2024 ·
    Chen Chen
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  64. I/O Efficient Max-Truss Computation in Large Static and Dynamic Graphs
    ICDE 2024 ·
    Jiaqi Jiang
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  65. IDE: A System for Iterative Mislabel Detection
    SIGMOD 2024 ·
    Yuhao Deng
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  66. ITPNet: Towards Instantaneous Trajectory Prediction for Autonomous Driving
    SIGKDD 2024 ·
    Rongqing Li
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  67. Importance-aware Shared Parameter Subspace Learning for Domain Incremental Learning
    ACM MM 2024 ·
    Shiye Wang
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  68. Keypoint-based Progressive Chain-of-Thought Distillation for LLMs
    ICML 2024 ·
    Kaituo Feng
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  69. LaKD: Length-agnostic Knowledge Distillation for Trajectory Prediction with Any Length Observations
    NeurIPS 2024 ·
    Yuhang Li
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  70. LakeBench: A Benchmark for Discovering Joinable and Unionable Tables in Data Lakes
    VLDB 2024 ·
    Yuhao Deng
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  71. LakeCompass: An End-to-End System for Table Maintenance, Search and Analysis in Data Lakes
    VLDB 2024 ·
    Chengliang Chai
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  72. LightDiC: A Simple yet Effective Approach for Large-scale Digraph Representation Learning
    VLDB 2024 ·
    Xunkai Li
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  73. Maximal Biclique Enumeration: A Prefix Tree Based Approach
    ICDE 2024 ·
    Jiujian Chen
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  74. Mining Quasi-Periodic Communities in Temporal Network
    ICDE 2024 ·
    Yue Zeng
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  75. MisDetect: Iterative Mislabel Detection using Early Loss
    VLDB 2024 ·
    Yuhao Deng
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  76. Mitigating Data Scarcity in Supervised Machine Learning Through Reinforcement Learning Guided Data Generation
    ICDE 2024 ·
    Chengliang Chai
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  77. Multivariate Time Series Cleaning under Speed Constraints
    SIGMOD 2024 ·
    Aoqian Zhang
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  78. On the Road to Portability: Compressing End-to-End Motion Planner for Autonomous Driving
    CVPR 2024 ·
    Kaituo Feng
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  79. Privacy-Preserving Graph Embedding based on Local Differential Privacy
    CIKM 2024 ·
    Zening Li
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  80. RL-ISLAP: A Reinforcement Learning Framework for Industrial-Scale Linear Assignment Problems at Alipay
    CIKM 2024 ·
    Hanjie Li
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  81. Rethinking Node-wise Propagation for Large-scale Graph Learning
    WWW 2024 ·
    Xunkai Li
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  82. Self-Training GNN-based Community Search in Large Attributed Heterogeneous Information Networks
    ICDE 2024 ·
    Yuan Li
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  83. Separation Is for Better Reunion: Data Lake Storage at Huawei
    ICDE 2024 ·
    Xin Tang
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  84. Theoretically and Practically Efficient Maximum Defective Clique Search
    SIGMOD 2024 ·
    Qiangqiang Dai
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  85. Topology-preserving Graph Coarsening: An Elementary Collapse-based Approach
    VLDB 2024 ·
    Yuchen Meng
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  86. Towards Effective and General Graph Unlearning via Mutual Evolution
    AAAI 2024 ·
    Xunkai Li
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