PPaperPicks

Ye Yuan

Beijing Institute of Technology, China

61 papers at tracked venues · 58 at CORE A* · active 2024–2026

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Venues

ICDE ×19VLDB ×14NeurIPS ×6SIGMOD ×6ACM MM ×4ACL ×2ICML ×2AAAI ×1CIKM ×1CVPR ×1ECML-PKDD ×1ICLR ×1IROS ×1SIGKDD ×1WWW ×1

Frequent coauthors

Yuhao Deng
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Chengliang Chai
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Pengjie Cui
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Pengqi Li
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Yishu Wang
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Qin Yuan
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Siyu Li
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Yuhang Li
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Kaituo Feng
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Chaoyuan Shen
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Wenbin Guo
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Guangming Qin
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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. ConvD: Attention Enhanced Dynamic Convolutional Embeddings for Knowledge Graph Completion (Extended Abstract)
    ICDE 2026 ·
    Wenbin Guo
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  3. DORA: A Dual-Objective Reinforcement Learning Framework for Effective and Efficient Multimodal Agentic Search
    ACL 2026 ·
    Guangming Qin
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  4. Demystifying Uncertainty in LLMs: Active Calibration between Concepts and Human Evaluations
    ACL 2026 ·
    Pengqi Li
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  5. Efficient Neural-Symbolic Data System via Multi-Agent Collaboration
    ICDE 2026 · Ye Yuan
  6. Lightweight 2-Hop Labels for Reachability Queries on Large-Scale Graphs
    ICDE 2026 ·
    Yishu Wang
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  7. Unstructured Data Analysis using LLMs: A Comprehensive Benchmark
    VLDB 2026 ·
    Qiyan Deng
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  8. Aquila: A High-Concurrency System for Incremental Graph Query
    VLDB 2025 ·
    Ziqi Zou
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  9. Backdoor Attacks on Graph Classification via Data Augmentation and Dynamic Poisoning
    ECML-PKDD 2025 ·
    Yadong Wang
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  10. Budgeted Strong Community Search in Heterogeneous Graphs
    SIGMOD 2025 ·
    Wentong Zhang
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  11. Counting Cohesive Subgraphs with Hereditary Properties
    WWW 2025 ·
    Rong-Hua Li
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  12. CrossEM: A Prompt Tuning Framework for Cross-Modal Entity Matching
    ICDE 2025 ·
    Qin Yuan
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  13. CrossETR: A Semantic-Driven Framework for Entity Matching Across Images and Graph
    ICDE 2025 ·
    Qin Yuan
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  14. DocDB: A Database for Unstructured Document Analysis
    VLDB 2025 ·
    Zequn Li
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  15. Doctopus: A System for Budget-aware Structural Data Extraction from Unstructured Documents
    SIGMOD 2025 ·
    Yuanhao Zhong
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  16. Doctopus: Budget-aware Structural Table Extraction from Unstructured Documents
    VLDB 2025 ·
    Chengliang Chai
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  17. Efficient Maximum Fair Clique Search Over Large Networks
    ICDE 2025 ·
    Qi Zhang
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  18. Errata for "CGgraph: An Ultra-fast Graph Processing System on Modern Commodity CPU-GPU Co-processor"
    VLDB 2025 ·
    Pengjie Cui
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  19. Fira: Can We Achieve Full-rank Training of LLMs Under Low-rank Constraint?
    NeurIPS 2025 ·
    Xi Chen
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  20. Generalization Bounds for Kolmogorov-Arnold Networks (KANs) and Enhanced KANs with Lower Lipschitz Complexity
    NeurIPS 2025 ·
    Pengqi Li
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  21. Handling Label Noise via Instance-Level Difficulty Modeling and Dynamic Optimization
    NeurIPS 2025 ·
    Kuan Zhang
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  22. Harnessing Diversity for Important Data Selection in Pretraining Large Language Models
    ICLR 2025 ·
    Chi Zhang
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  23. Lava: Language Driven Scalable and Versatile Traffic Video Analytics
    ACM MM 2025 ·
    Yanrui Yu
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  24. Nezha: An Efficient Distributed Graph Processing System on Heterogeneous Hardware
    SIGMOD 2025 ·
    Pengjie Cui
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  25. Open3DSearch: Zero-Shot Precise Retrieval of 3D Shapes Using Text Descriptions
    ACM MM 2025 ·
    Xiong Li
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  26. Prompt Tuning In a Compact Attribute Space
    AAAI 2025 ·
    Shiyu Hou
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  27. QUEST: Query Optimization in Unstructured Document Analysis
    VLDB 2025 ·
    Zhaoze Sun
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  28. QaVA: Query-Aware Video Analysis Framework Based on Data Access Pattern
    ICDE 2025 ·
    Tianxiong Zhong
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  29. Towards Multi-Table Learning: A Novel Paradigm for Complementarity Quantification and Integration
    NeurIPS 2025 ·
    Junyu Zhang
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  30. Truss Decomposition in Hypergraphs
    VLDB 2025 ·
    Hongchao Qin
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  31. Two Birds with One Stone: Efficient Deep Learning over Mislabeled Data through Subset Selection
    SIGMOD 2025 ·
    Yuhao Deng
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  32. VideoRFT: Incentivizing Video Reasoning Capability in MLLMs via Reinforced Fine-Tuning
    NeurIPS 2025 ·
    Qi (Cheems) Wang
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  33. Across Images and Graphs for Question Answering
    ICDE 2024 ·
    Zhenyu Wen
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  34. Attributed Network Embedding in Streaming Style
    ICDE 2024 ·
    Anbiao Wu
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  35. Authenticated Keyword Search on Large-Scale Graphs in Hybrid-Storage Blockchains
    ICDE 2024 ·
    Siyu Li
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  36. Authenticated Subgraph Matching in Hybrid-Storage Blockchains
    ICDE 2024 ·
    Siyu Li
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  37. AutoGraph: Enabling Visual Context via Graph Alignment in Open Domain Multi-Modal Dialogue Generation
    ACM MM 2024 ·
    Deji Zhao
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  38. CGgraph: An Ultra-fast Graph Processing System on Modern Commodity CPU-GPU Co-processor
    VLDB 2024 ·
    Pengjie Cui
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  39. Cooperative Global Path Planning for Multiple Platforms
    ICDE 2024 ·
    Xiaoxi Cui
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  40. Cross Online Ride-Sharing for Multiple-Platform Cooperations in Spatial Crowdsourcing
    ICDE 2024 ·
    Yurong Cheng
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  41. Efficient Partial Order Based Transaction Processing for Permissioned Blockchains
    ICDE 2024 ·
    Shuai Zhao
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  42. EquiPocket: an E(3)-Equivariant Geometric Graph Neural Network for Ligand Binding Site Prediction
    ICML 2024 ·
    Yang Zhang
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  43. FDNet: Feature Decoupling Framework for Trajectory Prediction
    IROS 2024 ·
    Yuhang Li
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  44. Feed: Towards Personalization-Effective Federated Learning
    ICDE 2024 ·
    Pengpeng Qiao
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  45. GShop: Towards Flexible Pricing for Graph Statistics
    ICDE 2024 ·
    Chen Chen
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  46. IDE: A System for Iterative Mislabel Detection
    SIGMOD 2024 ·
    Yuhao Deng
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  47. ITPNet: Towards Instantaneous Trajectory Prediction for Autonomous Driving
    SIGKDD 2024 ·
    Rongqing Li
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  48. Importance-aware Shared Parameter Subspace Learning for Domain Incremental Learning
    ACM MM 2024 ·
    Shiye Wang
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  49. Keypoint-based Progressive Chain-of-Thought Distillation for LLMs
    ICML 2024 ·
    Kaituo Feng
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  50. LaKD: Length-agnostic Knowledge Distillation for Trajectory Prediction with Any Length Observations
    NeurIPS 2024 ·
    Yuhang Li
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  51. Label Constrained Reachability Queries on Time Dependent Graphs
    ICDE 2024 ·
    Yishu Wang
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  52. LakeBench: A Benchmark for Discovering Joinable and Unionable Tables in Data Lakes
    VLDB 2024 ·
    Yuhao Deng
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  53. LakeCompass: An End-to-End System for Table Maintenance, Search and Analysis in Data Lakes
    VLDB 2024 ·
    Chengliang Chai
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  54. MisDetect: Iterative Mislabel Detection using Early Loss
    VLDB 2024 ·
    Yuhao Deng
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  55. Mitigating Data Scarcity in Supervised Machine Learning Through Reinforcement Learning Guided Data Generation
    ICDE 2024 ·
    Chengliang Chai
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  56. Multivariate Time Series Cleaning under Speed Constraints
    SIGMOD 2024 ·
    Aoqian Zhang
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  57. On the Road to Portability: Compressing End-to-End Motion Planner for Autonomous Driving
    CVPR 2024 ·
    Kaituo Feng
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  58. Privacy-Enhanced Database Synthesis for Benchmark Publishing
    VLDB 2024 ·
    Yunqing Ge
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  59. RL-ISLAP: A Reinforcement Learning Framework for Industrial-Scale Linear Assignment Problems at Alipay
    CIKM 2024 ·
    Hanjie Li
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  60. Separation Is for Better Reunion: Data Lake Storage at Huawei
    ICDE 2024 ·
    Xin Tang
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  61. nsDB: Architecting the Next Generation Database by Integrating Neural and Symbolic Systems (Vision)
    VLDB 2024 · Ye Yuan