PPaperPicks

Bingsheng He

National University of Singapore, Department of Computer Science, Singapore

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

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Venues

SIGMOD ×13VLDB ×11ICDE ×6ICLR ×6WWW ×6AAAI ×5ACL ×4NeurIPS ×4SIGKDD ×3EMNLP ×2ICML ×2EDBT ×1IJCAI ×1NAACL ×1SIGIR ×1

Frequent coauthors

Yuan Li
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Bingqiao Luo
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Zhaomin Wu
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Moming Duan
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Jun Hu
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Zhen Zhang
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Jiaxin Jiang
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Nuo Chen
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Qiange Wang
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Borui Xu
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Qian Wang
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Nan Chen
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Papers

  1. 'They've Stolen My GPL-Licensed Model!': Toward Standardized and Transparent Model Licensing
    WWW 2026 ·
    Moming Duan
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  2. ABFlow: Alert Bursting Flow Query in Streaming Temporal Flow Networks
    SIGMOD 2026 ·
    Yunxiang Zhao
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  3. Automating Database-Native Function Code Synthesis with LLMs
    SIGMOD 2026 ·
    Wei Zhou
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  4. DGP: A Dual-Granularity Prompting Framework for Fraud Detection with Graph-Enhanced LLMs
    AAAI 2026 ·
    Yuan Li
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  5. Diversity Collapse in Multi-Agent LLM Systems: Structural Coupling and Collective Failure in Open-Ended Idea Generation
    ACL 2026 ·
    Nuo Chen
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  6. Echoless Label-Based Pre-computation for Memory-Efficient Heterogeneous Graph Learning
    AAAI 2026 ·
    Jun Hu
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  7. FaaSBoard: Efficient Graph Processing with a Disaggregated Architecture on Serverless Services
    SIGMOD 2026 ·
    Yushi Liu
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  8. FeatInsight: An Online ML Feature Management System on 4Paradigm Sage-Studio Platform
    SIGMOD 2026 ·
    Xin Tong
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  9. Incremental GNN Embedding Computation on Streaming Graphs
    ICDE 2026 ·
    Qiange Wang
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  10. MGI: A Communication Framework for Data Processing in Massive GPU Infrastructures
    VLDB 2026 ·
    Di Wu
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  11. NTSFormer: A Self-Teaching Graph Transformer for Multimodal Isolated Cold-Start Node Classification
    AAAI 2026 ·
    Jun Hu
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  12. ORDER: Optimal Routing with Path Indexing in Exchange Graph [Data-Intensive & Data Science Application]
    SIGMOD 2026 ·
    Bingqiao Luo
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  13. PaperDebugger: A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing
    WWW 2026 ·
    Junyi Hou
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  14. Robust Multimodal Recommendation via Graph Retrieval-Enhanced Modality Completion
    SIGIR 2026 ·
    Yuan Li
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  15. StreamFP: Fingerprint-guided Data Selection for Efficient Stream Learning
    WWW 2026 ·
    Changwu Li
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  16. TRADER: Real-time Arbitrage Detection via Negative Cycles on Dynamic Graphs
    ICDE 2026 ·
    Bingqiao Luo
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  17. WikiDBGraph: A Data Management Benchmark Suite for Collaborative Learning Over Database Silos
    ICDE 2026 ·
    Zhaomin Wu
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  18. XtraGPT: Context-Aware and Controllable Academic Paper Revision via Human-AI Collaboration
    ACL 2026 ·
    Nuo Chen
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  19. Accelerating D-Core Maintenance over Dynamic Directed Graphs
    ICDE 2025 ·
    Xuankun Liao
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  20. Adapting Precomputed Features for Efficient Graph Condensation
    ICML 2025 ·
    Yuan Li
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  21. Aggregate to Adapt: Node-Centric Aggregation for Multi-Source-Free Graph Domain Adaptation
    WWW 2025 ·
    Zhen Zhang
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  22. An Efficient Memoization Engine for Concurrent Graph Query Processing
    ICDE 2025 ·
    Sen Gao
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  23. Blurred Encoding for Trajectory Representation Learning
    SIGKDD 2025 ·
    Silin Zhou
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  24. Bursting Flow Query on Large Temporal Flow Networks
    SIGMOD 2025 ·
    Lyu Xu
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  25. Clementi: Efficient Load Balancing and Communication Overlap for Multi-FPGA Graph Processing
    SIGMOD 2025 ·
    Feng Yu
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  26. Community Detection in Heterogeneous Information Networks Without Materialization
    SIGMOD 2025 ·
    Jiaxin Jiang
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  27. Dupin: A Parallel Framework for Densest Subgraph Discovery in Fraud Detection on Massive Graphs
    SIGMOD 2025 ·
    Jiaxin Jiang
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  28. Efficient Graph Data Access for Out-of-Memory GPU Streaming Graph Processing
    VLDB 2025 ·
    Qiange Wang
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  29. Evaluating Small Language Models for News Summarization: Implications and Factors Influencing Performance
    NAACL 2025 ·
    Borui Xu
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  30. Federated Data-Efficient Instruction Tuning for Large Language Models
    ACL 2025 ·
    Zhen Qin
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  31. ML-Asset Management: Curation, Discovery, and Utilization
    VLDB 2025 ·
    Mengying Wang
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  32. MegaAgent: A Large-Scale Autonomous LLM-based Multi-Agent System Without Predefined SOPs
    ACL 2025 ·
    Qian Wang
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  33. Modality-Independent Graph Neural Networks with Global Transformers for Multimodal Recommendation
    AAAI 2025 ·
    Jun Hu
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  34. Model-based Large Language Model Customization as Service
    EMNLP 2025 ·
    Zhaomin Wu
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  35. Multi-Label Node Classification with Label Influence Propagation
    ICLR 2025 ·
    Yifei Sun
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  36. NodeImport: Imbalanced Node Classification with Node Importance Assessment
    SIGKDD 2025 ·
    Nan Chen
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  37. OpenMLDB: A Real-Time Relational Data Feature Computation System for Online ML
    SIGMOD 2025 ·
    Xuanhe Zhou
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  38. Position: Current Model Licensing Practices are Dragging Us into a Quagmire of Legal Noncompliance
    ICML 2025 ·
    Moming Duan
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  39. RICH: Real-time Identification of negative Cycles for High-efficiency Arbitrage
    VLDB 2025 ·
    Bingqiao Luo
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  40. Revisiting the Design of In-Memory Dynamic Graph Storage
    SIGMOD 2025 ·
    Jixian Su
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  41. ScalaGBM: Memory Efficient GBDT Training for High-Dimensional Data on GPU
    SIGKDD 2025 ·
    Borui Xu
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  42. Towards Unsupervised Open-Set Graph Domain Adaptation via Dual Reprogramming
    NeurIPS 2025 ·
    Zhen Zhang
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  43. Vista: Vector Indexing and Search for Large-Scale Imbalanced Datasets
    ICDE 2025 ·
    Yujian Fu
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  44. Bandwidth Expansion via CXL: A Pathway to Accelerating In-Memory Analytical Processing
    VLDB 2024 ·
    Wentao Huang
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  45. Collaborate to Adapt: Source-Free Graph Domain Adaptation via Bi-directional Adaptation
    WWW 2024 ·
    Zhen Zhang
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  46. Consistency Training with Learnable Data Augmentation for Graph Anomaly Detection with Limited Supervision
    ICLR 2024 ·
    Nan Chen
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  47. CryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading
    EMNLP 2024 ·
    Yuan Li
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  48. EX-Graph: A Pioneering Dataset Bridging Ethereum and X
    ICLR 2024 ·
    Qian Wang
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  49. Effective and Efficient Federated Tree Learning on Hybrid Data
    ICLR 2024 ·
    Qinbin Li
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  50. Enabling Adaptive Sampling for Intra-Window Join: Simultaneously Optimizing Quantity and Quality
    SIGMOD 2024 ·
    Xilin Tang
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  51. Exploiting Label Skews in Federated Learning with Model Concatenation
    AAAI 2024 ·
    Yiqun Diao
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  52. Federated Transformer: Multi-Party Vertical Federated Learning on Practical Fuzzily Linked Data
    NeurIPS 2024 ·
    Zhaomin Wu
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  53. FlowWalker: A Memory-efficient and High-performance GPU-based Dynamic Graph Random Walk Framework
    VLDB 2024 ·
    Junyi Mei
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  54. LLM-PBE: Assessing Data Privacy in Large Language Models
    VLDB 2024 ·
    Qinbin Li
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  55. ModelGo: A Practical Tool for Machine Learning License Analysis
    WWW 2024 ·
    Moming Duan
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  56. Multi-Chain Graphs of Graphs: A New Approach to Analyzing Blockchain Datasets
    NeurIPS 2024 ·
    Bingqiao Luo
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  57. OEBench: Investigating Open Environment Challenges in Real-World Relational Data Streams
    VLDB 2024 ·
    Yiqun Diao
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  58. OFL-W3: A One-shot Federated Learning System on Web 3.0
    VLDB 2024 ·
    Linshan Jiang
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  59. Partitioning Message Passing for Graph Fraud Detection
    ICLR 2024 ·
    Wei Zhuo
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  60. Practical Hybrid Gradient Compression for Federated Learning Systems
    IJCAI 2024 ·
    Sixu Hu
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  61. RUSH: Real-time Burst Subgraph Discovery in Dynamic Graphs
    VLDB 2024 ·
    Yuhang Chen
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  62. Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation
    NeurIPS 2024 ·
    Meihan Liu
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  63. Spade: A Real-Time Fraud Detection Framework
    VLDB 2024 ·
    Jiaxin Jiang
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  64. TaC: An Anti-Caching Key-Value Store on Heterogeneous Memory Architectures
    EDBT 2024 ·
    Yunhong Ji
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  65. VertiBench: Advancing Feature Distribution Diversity in Vertical Federated Learning Benchmarks
    ICLR 2024 ·
    Zhaomin Wu
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  66. uBlade: Efficient Batch Processing for Uncertainty Graph Queries
    SIGMOD 2024 ·
    Siyuan Yao
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