PPaperPicks

Chenhao Ma

Chinese University of Hong Kong-Shenzhen (CUHK-SZ), School of Data Science, Shenzhen, China

40 papers at tracked venues · 37 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. A Semantics-aware Approach for Graph Edit Distance Estimation over Knowledge Graphs
  2. Corrigendum: Attribute Filtering in Approximate Nearest Neighbor Search: An In-depth Experimental Study: [Experiments & Analysis]
  3. Hitcher: Efficient GPU-based Vector Search via Cluster-Centric Kernel and Hitch-Ride Ordering
  4. Mamba Hawkes Process for Event Sequence Modeling
  5. Revisiting Task-Oriented Dataset Search in the Era of Large Language Models: Challenges, Benchmark, and Solution
  6. Robust Spatial-Temporal Similar Trajectory Search via Structure-Enhanced Domain-Invariant Learning
  7. Scalable Privacy-Preserving Shortest Path Distance Computation via 2-Hop Labeling in MPC
  8. Accelerating Skyline Path Enumeration with a Core Attribute Index on Multi-attribute Graphs
  9. Are Large Language Models Ready for Multi-Turn Tabular Data Analysis?
  10. Attribute Filtering in Approximate Nearest Neighbor Search: An In-depth Experimental Study
  11. CSPO: Cross-Market Synergistic Stock Price Movement Forecasting with Pseudo-volatility Optimization
  12. Efficient Historical Butterfly Counting in Large Temporal Bipartite Networks via Graph Structure-aware Index
  13. Efficient Maintenance of 2-Hop Labeling Index on Dynamic Small-World Graphs
  14. Efficient Structural Clustering Over Hypergraphs
  15. Micro-Act: Mitigate Knowledge Conflict in Question Answering via Actionable Self-Reasoning
  16. MoDiff - Graph Generation with Motif-aware Diffusion Model
  17. ReadGraph: Relational Evolution Enhanced Anomaly Detection in Dynamic Heterogeneous Graph
  18. SHARE: An SLM-based Hierarchical Action CorREction Assistant for Text-to-SQL
  19. STORM: Spatio-Temporal Similar Trajectory Retrieval on Non-Uniform Maritime Data
  20. STREAM: Hierarchical Dynamic Traffic Pattern Inference for Sparse Trajectory Recovery
  21. SWE-SQL: Illuminating LLM Pathways to Solve User SQL Issues in Real-World Applications
  22. Scalable Approximate Biclique Counting over Large Bipartite Graphs
  23. SemExplorer: A User Interface for Semantic Approach to Customized Dataset Search
  24. TRACE: Intra-visit Clinical Event Nowcasting via Effective Patient Trajectory Encoding
  25. TempASD: Temporal Anomalous Subgraph Discovery in Large-Scale Dynamic Financial Networks
  26. UTCS: Effective Unsupervised Temporal Community Search with Pre-training of Temporal Dynamics and Subgraph Knowledge
  27. UnG-MoCha: Neural Motif Counting in Uncertain Graphs
  28. A Counting-based Approach for Efficient k-Clique Densest Subgraph Discovery
  29. A Similarity-based Approach for Efficient Large Quasi-clique Detection
  30. Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation
  31. Distributed Shortest Distance Labeling on Large-Scale Graphs
  32. Effective Job-market Mobility Prediction with Attentive Heterogeneous Knowledge Learning and Synergy
  33. Efficient Core Decomposition Over Large Heterogeneous Information Networks
  34. Efficient Distributed Hop-Constrained Path Enumeration on Large-Scale Graphs
  35. Efficient Maximal Motif-Clique Enumeration over Large Heterogeneous Information Networks
  36. In-depth Analysis of Densest Subgraph Discovery in a Unified Framework
  37. Influential Exemplar Replay for Incremental Learning in Recommender Systems
  38. On Efficient Large Sparse Matrix Chain Multiplication
  39. Reproducibility Report for ACM SIGMOD 2024 Paper: 'Temporal JSON Keyword Search'
    SIGMOD 2024 · Chenhao Ma
  40. Scalable Algorithm for Finding Balanced Subgraphs with Tolerance in Signed Networks