研究进展
- [2026 APWeb-WAIM] Graph-Augmented Knowledge Infusion for Dialogue-Based Medication Recommendation
- [2026 IJCAI] RareDASH: A Dynamic Multi-Agent System for Holistic Rare Disease Care
- [2026 ACL] Detecting Hallucinations in Retrieval-Augmented Generation via Semantic-level Internal Reasoning Graph
- [2026 ACL] Does Memory Need Graphs? A Unified Framework and Empirical Analysis for Long-Term Dialog Memory
- [2026 VLDB] CEMR: An Effective Subgraph Matching Algorithm with Redundant Extension Elimination
- [2026 Nature Health] A community-codesigned LLM-powered chatbot for primary care: a randomized controlled trial
- [2026 SIGMOD] MAVIS: Materialized View for Subgraph Matching
- [2026 SIGMOD] NeuSO: Neural Optimizer for Subgraph Queries
- [2025 GraphChallenge] BUG: Balanced DFS-Based Subgraph Matching with a Reuse Strategy on GPUs
- [2025 IJCAI] MedDiT: A Knowledge-Controlled Diffusion Transformer Framework for Dynamic Medical Image Generation in Virtual Simulated Patient
- [2025 ICDE] Efficient Execution of SPARQL Queries with OPTIONAL and UNION Expressions
- [2025 WWWJ] DySpec: Faster speculative decoding with dynamic token tree structure
- [2025 DASFAA] ShareDP: Finding k Disjoint Paths for Multiple Vertex Pairs
- [2025 SIGMOD] AJOSC: Adaptive Join Order Selection for Continuous Queries
- [2025 VLDBJ] A graph pattern mining framework for large graphs on GPU
- [2025 VLDBJ] Accelerating Triangle Enumeration on FPGA-CPU Heterogeneous Platforms
- [2024 VLDB] LM-SRPQ: Efficiently Answering Regular Path Query in Streaming Graphs
- [2024 SIGMOD] Materialized View Selection & View-Based Query Planning for Regular Path Queries
- [2024 ICLR] Rethinking and Extending the Probabilistic Inference Capacity of GNNs
- [2023 EMNLP] LLMaAA: Making Large Language Models as Active Annotators