GeneticPrism · Hierarchical graph layout and scholarly evolution visualization
2023.09–2024.08 · TVCG 2025, CCF-A · First author · Published
- Project Description: Addresses the joint representation of within-topic citations and cross-topic influence in multi-topic scholarly evolution by proposing a hierarchical graph representation and IFHL layout.
eXpath · Explainable knowledge graph reasoning framework
2024.01–2025.01 · VLDB 2025, CCF-A · First author · Published
- Project Description: Addresses the black-box nature of embedding-model decisions by independently proposing an explanation framework that combines ontological closed-path rules and relational-path evidence.
RuleDep · Dependency-aware rule aggregation
2025.08–2026.06 · ICDE 2027, CCF-A · First author · Accepted
- Project Description: Leads the design of sparse second-order corrections and a two-stage training framework to model complementarity and redundancy in rule aggregation.
INSPIRE · Expressive Piano Performance Generation
2026.04–2026.06 · AAAI 2027, CCF-A · First author · Under review
- Project Description: Builds a note-level structured performance-generation framework that generates expressive performances from discrete symbols through relative-timing modeling and continuous distribution prediction.
CueIR · Long-term agent memory
2026.08–Present · Ongoing research
- Project Description: Studies traceable memory organization and retrieval. Memory-graph construction and agent tools are operational, with evaluation on the LoCoMo and MemoryAgentBench datasets.