230 citations
- Zhejiang UniversityCN18 papers
- Nanyang Technological UniversitySG5 papers
- Zhejiang University of Science and TechnologyCN5 papers
- University of Illinois Urbana-ChampaignUS4 papers
- Massachusetts Institute of TechnologyUS3 papers
- State Key Laboratory of Modern Optical InstrumentsCN3 papers
- University of MinnesotaUS3 papers
- Shanxi Science and Technology DepartmentCN2 papers
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- Shenzhen UniversityCN2 papers
- Technion – Israel Institute of TechnologyIL2 papers
- Zhejiang University of TechnologyCN2 papers
31 papers
TEAMMix: Taxonomy Enrichment Augmentation and Minority-augmented Mixing Strategy for LLM-enhanced Weak-Supervised Hierarchical Text Classification
Jian Zhang, Zhuohao Yang, Songlin Lei +6
Hierarchical Text Classification (HTC), as a critical text mining task, faces challenges such as complex label hierarchies and class imbalance. Existing methods based on large lang…
Self-Knowledge Retrieval Augmented Generation Framework for Patent Matching
Jian Zhang, Songlin Lei, Zhuohao Yang +6
Patent retrieval and matching based on large language models (LLMs) play a vital role in intellectual property protection. However, due to the complex structure of patent documents…
Correlated-Sequence Differential Privacy
Yifan Luo, Meng Zhang, Jin Xu +2
Data streams collected from multiple sources are rarely independent. Values evolve over time and influence one another across sequences. These correlations improve prediction in he…
UniSVG: A Unified Dataset for Vector Graphic Understanding and Generation with Multimodal Large Language Models
Jinke Li, Jiarui Yu, Chenxing Wei +5
Unlike bitmap images, scalable vector graphics (SVG) maintain quality when scaled, frequently employed in computer vision and artistic design in the representation of SVG code. In…
Probing orbital magnetism of a kagome metal CsV3Sb5 by a tuning fork resonator
Hengrui Gui, Lin Yang, Xiaoyu Wang +13
The recently discovered kagome metal CsVSb exhibits a complex phase diagram that encompasses frustrated magnetism, topological charge density wave (CDW), and superconductiv…
MoGERNN: An Inductive Traffic Predictor for Unobserved Locations
Qishen Zhou, Yifan Zhang, Michail A. Makridis +3
Given a partially observed road network, how can we predict the traffic state of interested unobserved locations? Traffic prediction is crucial for advanced traffic management syst…