Search Results for author: Kun Cao

Found 5 papers, 1 papers with code

PST-Bench: Tracing and Benchmarking the Source of Publications

1 code implementation25 Feb 2024 Fanjin Zhang, Kun Cao, Yukuo Cen, Jifan Yu, Da Yin, Jie Tang

Tracing the source of research papers is a fundamental yet challenging task for researchers.

Benchmarking

OAG-Bench: A Human-Curated Benchmark for Academic Graph Mining

no code implementations24 Feb 2024 Fanjin Zhang, Shijie Shi, Yifan Zhu, Bo Chen, Yukuo Cen, Jifan Yu, Yelin Chen, Lulu Wang, Qingfei Zhao, Yuqing Cheng, Tianyi Han, Yuwei An, Dan Zhang, Weng Lam Tam, Kun Cao, Yunhe Pang, Xinyu Guan, Huihui Yuan, Jian Song, Xiaoyan Li, Yuxiao Dong, Jie Tang

We envisage that OAG-Bench can serve as a common ground for the community to evaluate and compare algorithms in academic graph mining, thereby accelerating algorithm development and advancement in this field.

Graph Mining

Towards End-to-End GPS Localization with Neural Pseudorange Correction

no code implementations19 Jan 2024 Xu Weng, KV Ling, Haochen Liu, Kun Cao

Pseudorange errors are the root cause of localization inaccuracy in GPS.

Unsupervised Class-Incremental Learning Through Confusion

no code implementations9 Apr 2021 Shivam Khare, Kun Cao, James Rehg

While many works on Continual Learning have shown promising results for mitigating catastrophic forgetting, they have relied on supervised training.

Class Incremental Learning Image Classification +3

Unsupervised Construction of Knowledge Graphs From Text and Code

no code implementations25 Aug 2019 Kun Cao, James Fairbanks

We take advantage of this specificity by presenting a novel process for joint clustering text concepts that combines word-embeddings, nonlinear dimensionality reduction, and clustering techniques to assist in understanding, organizing, and comparing software in the open science ecosystem.

Clustering Dimensionality Reduction +3

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