KDD 2024 Workshop OAG-Challenge Cup Submissions

The Solution of WhoIsWho-IND-KDD-2024
Zhe Zhang, Weili Guo, Qing-Yuan Jiang
- 29 Jul 2024 (modified: 20 Sept 2024)
- KDD 2024 Workshop OAGChallenge Cup Submission
- Readers: Everyone
The Solution for The AQA-KDD-2024 OAG-Challenge
Zhe Zhang, Weili Guo, Yizhe Zhang
- 24 Jul 2024 (modified: 24 Jul 2024)
- KDD 2024 Workshop OAGChallenge Cup Submission
- Readers: Everyone
Leveraging Diverse Text Embeddings and Mediums for Incorrect Assignment Detection
Lingrui Zhang
- 21 Jul 2024 (modified: 21 Jul 2024)
- KDD 2024 Workshop OAGChallenge Cup Submission
- Readers: Everyone
3rd Place Solution to KDD Cup 2024 Task 2: Large Academic Graph Retrieval via Multi-Track Message Passing Neural Network
Yu Li, Taile Chen, Jingxin Hai, Hongbin Pei, Yixuan Zhou, Yong Fu, Tieying Zhang, Jing Tao
- 21 Jul 2024 (modified: 15 Aug 2024)
- KDD 2024 Workshop OAGChallenge Cup Submission
- Readers: Everyone
Advancing Academic Knowledge Retrieval via LLM-enhanced Representation Similarity Fusion: The 2nd Place of KDD Cup 2024 OAG-Challenge AQA
Wei Dai, Peng Fu, Chunjing Gan
- 21 Jul 2024 (modified: 15 Aug 2024)
- KDD 2024 Workshop OAGChallenge Cup Submission
- Readers: Everyone
Author Name Disabiguation using Markov Chain Monte Carlo
Dhruv Singh Chandel, Zeyd Boukhers, Sulayman K Sowe
- 20 Jul 2024 (modified: 21 Jul 2024)
- KDD 2024 Workshop OAGChallenge Cup Submission
- Readers: Everyone
DIEq: Dynamic Identity Equilibrium for Author Disambiguation in KDD Cup 2024 WhoIsWho-IND Challenge
Zhixiang Lu, Hansheng Zeng, Yuqi Li
- 20 Jul 2024 (modified: 15 Aug 2024)
- KDD 2024 Workshop OAGChallenge Cup Submission
- Readers: Everyone
LLM-Powered Ensemble Learning for Paper Source Tracing: A GPU-Free Approach
Kunlong Chen, Junjun Wang, Zhaoqun Chen, Kunjin Chen, Yitian Chen
- 20 Jul 2024 (modified: 15 Aug 2024)
- KDD 2024 Workshop OAGChallenge Cup Submission
- Readers: Everyone
A Multi-Channel Retriever for Effective Academic Question Answering
Fuxin Jiang, Quanying Lu
- 20 Jul 2024 (modified: 15 Aug 2024)
- KDD 2024 Workshop OAGChallenge Cup Submission
- Readers: Everyone
In-Context Language Modelling For Paper Source Tracing
YunGui Zhuang
- 19 Jul 2024 (modified: 21 Jul 2024)
- KDD 2024 Workshop OAGChallenge Cup Submission
- Readers: Everyone
Important Text Features For Paper Source Tracing
Guolin Xu
- 19 Jul 2024 (modified: 13 Aug 2024)
- KDD 2024 Workshop OAGChallenge Cup Submission
- Readers: Everyone
Text-Driven Neural Collaborative Filtering Model for Paper Source Tracing
Aobo Xu, Bingyu Chang, Qingpeng Liu, Ling Jian
- 19 Jul 2024 (modified: 14 Aug 2024)
- KDD 2024 Workshop OAGChallenge Cup Submission
- Readers: Everyone
Enhancing Author Name Disambiguation: Combine Large Language Models and Machine Learning
GuiBin Lai, Lingze Xie
- 19 Jul 2024 (modified: 15 Aug 2024)
- KDD 2024 Workshop OAGChallenge Cup Submission
- Readers: Everyone
Synergizing Large Language Models and Tree-based Algorithms for Author Name Disambiguation
Qiang Yan, AsirAsir
- 19 Jul 2024 (modified: 15 Aug 2024)
- KDD 2024 Workshop OAGChallenge Cup Submission
- Readers: Everyone
Leveraging Hybrid Embeddings and Data Augmentation for Identifying Significant References
Kenji Shinoda
- 19 Jul 2024 (modified: 16 Aug 2024)
- KDD 2024 Workshop OAGChallenge Cup Submission
- Readers: Everyone
Machine Learning methods for Author Name Disambiguation
Weiliang Ji
- 18 Jul 2024 (modified: 11 Aug 2024)
- KDD 2024 Workshop OAGChallenge Cup Submission
- Readers: Everyone
Efficient Training and Stacking Methods with BERTs-LightGBM for Paper Source Tracing
Xinlong Huang, Qinglun Wang, Guibin Wang
- 18 Jul 2024 (modified: 15 Aug 2024)
- KDD 2024 Workshop OAGChallenge Cup Submission
- Readers: Everyone
Eponymous Author Disambiguation Method Based on Multi-scale and Clustering Properties in Graph Neural Networks
Fang yuan, DengHao, Yangxiangwu
- 18 Jul 2024 (modified: 07 Aug 2024)
- KDD 2024 Workshop OAGChallenge Cup Submission
- Readers: Everyone
Query-Paper Retrieval via Concatenative Embedding and Cosine Ranking with Linq-Embed-Mistral
Tang Yongwei
- 18 Jul 2024 (modified: 03 Aug 2024)
- KDD 2024 Workshop OAGChallenge Cup Submission
- Readers: Everyone
Design of an Anomaly Detection Model Utilizing Semantic and Relational Features of Papers Assigned to Authors
Kenichiro Miyaki, Sho Maeoki, Meisaku Suzuki
- 18 Jul 2024 (modified: 15 Aug 2024)
- KDD 2024 Workshop OAGChallenge Cup Submission
- Readers: Everyone
An Ensemble Model with Multi-Scale Features for Incorrect Assignment Detection
Ming Shen
- 16 Jul 2024 (modified: 21 Jul 2024)
- KDD 2024 Workshop OAGChallenge Cup Submission
- Readers: Everyone
Solution Report for the KDD 2024 OAG-Challenge: Academic Question Answering Task
Jintang Li, Xinzhou Jin, Wangbin Sun
- 15 Jul 2024 (modified: 21 Jul 2024)
- KDD 2024 Workshop OAGChallenge Cup Submission
- Readers: Everyone
Grafting Learning Is All You Need
Haoru Chen, Xiaocheng Zhang, Yang Zhou, Mengjiao Bao, Peng Yan
- 15 Jul 2024 (modified: 15 Aug 2024)
- KDD 2024 Workshop OAGChallenge Cup Submission
- Readers: Everyone
Enhancing Name Disambiguation via Iterative Self-Refining with LLMs
Xiaocheng Zhang, Yang Zhou, Haoru Chen, Mengjiao Bao, Peng Yan
- 15 Jul 2024 (modified: 15 Aug 2024)
- KDD 2024 Workshop OAGChallenge Cup Submission
- Readers: Everyone
LLM-Based Iterative Hard Example Mining with Boosting for Academic Question Answering
Yang Zhou, Haoru Chen, Xiaocheng Zhang, Mengjiao Bao, Peng Yan
- 15 Jul 2024 (modified: 21 Jul 2024)
- KDD 2024 Workshop OAGChallenge Cup Submission
- Readers: Everyone