Search Results for author: Zikai Yin

Found 3 papers, 1 papers with code

DynLLM: When Large Language Models Meet Dynamic Graph Recommendation

no code implementations13 May 2024 Ziwei Zhao, Fake Lin, Xi Zhu, Zhi Zheng, Tong Xu, Shitian Shen, Xueying Li, Zikai Yin, Enhong Chen

To bridge this gap, in this paper, we propose a novel framework, called DynLLM, to deal with the dynamic graph recommendation task with LLMs.

Graph Embedding Recommendation Systems

Faithful Abstractive Summarization via Fact-aware Consistency-constrained Transformer

1 code implementation CIKM 2022 Yuanjie Lyu, Chen Zhu, Tong Xu, Zikai Yin, Enhong Chen

To deal with this challenge, in this paper, we propose a novel fact-aware abstractive summarization model, named Entity-Relation Pointer Generator Network (ERPGN).

Abstractive Text Summarization Text Generation

A Machine Learning-enhanced Robust P-Phase Picker for Real-time Seismic Monitoring

no code implementations21 Nov 2019 Dazhong Shen, Qi Zhang, Tong Xu, HengShu Zhu, Wenjia Zhao, Zikai Yin, Peilun Zhou, Lihua Fang, Enhong Chen, Hui Xiong

To this end, in this paper, we present a machine learning-enhanced framework based on ensemble learning strategy, EL-Picker, for the automatic identification of seismic P-phase arrivals on continuous and massive waveforms.

BIG-bench Machine Learning Ensemble Learning

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