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Chatbots for Mental Health Support: Exploring the Impact of Emohaa on Reducing Mental Distress in China


Sep 21, 2022
Sahand Sabour, Wen Zhang, Xiyao Xiao, Yuwei Zhang, Yinhe Zheng, Jiaxin Wen, Jialu Zhao, Minlie Huang

* Work Under Review 

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Neural-Symbolic Entangled Framework for Complex Query Answering


Sep 19, 2022
Zezhong Xu, Wen Zhang, Peng Ye, Hui Chen, Huajun Chen

* Paper accepted by NeurIPS2022 

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Knowledge Graph Completion with Pre-trained Multimodal Transformer and Twins Negative Sampling


Sep 15, 2022
Yichi Zhang, Wen Zhang

* Accepted by KDD 2022 Undergraduate Consortium 

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Aspect-based Sentiment Classification with Sequential Cross-modal Semantic Graph


Aug 19, 2022
Yufeng Huang, Zhuo Chen, Wen Zhang, Jiaoyan Chen, Jeff Z. Pan, Zhen Yao, Yujie Xie, Huajun Chen

* Work in progress 

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LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection


Jul 26, 2022
Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Yin Fang, Jeff Pan, Ningyu Zhang, Wen Zhang

* 10 pages, 5 figures 

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DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning


Jul 04, 2022
Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Wen Zhang, Yin Fang, Jeff Z. Pan, Wenting Song, Huajun Chen

* Work in progress 

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Disentangled Ontology Embedding for Zero-shot Learning


Jun 08, 2022
Yuxia Geng, Jiaoyan Chen, Wen Zhang, Yajing Xu, Zhuo Chen, Jeff Z. Pan, Yufeng Huang, Feiyu Xiong, Huajun Chen

* Accepted by KDD'22 

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Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting


May 10, 2022
Mingyang Chen, Wen Zhang, Zhen Yao, Xiangnan Chen, Mengxiao Ding, Fei Huang, Huajun Chen

* IJCAI 2022 

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Hierarchical Graph Representation Learning for the Prediction of Drug-Target Binding Affinity


Mar 22, 2022
Zhaoyang Chu, Shichao Liu, Wen Zhang


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PKGM: A Pre-trained Knowledge Graph Model for E-commerce Application


Mar 02, 2022
Wen Zhang, Chi-Man Wong, Ganqinag Ye, Bo Wen, Hongting Zhou, Wei Zhang, Huajun Chen

* This is an extension of work "Billion-scale Pre-trained E-commerce Product Knowledge Graph Model" published at ICDE2021. We test PKGM on two additional tasks, scene detection and sequential recommendation, and add serving with item embeddings as one of the baseline. The extensive experiments show the effectiveness of PKGM, pre-trained knowledge graph model. arXiv admin note: text overlap with arXiv:2105.00388 

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