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CarveMix: A Simple Data Augmentation Method for Brain Lesion Segmentation


Aug 17, 2021
Xinru Zhang, Chenghao Liu, Ni Ou, Xiangzhu Zeng, Xiaoliang Xiong, Yizhou Yu, Zhiwen Liu, Chuyang Ye

* accepted by MICCAI 2021 

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Learning Transferrable Parameters for Long-tailed Sequential User Behavior Modeling


Nov 01, 2020
Jianwen Yin, Chenghao Liu, Weiqing Wang, Jianling Sun, Steven C. H. Hoi

* Accepted by KDD2020 

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Decentralized Knowledge Graph Representation Learning


Oct 16, 2020
Lingbing Guo, Weiqing Wang, Zequn Sun, Chenghao Liu, Wei Hu

* submitted to ICLR 2021 

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Bilevel Continual Learning


Jul 30, 2020
Quang Pham, Doyen Sahoo, Chenghao Liu, Steven C. H Hoi


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Adaptive Task Sampling for Meta-Learning


Jul 17, 2020
Chenghao Liu, Zhihao Wang, Doyen Sahoo, Yuan Fang, Kun Zhang, Steven C. H. Hoi

* ECCV2020 

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Graph Prototypical Networks for Few-shot Learning on Attributed Networks


Jun 23, 2020
Kaize Ding, Jianling Wang, Jundong Li, Kai Shu, Chenghao Liu, Huan Liu


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UniConv: A Unified Conversational Neural Architecture for Multi-domain Task-oriented Dialogues


Apr 29, 2020
Hung Le, Doyen Sahoo, Chenghao Liu, Nancy F. Chen, Steven C. H. Hoi


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MCEN: Bridging Cross-Modal Gap between Cooking Recipes and Dish Images with Latent Variable Model


Apr 02, 2020
Han Fu, Rui Wu, Chenghao Liu, Jianling Sun

* Accepted to CVPR 2020 

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Cross-Modal Food Retrieval: Learning a Joint Embedding of Food Images and Recipes with Semantic Consistency and Attention Mechanism


Mar 09, 2020
Hao Wang, Doyen Sahoo, Chenghao Liu, Ke Shu, Palakorn Achananuparp, Ee-peng Lim, Steven C. H. Hoi


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Reference Network for Neural Machine Translation


Aug 23, 2019
Han Fu, Chenghao Liu, Jianling Sun

* 11 pages, 3 figures, accepted by ACL-2019 

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Graph Neural Networks with High-order Feature Interactions


Aug 19, 2019
Kaize Ding, Yichuan Li, Jundong Li, Chenghao Liu, Huan Liu


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Compositional Coding for Collaborative Filtering


May 09, 2019
Chenghao Liu, Tao Lu, Xin Wang, Zhiyong Cheng, Jianling Sun, Steven C. H. Hoi

* SIGIR2019 

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Learning Cross-Modal Embeddings with Adversarial Networks for Cooking Recipes and Food Images


May 03, 2019
Hao Wang, Doyen Sahoo, Chenghao Liu, Ee-peng Lim, Steven C. H. Hoi

* Accepted at CVPR 2019 

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SL$^2$MF: Predicting Synthetic Lethality in Human Cancers via Logistic Matrix Factorization


Oct 20, 2018
Yong Liu, Min Wu, Chenghao Liu, Xiao-Li Li, Jie Zheng


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Malicious URL Detection using Machine Learning: A Survey


Mar 16, 2017
Doyen Sahoo, Chenghao Liu, Steven C. H. Hoi

* 21 pages, 3 figures 

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SOL: A Library for Scalable Online Learning Algorithms


Oct 28, 2016
Yue Wu, Steven C. H. Hoi, Chenghao Liu, Jing Lu, Doyen Sahoo, Nenghai Yu

* 5 pages 

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Online Bayesian Collaborative Topic Regression


May 28, 2016
Chenghao Liu, Tao Jin, Steven C. H. Hoi, Peilin Zhao, Jianling Sun


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