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Economics of Semantic Communication System in Wireless Powered Internet of Things


Oct 04, 2021
Zi Qin Liew, Yanyu Cheng, Wei Yang Bryan Lim, Dusit Niyato, Chunyan Miao, Sumei Sun


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Learning Structural Representations for Recipe Generation and Food Retrieval


Oct 04, 2021
Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao

* arXiv admin note: substantial text overlap with arXiv:2009.00944 

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Geometry-Entangled Visual Semantic Transformer for Image Captioning


Sep 29, 2021
Ling Cheng, Wei Wei, Feida Zhu, Yong Liu, Chunyan Miao


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A Survey on Reinforcement Learning for Recommender Systems


Sep 22, 2021
Yuanguo Lin, Yong Liu, Fan Lin, Pengcheng Wu, Wenhua Zeng, Chunyan Miao

* 25 pages, 4 figures 

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MELM: Data Augmentation with Masked Entity Language Modeling for Cross-lingual NER


Aug 31, 2021
Ran Zhou, Ruidan He, Xin Li, Lidong Bing, Erik Cambria, Luo Si, Chunyan Miao


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Cross-Modal Graph with Meta Concepts for Video Captioning


Aug 14, 2021
Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao


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A Contract Theory based Incentive Mechanism for Federated Learning


Aug 12, 2021
Mengmeng Tian, Yuxin Chen, Yuan Liu, Zehui Xiong, Cyril Leung, Chunyan Miao

* 7 pages, 2 figures, International Workshop on Federated and Transfer Learning for Data Sparsity and Confidentiality in Conjunction with IJCAI 2021 (FTL-IJCAI'21), Best Student Paper Award 

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Noise-Resistant Deep Metric Learning with Probabilistic Instance Filtering


Aug 03, 2021
Chang Liu, Han Yu, Boyang Li, Zhiqi Shen, Zhanning Gao, Peiran Ren, Xuansong Xie, Lizhen Cui, Chunyan Miao

* Submitted to TPAMI. arXiv admin note: substantial text overlap with arXiv:2103.16047 

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Cycle-Consistent Inverse GAN for Text-to-Image Synthesis


Aug 03, 2021
Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao

* Accepted at ACM MM 2021 

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WaveFill: A Wavelet-based Generation Network for Image Inpainting


Jul 23, 2021
Yingchen Yu, Fangneng Zhan, Shijian Lu, Jianxiong Pan, Feiying Ma, Xuansong Xie, Chunyan Miao

* 10 pages, 7 figures 

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SelfCF: A Simple Framework for Self-supervised Collaborative Filtering


Jul 07, 2021
Xin Zhou, Aixin Sun, Yong Liu, Jie Zhang, Chunyan Miao


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Unbalanced Feature Transport for Exemplar-based Image Translation


Jun 19, 2021
Fangneng Zhan, Yingchen Yu, Kaiwen Cui, Gongjie Zhang, Shijian Lu, Jianxiong Pan, Changgong Zhang, Feiying Ma, Xuansong Xie, Chunyan Miao

* Accepted to CVPR 2021 

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Initialization Matters: Regularizing Manifold-informed Initialization for Neural Recommendation Systems


Jun 09, 2021
Yinan Zhang, Boyang Li, Yong Liu, Hao Wang, Chunyan Miao


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KECRS: Towards Knowledge-Enriched Conversational Recommendation System


May 18, 2021
Tong Zhang, Yong Liu, Peixiang Zhong, Chen Zhang, Hao Wang, Chunyan Miao


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Diverse Image Inpainting with Bidirectional and Autoregressive Transformers


Apr 30, 2021
Yingchen Yu, Fangneng Zhan, Rongliang Wu, Jianxiong Pan, Kaiwen Cui, Shijian Lu, Feiying Ma, Xuansong Xie, Chunyan Miao

* Major revison needed 

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Understanding Chinese Video and Language via Contrastive Multimodal Pre-Training


Apr 19, 2021
Chenyi Lei, Shixian Luo, Yong Liu, Wanggui He, Jiamang Wang, Guoxin Wang, Haihong Tang, Chunyan Miao, Houqiang Li


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Latent-Optimized Adversarial Neural Transfer for Sarcasm Detection


Apr 19, 2021
Xu Guo, Boyang Li, Han Yu, Chunyan Miao

* 14 pages, 5 figures, NAACL conference 

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Noise-resistant Deep Metric Learning with Ranking-based Instance Selection


Apr 12, 2021
Chang Liu, Han Yu, Boyang Li, Zhiqi Shen, Zhanning Gao, Peiran Ren, Xuansong Xie, Lizhen Cui, Chunyan Miao

* Accepted by CVPR 2021 

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Distilling Causal Effect of Data in Class-Incremental Learning


Mar 08, 2021
Xinting Hu, Kaihua Tang, Chunyan Miao, Xian-Sheng Hua, Hanwang Zhang


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HYDRA: Hypergradient Data Relevance Analysis for Interpreting Deep Neural Networks


Mar 01, 2021
Yuanyuan Chen, Boyang Li, Han Yu, Pengcheng Wu, Chunyan Miao


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Keyword-Guided Neural Conversational Model


Dec 27, 2020
Peixiang Zhong, Yong Liu, Hao Wang, Chunyan Miao

* AAAI-2021 

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Brain-inspired Search Engine Assistant based on Knowledge Graph


Dec 25, 2020
Xuejiao Zhao, Huanhuan Chen, Zhenchang Xing, Chunyan Miao

* 12 pages 

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A Hybrid Bandit Framework for Diversified Recommendation


Dec 24, 2020
Qinxu Ding, Yong Liu, Chunyan Miao, Fei Cheng, Haihong Tang

* Accepted by AAAI 2021 

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CARE: Commonsense-Aware Emotional Response Generation with Latent Concepts


Dec 15, 2020
Peixiang Zhong, Di Wang, Pengfei Li, Chen Zhang, Hao Wang, Chunyan Miao

* AAAI-2021 

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