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Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning



Xiaolei Wang , Kun Zhou , Ji-Rong Wen , Wayne Xin Zhao

* Accepted by KDD 2022. Code: https://github.com/RUCAIBox/UniCRS 

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JiuZhang: A Chinese Pre-trained Language Model for Mathematical Problem Understanding



Wayne Xin Zhao , Kun Zhou , Zheng Gong , Beichen Zhang , Yuanhang Zhou , Jing Sha , Zhigang Chen , Shijin Wang , Cong Liu , Ji-Rong Wen

* 11 pages, Accepted by KDD 2022 

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NeuralHDHair: Automatic High-fidelity Hair Modeling from a Single Image Using Implicit Neural Representations



Keyu Wu , Yifan Ye , Lingchen Yang , Hongbo Fu , Kun Zhou , Youyi Zheng

* Accepted by IEEE CVPR 2022 

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Predicting Loose-Fitting Garment Deformations Using Bone-Driven Motion Networks



Xiaoyu Pan , Jiaming Mai , Xinwei Jiang , Dongxue Tang , Jingxiang Li , Tianjia Shao , Kun Zhou , Xiaogang Jin , Dinesh Manocha

* SIGGRAPH 22 Conference Paper 

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Great Truths are Always Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models



Jinhao Jiang , Kun Zhou , Wayne Xin Zhao , Ji-Rong Wen

* 12 pages, NAACL-Findings-2022 

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Debiased Contrastive Learning of Unsupervised Sentence Representations



Kun Zhou , Beichen Zhang , Wayne Xin Zhao , Ji-Rong Wen

* 11 pages, accepted by ACL 2022 main conference 

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NeuralReshaper: Single-image Human-body Retouching with Deep Neural Networks



Beijia Chen , Hongbo Fu , Xiang Chen , Kun Zhou , Youyi Zheng


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MAT: Mask-Aware Transformer for Large Hole Image Inpainting



Wenbo Li , Zhe Lin , Kun Zhou , Lu Qi , Yi Wang , Jiaya Jia

* Accepted to CVPR2022 Oral 

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Efficient Reflectance Capture with a Deep Gated Mixture-of-Experts



Xiaohe Ma , Yaxin Yu , Hongzhi Wu , Kun Zhou


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Exploring Motion Ambiguity and Alignment for High-Quality Video Frame Interpolation



Kun Zhou , Wenbo Li , Xiaoguang Han , Jiangbo Lu

* 14 pages. 15 figures, 12 tables 

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