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Toward Understanding Bias Correlations for Mitigation in NLP



Lu Cheng , Suyu Ge , Huan Liu

* 11 pages, 5 figures 

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NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results



Yawei Li , Kai Zhang , Radu Timofte , Luc Van Gool , Fangyuan Kong , Mingxi Li , Songwei Liu , Zongcai Du , Ding Liu , Chenhui Zhou , Jingyi Chen , Qingrui Han , Zheyuan Li , Yingqi Liu , Xiangyu Chen , Haoming Cai , Yu Qiao , Chao Dong , Long Sun , Jinshan Pan , Yi Zhu , Zhikai Zong , Xiaoxiao Liu , Zheng Hui , Tao Yang , Peiran Ren , Xuansong Xie , Xian-Sheng Hua , Yanbo Wang , Xiaozhong Ji , Chuming Lin , Donghao Luo , Ying Tai , Chengjie Wang , Zhizhong Zhang , Yuan Xie , Shen Cheng , Ziwei Luo , Lei Yu , Zhihong Wen , Qi Wu1 , Youwei Li , Haoqiang Fan , Jian Sun , Shuaicheng Liu , Yuanfei Huang , Meiguang Jin , Hua Huang , Jing Liu , Xinjian Zhang , Yan Wang , Lingshun Long , Gen Li , Yuanfan Zhang , Zuowei Cao , Lei Sun , Panaetov Alexander , Yucong Wang , Minjie Cai , Li Wang , Lu Tian , Zheyuan Wang , Hongbing Ma , Jie Liu , Chao Chen , Yidong Cai , Jie Tang , Gangshan Wu , Weiran Wang , Shirui Huang , Honglei Lu , Huan Liu , Keyan Wang , Jun Chen , Shi Chen , Yuchun Miao , Zimo Huang , Lefei Zhang , Mustafa Ayazoğlu , Wei Xiong , Chengyi Xiong , Fei Wang , Hao Li , Ruimian Wen , Zhijing Yang , Wenbin Zou , Weixin Zheng , Tian Ye , Yuncheng Zhang , Xiangzhen Kong , Aditya Arora , Syed Waqas Zamir , Salman Khan , Munawar Hayat , Fahad Shahbaz Khan , Dandan Gaoand Dengwen Zhouand Qian Ning , Jingzhu Tang , Han Huang , Yufei Wang , Zhangheng Peng , Haobo Li , Wenxue Guan , Shenghua Gong , Xin Li , Jun Liu , Wanjun Wang , Dengwen Zhou , Kun Zeng , Hanjiang Lin , Xinyu Chen , Jinsheng Fang

* Validation code of the baseline model is available at https://github.com/ofsoundof/IMDN. Validation of all submitted models is available at https://github.com/ofsoundof/NTIRE2022_ESR 

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Characterizing Multi-Domain False News and Underlying User Effects on Chinese Weibo



Qiang Sheng , Juan Cao , H. Russell Bernard , Kai Shu , Jintao Li , Huan Liu

* 22 pages, 5 figures, and 12 tables. Accepted by Information Processing and Management (IP&M) 

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Causal Disentanglement with Network Information for Debiased Recommendations



Paras Sheth , Ruocheng Guo , Lu Cheng , Huan Liu , K. Selçuk Candan


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A Simple Yet Effective Pretraining Strategy for Graph Few-shot Learning



Zhen Tan , Kaize Ding , Ruocheng Guo , Huan Liu

* 8 pages, 3 figures, 5 tables 

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Text Transformations in Contrastive Self-Supervised Learning: A Review



Amrita Bhattacharjee , Mansooreh Karami , Huan Liu

* under review at IJCAI'22 Survey Track 

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Few-Shot Learning on Graphs: A Survey



Chuxu Zhang , Kaize Ding , Jundong Li , Xiangliang Zhang , Yanfang Ye , Nitesh V. Chawla , Huan Liu


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Deep Graph Learning for Anomalous Citation Detection



Jiaying Liu , Feng Xia , Xu Feng , Jing Ren , Huan Liu


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Physics-Informed Graph Learning: A Survey



Ciyuan Peng , Feng Xia , Vidya Saikrishna , Huan Liu

* 8 pages, 3 figures 

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Structural and Semantic Contrastive Learning for Self-supervised Node Representation Learning



Kaize Ding , Yancheng Wang , Yingzhen Yang , Huan Liu


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