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Multimodal Entity Tagging with Multimodal Knowledge Base


Dec 21, 2021
Hao Peng, Hang Li, Lei Hou, Juanzi Li, Chao Qiao

* 11 pages, 4 figures 

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Graph Structure Learning with Variational Information Bottleneck


Dec 16, 2021
Qingyun Sun, Jianxin Li, Hao Peng, Jia Wu, Xingcheng Fu, Cheng Ji, Philip S. Yu

* Accepted by AAAI 2022, Preprint version with Appendix 

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A Self-supervised Mixed-curvature Graph Neural Network


Dec 10, 2021
Li Sun, Zhongbao Zhang, Junda Ye, Hao Peng, Jiawei Zhang, Sen Su, Philip S. Yu

* Accepted by AAAI 2022, 11 pages 

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Pre-training Recommender Systems via Reinforced Attentive Multi-relational Graph Neural Network


Nov 28, 2021
Xiaohan Li, Zhiwei Liu, Stephen Guo, Zheng Liu, Hao Peng, Philip S. Yu, Kannan Achan


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Structure-Preserving Graph Kernel for Brain Network Classification


Nov 21, 2021
Zhaomin Kong, Aditya Kendre, Jun Yu, Hao Peng, Carl Yang, Lichao Sun, Alex Leow, Lifang He


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Federated Social Recommendation with Graph Neural Network


Nov 21, 2021
Zhiwei Liu, Liangwei Yang, Ziwei Fan, Hao Peng, Philip S. Yu

* Accepted to ACM TIST 

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Towards Graph Self-Supervised Learning with Contrastive Adjusted Zooming


Nov 20, 2021
Yizhen Zheng, Ming Jin, Shirui Pan, Yuan-Fang Li, Hao Peng, Ming Li, Zhao Li


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ACE-HGNN: Adaptive Curvature Exploration Hyperbolic Graph Neural Network


Oct 15, 2021
Xingcheng Fu, Jianxin Li, Jia Wu, Qingyun Sun, Cheng Ji, Senzhang Wang, Jiajun Tan, Hao Peng, Philip S. Yu


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3D Object Detection Combining Semantic and Geometric Features from Point Clouds


Oct 10, 2021
Hao Peng, Guofeng Tong, Zheng Li, Yaqi Wang, Yuyuan Shao


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ABC: Attention with Bounded-memory Control


Oct 06, 2021
Hao Peng, Jungo Kasai, Nikolaos Pappas, Dani Yogatama, Zhaofeng Wu, Lingpeng Kong, Roy Schwartz, Noah A. Smith


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TravelBERT: Pre-training Language Model Incorporating Domain-specific Heterogeneous Knowledge into A Unified Representation


Sep 05, 2021
Hongyin Zhu, Hao Peng, Zhiheng Lyu, Lei Hou, Juanzi Li, Jinghui Xiao


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Event Extraction by Associating Event Types and Argument Roles


Aug 23, 2021
Qian Li, Shu Guo, Jia Wu, Jianxin Li, Jiawei Sheng, Lihong Wang, Xiaohan Dong, Hao Peng


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Transferring Knowledge Distillation for Multilingual Social Event Detection


Aug 10, 2021
Jiaqian Ren, Hao Peng, Lei Jiang, Jia Wu, Yongxin Tong, Lihong Wang, Xu Bai, Bo Wang, Qiang Yang


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Multiplex Graph Networks for Multimodal Brain Network Analysis


Jul 31, 2021
Zhaoming Kong, Lichao Sun, Hao Peng, Liang Zhan, Yong Chen, Lifang He


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Deep Learning Schema-based Event Extraction: Literature Review and Current Trends


Jul 22, 2021
Qian Li, Hao Peng, Jianxin Li, Yiming Hei, Rui Sun, Jiawei Sheng, Shu Guo, Lihong Wang, Philip S. Yu


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Tailor: Generating and Perturbing Text with Semantic Controls


Jul 15, 2021
Alexis Ross, Tongshuang Wu, Hao Peng, Matthew E. Peters, Matt Gardner


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Spatiotemporal convolutional network for time-series prediction and causal inference


Jul 03, 2021
Hao Peng, Pei Chen, Rui Liu, Luonan Chen

* 23 pages, 6 figures 

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Reinforcement Learning-based Dialogue Guided Event Extraction to Exploit Argument Relations


Jun 23, 2021
Qian Li, Hao Peng, Jianxin Li, Yuanxing Ning, Lihong Wang, Philip S. Yu, Zheng Wang


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Attend and Select: A Segment Attention based Selection Mechanism for Microblog Hashtag Generation


Jun 06, 2021
Qianren Mao, Xi Li, Hao Peng, Bang Liu, Shu Guo, Jianxin Li, Lihong Wang, Philip S. Yu


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Automated Timeline Length Selection for Flexible Timeline Summarization


May 29, 2021
Xi Li, Qianren Mao, Hao Peng, Hongdong Zhu, Jianxin Li, Zheng Wang


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Noised Consistency Training for Text Summarization


May 28, 2021
Junnan Liu, Qianren Mao, Bang Liu, Hao Peng, Hongdong Zhu, Jianxin Li


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Graph Entropy Guided Node Embedding Dimension Selection for Graph Neural Networks


May 24, 2021
Gongxu Luo, Jianxin Li, Hao Peng, Carl Yang, Lichao Sun, Philip S. Yu, Lifang He

* Accept by IJCAI 2021 

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A Robust and Generalized Framework for Adversarial Graph Embedding


May 22, 2021
Jianxin Li, Xingcheng Fu, Hao Peng, Senzhang Wang, Shijie Zhu, Qingyun Sun, Philip S. Yu, Lifang He


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Federated Knowledge Graphs Embedding


May 17, 2021
Hao Peng, Haoran Li, Yangqiu Song, Vincent Zheng, Jianxin Li


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Federated Multi-View Learning for Private Medical Data Integration and Analysis


May 04, 2021
Sicong Che, Hao Peng, Lichao Sun, Yong Chen, Lifang He

* 22 pages, 6 figures, journal 

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