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DeepStruct: Pretraining of Language Models for Structure Prediction



Chenguang Wang , Xiao Liu , Zui Chen , Haoyun Hong , Jie Tang , Dawn Song

* ACL 2022 

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Protecting Intellectual Property of Language Generation APIs with Lexical Watermark



Xuanli He , Qiongkai Xu , Lingjuan Lyu , Fangzhao Wu , Chenguang Wang

* accepted to AAAI2022 

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A Game-Theoretic Approach for Improving Generalization Ability of TSP Solvers



Chenguang Wang , Yaodong Yang , Oliver Slumbers , Congying Han , Tiande Guo , Haifeng Zhang , Jun Wang


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Generating Multivariate Load States Using a Conditional Variational Autoencoder



Chenguang Wang , Ensieh Sharifnia , Zhi Gao , Simon H. Tindemans , Peter Palensky

* 7 pages, 5 figures, 1 table 

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Zero-Shot Information Extraction as a Unified Text-to-Triple Translation



Chenguang Wang , Xiao Liu , Zui Chen , Haoyun Hong , Jie Tang , Dawn Song

* EMNLP 2021; 14 pages, 5 figures, 9 tables 

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Graph Representation Learning by Ensemble Aggregating Subgraphs via Mutual Information Maximization



Chenguang Wang , Ziwen Liu


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Language Models are Open Knowledge Graphs



Chenguang Wang , Xiao Liu , Dawn Song

* 30 pages, 32 figures, 3 tables 

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Transformer on a Diet



Chenguang Wang , Zihao Ye , Aston Zhang , Zheng Zhang , Alexander J. Smola

* 6 pages, 2 tables, 1 figure 

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Meta-Path Constrained Random Walk Inference for Large-Scale Heterogeneous Information Networks



Chenguang Wang

* 9 pages, 3 figures, 3 tables 

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PoD: Positional Dependency-Based Word Embedding for Aspect Term Extraction



Yichun Yin , Chenguang Wang , Ming Zhang

* 6 pages, 1 figure, 3 tables 

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