Publications

(2022). Evaluating Self-Supervised Learning for Molecular Graph Embeddings. In arXiv.

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(2022). Augmenting Message Passing by Retrieving Similar Graphs. In arXiv.

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(2022). Relational Memory Augmented Language Models. In TACL.

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(2022). Investigating Pose Representations and Motion Contexts Modeling for 3D Motion Prediction. In PAMI.

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(2021). Causal Effect Inference for Structured Treatments. In NeurIPS.

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(2021). Unsupervised Point Cloud Pre-Training via View-Point Occlusion Completion. In ICCV.

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(2021). Pretraining the Noisy Channel Model for Task-Oriented Dialogue. In TACL.

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(2021). Counterfactual Data Augmentation for Neural Machine Translation. In NAACL.

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(2021). Fast and Scalable Dialogue State Tracking with Explicit Modular Decomposition. In NAACL.

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(2020). A Survey on Contextual Embeddings. In arXiv.

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(2020). Smart Contract Vulnerability Detection using Graph Neural Network. In IJCAI.

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(2020). Multi-Task Self-Supervised Learning for Disfluency Detection. In AAAI.

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(2019). Hyperbolic Graph Neural Networks. In NeurIPS.

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(2019). Quaternion Knowledge Graph Embedding. In NeurIPS.

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(2019). Insertion-based Decoding with Automatically Inferred Generation Order. In TACL.

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(2019). Towards Natural and Accurate Future Motion Prediction of Humans and Animals. In CVPR.

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(2018). Constrained Graph Variational Autoencoders for Molecule Design. In NeurIPS.

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(2018). Sentence-State LSTM for Text Representation. In ACL.

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(2018). Mining Evidences for Concept Stock Recommendation. In NAACL.

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(2018). Multi-modal Multi-task Learning for Automatic Dietary Assessment. In AAAI.

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(2017). QALink: Enrich Text Documents with Relevant Q&A Site Contents. In CIKM.

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(2017). EtherQL: A Query Layer for Blockchain. In DASFAA.

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(2017). Towards Personalized Activity Level Prediction in Community Question Answering Websites. In TOMM.

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(2017). Behavior Pattern Clustering in Blockchain Networks. In MTAP.

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(2016). Fusion of Magnetic and Visual Sensors for Indoor Localization: Infrastructure-free and More Effective. In TMM.

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(2016). I Ate This: A Photo-based Food Journaling System with Expert Feedback. In SIGCHI Workshop.

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(2015). DocRicher: An Automatic Annotation System for Text Documents Using Social Media. In SIGMOD.

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