Wei Wei

CoRR, 2023

VRDU: A Benchmark for Visually-rich Document Understanding.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

DocumentNet: Bridging the Data Gap in Document Pre-training.

[BibT_eX]

[DOI]

Alexander G. Hauptmann

Hanjun Dai

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 2023

On Task-personalized Multimodal Few-shot Learning for Visually-rich Document Entity Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

A Benchmark for Structured Extractions from Complex Documents.

[BibT_eX]

[DOI]

CoRR, 2022

2021

Meta-CPR: Generalize to Unseen Large Number of Agents with Communication Pattern Recognition Module.

[BibT_eX]

[DOI]

CoRR, 2021

Variational Deep Knowledge Tracing for Language Learning.

[BibT_eX]

[DOI]

Sherry Ruan

James A. Landay

Proceedings of the LAK'21: 11th International Learning Analytics and Knowledge Conference, 2021

Overcoming Catastrophic Forgetting by Bayesian Generative Regularization.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Towards Automatic Evaluation of Dialog Systems: A Model-Free Off-Policy Evaluation Approach.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Contextual Temperature for Language Modeling.

[BibT_eX]

[DOI]

CoRR, 2020

Calibrated BatchNorm: Improving Robustness Against Noisy Weights in Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Differentiable Top-k Operator with Optimal Transport.

[BibT_eX]

[DOI]

CoRR, 2020

Differentiable Top-k with Optimal Transport.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Mitigating Forgetting in Online Continual Learning via Instance-Aware Parameterization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Question Answering with Long Multiple-Span Answers.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

AirConcierge: Generating Task-Oriented Dialogue via Efficient Large-Scale Knowledge Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Remix: Rebalanced Mixup.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

InstaNAS: Instance-Aware Neural Architecture Search.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Overcoming Catastrophic Forgetting by Generative Regularization.

[BibT_eX]

[DOI]

CoRR, 2019

Learning with Hierarchical Complement Objective.

[BibT_eX]

[DOI]

CoRR, 2019

Natural Adversarial Sentence Generation with Gradient-based Perturbation.

[BibT_eX]

[DOI]

CoRR, 2019

A Hierarchical Attention Retrieval Model for Healthcare Question Answering.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Hierarchical LSTM: Modeling Temporal Dynamics and Taxonomy in Location-Based Mobile Check-Ins.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Meta Architecture Search.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Evaluating and Enhancing the Robustness of Dialogue Systems: A Case Study on a Negotiation Agent.

[BibT_eX]

[DOI]

Minhao Cheng

Cho-Jui Hsieh

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Complement Objective Training.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

COCO-GAN: Generation by Parts via Conditional Coordinating.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Improving Adversarial Robustness via Guided Complement Entropy.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

On the Robustness of Self-Attentive Models.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Thoracic Disease Identification and Localization with Limited Supervision.

[BibT_eX]

[DOI]

Proceedings of the Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics, 2019

2018

MONAS: Multi-Objective Neural Architecture Search using Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2018

PPP-Net: Platform-aware Progressive Search for Pareto-optimal Neural Architectures.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

Searching toward pareto-optimal device-aware neural architectures.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computer-Aided Design, 2018

DPP-Net: Device-Aware Progressive Search for Pareto-Optimal Neural Architectures.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Escaping from Collapsing Modes in a Constrained Space.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Thoracic Disease Identification and Localization With Limited Supervision.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Efficient Online Inference for Infinite Evolutionary Cluster models with Applications to Latent Social Event Discovery.

[BibT_eX]

[DOI]

CoRR, 2017

A Probabilistic Framework for Location Inference from Social Media.

[BibT_eX]

[DOI]

CoRR, 2017

A Probabilistic Geographical Aspect-Opinion Model for Geo-Tagged Microblogs.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Girls Rule, Boys Drool: Extracting Semantic and Affective Stereotypes from Twitter.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2017

RATE: Overcoming Noise and Sparsity of Textual Features in Real-Time Location Estimation.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

Probabilistic Models of Topics and Social Events.

[BibT_eX]

[DOI]

PhD thesis, 2016

Exploring characteristics of suspended users and network stability on Twitter.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2016

Exploring Patterns of Identity Usage in Tweets: A New Problem, Solution and Case Study.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on World Wide Web, 2016

Microblog Sentiment Topic Model.

[BibT_eX]

[DOI]

Aman Ahuja

Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

High-dimensional network analytics: mapping topic networks in Twitter data during the Arab Spring.

[BibT_eX]

[DOI]

Proceedings of the Big Data over Networks, 2016

2015

Measuring Temporal Patterns in Dynamic Social Networks.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2015

An agent-based model of edit wars in wikipedia: how and when is consensus reached.

[BibT_eX]

[DOI]

Proceedings of the 2015 Winter Simulation Conference, 2015

A Bayesian Graphical Model to Discover Latent Events from Twitter.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Web and Social Media, 2015

The Fragility of Twitter Social Networks Against Suspended Users.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2013

An Agent-Based Model for Simultaneous Phone and SMS Traffic over Time.

[BibT_eX]

[DOI]