Yu Cheng
Orcid: 0000-0002-2315-5641Affiliations:
- Rice University, TX, USA
- Microsoft Research, Redmond, WA, USA (former)
- IBM T.J. Watson Center, Yorktown Heights, NY, USA (former)
- Northwestern University, Evanston, IL, USA (PhD 2015)
According to our database1,
Yu Cheng
authored at least 140 papers
between 2009 and 2024.
Collaborative distances:
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Bibliography
2024
ACM Trans. Multim. Comput. Commun. Appl., April, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
CoRR, 2023
CoRR, 2023
Filling the Information Gap between Video and Query for Language-Driven Moment Retrieval.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Annotations Are Not All You Need: A Cross-modal Knowledge Transfer Network for Unsupervised Temporal Sentence Grounding.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Robustness Challenges in Model Distillation and Pruning for Natural Language Understanding.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023
You Are Catching My Attention: Are Vision Transformers Bad Learners under Backdoor Attacks?
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Trans. Mach. Learn. Res., 2022
M<sup>3</sup>ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design.
CoRR, 2022
M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022
Rethinking the Video Sampling and Reasoning Strategies for Temporal Sentence Grounding.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Learning Visual Representation from Modality-Shared Contrastive Language-Image Pre-training.
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
A Good Prompt Is Worth Millions of Parameters: Low-resource Prompt-based Learning for Vision-Language Models.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Bayesian Cycle-Consistent Generative Adversarial Networks via Marginalizing Latent Sampling.
IEEE Trans. Neural Networks Learn. Syst., 2021
IEEE Trans. Image Process., 2021
What do Compressed Large Language Models Forget? Robustness Challenges in Model Compression.
CoRR, 2021
CUPID: Adaptive Curation of Pre-training Data for Video-and-Language Representation Learning.
CoRR, 2021
Ultra-Data-Efficient GAN Training: Drawing A Lottery Ticket First, Then Training It Toughly.
CoRR, 2021
Comput. Medical Imaging Graph., 2021
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021
Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Data-Efficient GAN Training Beyond (Just) Augmentations: A Lottery Ticket Perspective.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective.
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
2020
Cluster-Former: Clustering-based Sparse Transformer for Long-Range Dependency Encoding.
CoRR, 2020
Fine-grained Iterative Attention Network for TemporalLanguage Localization in Videos.
CoRR, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Fine-grained Iterative Attention Network for Temporal Language Localization in Videos.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Contrastive Distillation on Intermediate Representations for Language Model Compression.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Neurocomputing, 2019
A hybrid approach with optimization-based and metric-based meta-learner for few-shot learning.
Neurocomputing, 2019
CoRR, 2019
A Hybrid Approach with Optimization and Metric-based Meta-Learner for Few-Shot Learning.
CoRR, 2019
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
2018
IEEE Trans. Instrum. Meas., 2018
Model Compression and Acceleration for Deep Neural Networks: The Principles, Progress, and Challenges.
IEEE Signal Process. Mag., 2018
J. Heal. Informatics Res., 2018
CoRR, 2018
CoRR, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018
2017
IEEE Trans. Image Process., 2017
IEEE Trans. Ind. Electron., 2017
Legislative prediction with dual uncertainty minimization from heterogeneous information.
Stat. Anal. Data Min., 2017
Exploiting Convolutional Neural Network for Risk Prediction with Medical Feature Embedding.
CoRR, 2017
Boosting Deep Learning Risk Prediction with Generative Adversarial Networks for Electronic Health Records.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
Jointly Attentive Spatial-Temporal Pooling Networks for Video-Based Person Re-identification.
Proceedings of the IEEE International Conference on Computer Vision, 2017
2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015
2014
IEEE Intell. Syst., 2014
Proceedings of the 2014 TREC Video Retrieval Evaluation, 2014
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014
Dual Uncertainty Minimization Regularization and Its Applications on Heterogeneous Data.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
2013
IBM Research and Columbia University TRECVID-2013 Multimedia Event Detection (MED), Multimedia Event Recounting (MER), Surveillance Event Detection (SED), and Semantic Indexing (SIN) Systems.
Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
A robot-in-the-loop face detection and recognition system with coordinaive control platform.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the IJCAI 2013, 2013
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013
2012
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
CluChunk: clustering large scale user-generated content incorporating chunklet information.
Proceedings of the 1st International Workshop on Big Data, 2012
Proceedings of the 2012 workshop on Data-driven User Behavioral Modelling and Mining from Social Media, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
2011
Proceedings of the Data Mining Workshops (ICDMW), 2011
Proceedings of the Data Mining Workshops (ICDMW), 2011
Mining millions of reviews: a technique to rank products based on importance of reviews.
Proceedings of the 13th International Conference on Electronic Commerce, 2011
2010
A real-time face detection and recognition system for a mobile robot in a complex background.
Artif. Life Robotics, 2010
Proceedings of the Third International Conference on Knowledge Discovery and Data Mining, 2010
Proceedings of the Second International Conference on Digital Image Processing, 2010
2009
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2009
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2009
VisionSynaptics: a system convert hand-writing and image symbol into computer symbol.
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, 2009