Hsiang-Fu Yu
Orcid: 0000-0001-5235-2962
According to our database1,
Hsiang-Fu Yu
authored at least 100 papers
between 2002 and 2024.
Collaborative distances:
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Bibliography
2024
SIAM J. Optim., March, 2024
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024
2023
MinPrompt: Graph-based Minimal Prompt Data Augmentation for Few-shot Question Answering.
CoRR, 2023
Proceedings of the ACM Web Conference 2023, 2023
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023
Proceedings of the International Conference on Machine Learning, 2023
PINA: Leveraging Side Information in eXtreme Multi-label Classification via Predicted Instance Neighborhood Aggregation.
Proceedings of the International Conference on Machine Learning, 2023
Build Faster with Less: A Journey to Accelerate Sparse Model Building for Semantic Matching in Product Search.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
2022
J. Mach. Learn. Res., 2022
CoRR, 2022
Enterprise-Scale Search: Accelerating Inference for Sparse Extreme Multi-Label Ranking Trees.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Relevance under the Iceberg: Reasonable Prediction for Extreme Multi-label Classification.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
2021
Fast Multi-Resolution Transformer Fine-tuning for Extreme Multi-label Text Classification.
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
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
2020
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
2019
Multiresolution Transformer Networks: Recurrence is Not Essential for Modeling Hierarchical Structure.
CoRR, 2019
CoRR, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Think Globally, Act Locally: A Deep Neural Network Approach to High-Dimensional Time Series Forecasting.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Extreme Stochastic Variational Inference: Distributed Inference for Large Scale Mixture Models.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
2018
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018
2017
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
A Unified Algorithm for One-Cass Structured Matrix Factorization with Side Information.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Efficient Seamless Channel Transition for Near Video-on-Demand with Small Receiving Bandwidth.
J. Inf. Sci. Eng., 2016
Temporal Regularized Matrix Factorization for High-dimensional Time Series Prediction.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
2015
Multim. Tools Appl., 2015
Proceedings of the 24th International Conference on World Wide Web, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
2014
Wirel. Networks, 2014
NOMAD: Nonlocking, stOchastic Multi-machine algorithm for Asynchronous and Decentralized matrix completion.
Proc. VLDB Endow., 2014
Extension of practical channel transition broadcasting for near video-on-demand applications.
Multim. Tools Appl., 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
2013
Multim. Tools Appl., 2013
Efficient Periodic Broadcasting for Mobile Networks at Small Client Receiving Bandwidth and Buffering Space.
J. Appl. Math., 2013
NOMAD: Non-locking, stOchastic Multi-machine algorithm for Asynchronous and Decentralized matrix completion.
CoRR, 2013
Comput. Networks, 2013
A novel architecture and media access protocol for cognitive radio based autonomous femtocell networks.
Proceedings of the Tenth International Conference on Wireless and Optical Communications Networks, 2013
2012
ACM Trans. Knowl. Discov. Data, 2012
Multim. Tools Appl., 2012
J. Vis. Commun. Image Represent., 2012
Int. J. Digit. Multim. Broadcast., 2012
Scalable Coordinate Descent Approaches to Parallel Matrix Factorization for Recommender Systems.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012
2011
Mach. Learn., 2011
2010
Comput. Commun., 2010
Spare capacity reprovisioning for high availability shared backup path protection connections.
Comput. Commun., 2010
2009
Generalized Sequence-Based and Reverse Sequence-Based Models for Broadcasting Hot Videos.
IEEE Trans. Multim., 2009
Broadcasting scheme with low client buffers and bandwidths for video-on-demand applications.
Multim. Tools Appl., 2009
An Ensemble of Three Classifiers for KDD Cup 2009: Expanded Linear Model, Heterogeneous Boosting, and Selective Naive Bayes.
Proceedings of KDD-Cup 2009 competition, Paris, France, June 28, 2009, 2009
2008
Hybrid Broadcasting With Small Buffer Demand and Waiting Time for Video-on-Demand Applications.
IEEE Trans. Broadcast., 2008
Comput. Commun., 2008
An Efficient Broadcasting Scheme with Low Buffer Demand for Video-on-Demand Applications.
Proceedings of the Advances in Multimedia Information Processing, 2008
A Replication-Aware CDN-P2P Architecture Based on Two-Step Server Selection and Network Coding.
Proceedings of the Advances in Multimedia Information Processing, 2008
Proceedings of the Seventh International Conference on Networking (ICN 2008), 2008
Proceedings of the 3rd IEEE Asia-Pacific Services Computing Conference, 2008
2007
IEEE Trans. Broadcast., 2007
2006
Proceedings of the Wired/Wireless Internet Communications, 4th International Conference, 2006
2005
Proceedings of the Management of Multimedia Networks and Services, 2005
Proceedings of the 2nd IEEE Consumer Communications and Networking Conference, 2005
2004
J. Inf. Sci. Eng., 2004
Proceedings of the Wired/Wireless Internet Communications, Second International Conference, 2004
Interleaving harmonic broadcasting and receiving scheme with loss-anticipation delivery.
Proceedings of the 9th IEEE Symposium on Computers and Communications (ISCC 2006), June 28, 2004
Proceedings of the 12th IEEE International Conference on Networks, 2004
Interleaving Staircase Broadcasting and Receiving Scheme with Loss-Anticipation Delivery.
Proceedings of the International Conference on Internet Computing, 2004
A Smooth Recursive Frequency-Splitting Scheme for Broadcasting VBR-Encoded Hot Videos.
Proceedings of the High Speed Networks and Multimedia Communications, 2004
Proceedings of the 1st IEEE Consumer Communications and Networking Conference, 2004
2003
2002
Proceedings of the 9th International Conference on Parallel and Distributed Systems, 2002