Yufei Cui

According to our database, Yufei Cui authored at least 39 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

GeneQuery: A General QA-based Framework for Spatial Gene Expression Predictions from Histology Images.

Ying Xiong, Linjing Liu, Yufei Cui, Shangyu Wu, Xue Liu, Antoni B. Chan, Chun Jason Xue

CoRR, 2024

Transtreaming: Adaptive Delay-aware Transformer for Real-time Streaming Perception.

Xiang Zhang, Yufei Cui, Chenchen Fu, Weiwei Wu, Zihao Wang, Yuyang Sun, Xue Liu

CoRR, 2024

Retrieval-Augmented Generation for Natural Language Processing: A Survey.

Shangyu Wu, Ying Xiong, Yufei Cui, Haolun Wu, Can Chen, Ye Yuan, Lianming Huang, Xue Liu, Tei-Wei Kuo, Nan Guan, Chun Jason Xue

CoRR, 2024

RAEE: A Training-Free Retrieval-Augmented Early Exiting Framework for Efficient Inference.

Lianming Huang, Shangyu Wu, Yufei Cui, Ying Xiong, Xue Liu, Tei-Wei Kuo, Nan Guan, Chun Jason Xue

CoRR, 2024

Large Language Model (LLM) for Telecommunications: A Comprehensive Survey on Principles, Key Techniques, and Opportunities.

Hao Zhou, Chengming Hu, Ye Yuan, Yufei Cui, Yili Jin, Can Chen, Haolun Wu, Dun Yuan, Li Jiang, Di Wu, Xue Liu, Charlie Jianzhong Zhang, Xianbin Wang, Jiangchuan Liu

CoRR, 2024

IHC Matters: Incorporating IHC analysis to H&E Whole Slide Image Analysis for Improved Cancer Grading via Two-stage Multimodal Bilinear Pooling Fusion.

Jun Wang, Yu Mao, Yufei Cui, Nan Guan, Chun Jason Xue

CoRR, 2024

Pre-processing matters: A segment search method for WSI classification.

Jun Wang, Yufei Cui, Yu Mao, Nan Guan, Chun Jason Xue

CoRR, 2024

Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion.

Shangyu Wu, Ying Xiong, Yufei Cui, Xue Liu, Buzhou Tang, Tei-Wei Kuo, Chun Jason Xue

CoRR, 2024

ProtoTree-MIL: Interpretable Multiple Instance Learning for Whole Slide Image Classification.

Zhifeng Wu, Xiaohui Li, Luning Wang, Shendi Wang, Yufei Cui, Jiahai Wang

Proceedings of the International Joint Conference on Neural Networks, 2024

The Pitfalls and Promise of Conformal Inference Under Adversarial Attacks.

Ziquan Liu, Yufei Cui, Yan Yan, Yi Xu, Xiangyang Ji, Xue Liu, Antoni B. Chan

Proceedings of the Forty-first International Conference on Machine Learning, 2024

ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion.

Shangyu Wu, Ying Xiong, Yufei Cui, Xue Liu, Buzhou Tang, Tei-Wei Kuo, Chun Jason Xue

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Variational Nested Dropout.

Yufei Cui, Yu Mao, Ziquan Liu, Qiao Li, Antoni B. Chan, Xue (Steve) Liu, Tei-Wei Kuo, Chun Jason Xue

IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Retrieval-Augmented Multiple Instance Learning.

Yufei Cui, Ziquan Liu, Yixin Chen, Yuchen Lu, Xinyue Yu, Xue (Steve) Liu, Tei-Wei Kuo, Miguel Rodrigues, Chun Jason Xue, Antoni B. Chan

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Bayes-MIL: A New Probabilistic Perspective on Attention-based Multiple Instance Learning for Whole Slide Images.

Yufei Cui, Ziquan Liu, Xiangyu Liu, Xue Liu, Cong Wang, Tei-Wei Kuo, Chun Jason Xue, Antoni B. Chan

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Faster and Stronger Lossless Compression with Optimized Autoregressive Framework.

Yu Mao, Jingzong Li, Yufei Cui, Chun Jason Xue

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

2022

Accelerating Monte Carlo Bayesian Prediction via Approximating Predictive Uncertainty Over the Simplex.

Yufei Cui, Wuguannan Yao, Qiao Li, Antoni B. Chan, Chun Jason Xue

IEEE Trans. Neural Networks Learn. Syst., 2022

Resolving the Reliability Issues of Open Blocks for 3-D NAND Flash: Observations and Strategies.

Qiao Li, Min Ye, Yufei Cui, Tianyu Ren, Tei-Wei Kuo, Chun Jason Xue

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Bits-Ensemble: Toward Light-Weight Robust Deep Ensemble by Bits-Sharing.

Yufei Cui, Shangyu Wu, Qiao Li, Antoni B. Chan, Tei-Wei Kuo, Chun Jason Xue

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Online Rare Category Identification and Data Diversification for Edge Computing.

Yufei Cui, Qiao Li, Tei-Wei Kuo, Chun Jason Xue

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

NFL: Robust Learned Index via Distribution Transformation.

Shangyu Wu, Yufei Cui, Jinghuan Yu, Xuan Sun, Tei-Wei Kuo, Chun Jason Xue

Proc. VLDB Endow., 2022

A Fast Transformer-based General-Purpose Lossless Compressor.

Yu Mao, Yufei Cui, Tei-Wei Kuo, Chun Jason Xue

CoRR, 2022

TRACE: A Fast Transformer-based General-Purpose Lossless Compressor.

Yu Mao, Yufei Cui, Tei-Wei Kuo, Chun Jason Xue

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Accelerating General-purpose Lossless Compression via Simple and Scalable Parameterization.

Yu Mao, Yufei Cui, Tei-Wei Kuo, Chun Jason Xue

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

CacheSifter: Sifting Cache Files for Boosted Mobile Performance and Lifetime.

Yu Liang, Riwei Pan, Tianyu Ren, Yufei Cui, Rachata Ausavarungnirun, Xianzhang Chen, Changlong Li, Tei-Wei Kuo, Chun Jason Xue

Proceedings of the 20th USENIX Conference on File and Storage Technologies, 2022

2021

The Implicit Biases of Stochastic Gradient Descent on Deep Neural Networks with Batch Normalization.

Ziquan Liu, Yufei Cui, Jia Wan, Yu Mao, Antoni B. Chan

CoRR, 2021

Bayesian Nested Neural Networks for Uncertainty Calibration and Adaptive Compression.

Yufei Cui, Ziquan Liu, Qiao Li, Yu Mao, Antoni B. Chan, Chun Jason Xue

CoRR, 2021

Bayesian Nested Neural Networks for Uncertainty Calibration and Adaptive Compression.

Yufei Cui, Ziquan Liu, Qiao Li, Antoni B. Chan, Chun Jason Xue

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

FlashEmbedding: storing embedding tables in SSD for large-scale recommender systems.

Hu Wan, Xuan Sun, Yufei Cui, Chia-Lin Yang, Tei-Wei Kuo, Chun Jason Xue

Proceedings of the APSys '21: 12th ACM SIGOPS Asia-Pacific Workshop on Systems, 2021

2020

Pruning Deep Reinforcement Learning for Dual User Experience and Storage Lifetime Improvement on Mobile Devices.

Chao Wu, Yufei Cui, Cheng Ji, Tei-Wei Kuo, Chun Jason Xue

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Exploiting Asymmetric Errors for LDPC Decoding Optimization on 3D NAND Flash Memory.

Qiao Li, Liang Shi, Yufei Cui, Chun Jason Xue

IEEE Trans. Computers, 2020

Improve Generalization and Robustness of Neural Networks via Weight Scale Shifting Invariant Regularizations.

Ziquan Liu, Yufei Cui, Antoni B. Chan

CoRR, 2020

Shaving Retries with Sentinels for Fast Read over High-Density 3D Flash.

Qiao Li, Min Ye, Yufei Cui, Liang Shi, Xiaoqiang Li, Tei-Wei Kuo, Chun Jason Xue

Proceedings of the 53rd Annual IEEE/ACM International Symposium on Microarchitecture, 2020

Fully Nested Neural Network for Adaptive Compression and Quantization.

Yufei Cui, Ziquan Liu, Wuguannan Yao, Qiao Li, Antoni B. Chan, Tei-Wei Kuo, Chun Jason Xue

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019

A Hardware-Accelerated Solution for Hierarchical Index-Based Merge-Join.

Zimeng Zhou, Chenyun Yu, Sarana Nutanong, Yufei Cui, Chenchen Fu, Chun Jason Xue

IEEE Trans. Knowl. Data Eng., 2019

Accelerating Monte Carlo Bayesian Inference via Approximating Predictive Uncertainty over Simplex.

Yufei Cui, Wuguannan Yao, Qiao Li, Antoni B. Chan, Chun Jason Xue

CoRR, 2019

A Hardware-Accelerated Solution for Hierarchical Index-Based Merge-Join(Extended Abstract).

Zimeng Zhou, Chenyun Yu, Sarana Nutanong, Yufei Cui, Chenchen Fu, Chun Jason Xue

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Sentinel Cells Enabled Fast Read for NAND Flash.

Qiao Li, Min Ye, Yufei Cui, Liang Shi, Xiaoqiang Li, Chun Jason Xue

Proceedings of the 11th USENIX Workshop on Hot Topics in Storage and File Systems, 2019

Online Rare Category Detection for Edge Computing.

Yufei Cui, Qiao Li, Sarana Nutanong, Chun Jason Xue

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

2016

A centralized control caching strategy based on popularity and betweenness centrality in CCN.

Yufei Cui, Min Zhao, Muqing Wu

Proceedings of the International Symposium on Wireless Communication Systems, 2016