Yufei Cui

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 37

Top Topics

Language Understanding

Efficient Retrieval

Lossless Compression

Top Venues

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

Proc. VLDB Endow.

Publications

Jun Wang, Yu Mao, Yufei Cui, Nan Guan, Chun Jason Xue
IHC Matters: Incorporating IHC analysis to H&E Whole Slide Image Analysis for Improved Cancer Grading via Two-stage Multimodal Bilinear Pooling Fusion. CoRR (2024)
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
Large Language Model (LLM) for Telecommunications: A Comprehensive Survey on Principles, Key Techniques, and Opportunities. CoRR (2024)
Lianming Huang, Shangyu Wu, Yufei Cui, Ying Xiong, Xue Liu, Tei-Wei Kuo, Nan Guan, Chun Jason Xue
RAEE: A Training-Free Retrieval-Augmented Early Exiting Framework for Efficient Inference. CoRR (2024)
Jun Wang, Yufei Cui, Yu Mao, Nan Guan, Chun Jason Xue
Pre-processing matters: A segment search method for WSI classification. CoRR (2024)
Shangyu Wu, Ying Xiong, Yufei Cui, Xue Liu, Buzhou Tang, Tei-Wei Kuo, Chun Jason Xue
Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion. CoRR (2024)
Ziquan Liu, Yufei Cui, Yan Yan, Yi Xu, Xiangyang Ji, Xue Liu, Antoni B. Chan
The Pitfalls and Promise of Conformal Inference Under Adversarial Attacks. CoRR (2024)
Shangyu Wu, Ying Xiong, Yufei Cui, Xue Liu, Buzhou Tang, Tei-Wei Kuo, Chun Jason Xue
ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion. ICLR (2024)
Shangyu Wu, Ying Xiong, Yufei Cui, Haolun Wu, Can Chen, Ye Yuan, Lianming Huang, Xue Liu, Tei-Wei Kuo, Nan Guan, Chun Jason Xue
Retrieval-Augmented Generation for Natural Language Processing: A Survey. CoRR (2024)
Yufei Cui, Ziquan Liu, Xiangyu Liu, Xue Liu, Cong Wang, Tei-Wei Kuo, Chun Jason Xue, Antoni B. Chan
Bayes-MIL: A New Probabilistic Perspective on Attention-based Multiple Instance Learning for Whole Slide Images. ICLR (2023)
Yufei Cui, Yu Mao, Ziquan Liu, Qiao Li, Antoni B. Chan, Xue (Steve) Liu, Tei-Wei Kuo, Chun Jason Xue
Variational Nested Dropout. IEEE Trans. Pattern Anal. Mach. Intell. 45 (8) (2023)
Yufei Cui, Ziquan Liu, Yixin Chen, Yuchen Lu, Xinyue Yu, Xue (Steve) Liu, Tei-Wei Kuo, Miguel Rodrigues, Chun Jason Xue, Antoni B. Chan
Retrieval-Augmented Multiple Instance Learning. NeurIPS (2023)
Yu Mao, Jingzong Li, Yufei Cui, Chun Jason Xue
Faster and Stronger Lossless Compression with Optimized Autoregressive Framework. DAC (2023)
Shangyu Wu, Yufei Cui, Jinghuan Yu, Xuan Sun, Tei-Wei Kuo, Chun Jason Xue
NFL: Robust Learned Index via Distribution Transformation. CoRR (2022)
Yu Mao, Yufei Cui, Tei-Wei Kuo, Chun Jason Xue
Accelerating General-purpose Lossless Compression via Simple and Scalable Parameterization. ACM Multimedia (2022)
Yu Mao, Yufei Cui, Tei-Wei Kuo, Chun Jason Xue
TRACE: A Fast Transformer-based General-Purpose Lossless Compressor. WWW (2022)
Yufei Cui, Qiao Li, Tei-Wei Kuo, Chun Jason Xue
Online Rare Category Identification and Data Diversification for Edge Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (5) (2022)
Qiao Li, Min Ye, Yufei Cui, Tianyu Ren, Tei-Wei Kuo, Chun Jason Xue
Resolving the Reliability Issues of Open Blocks for 3-D NAND Flash: Observations and Strategies. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (11) (2022)
Yufei Cui, Shangyu Wu, Qiao Li, Antoni B. Chan, Tei-Wei Kuo, Chun Jason Xue
Bits-Ensemble: Toward Light-Weight Robust Deep Ensemble by Bits-Sharing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (11) (2022)
Yufei Cui, Wuguannan Yao, Qiao Li, Antoni B. Chan, Chun Jason Xue
Accelerating Monte Carlo Bayesian Prediction via Approximating Predictive Uncertainty Over the Simplex. IEEE Trans. Neural Networks Learn. Syst. 33 (4) (2022)
Yu Mao, Yufei Cui, Tei-Wei Kuo, Chun Jason Xue
A Fast Transformer-based General-Purpose Lossless Compressor. CoRR (2022)
Yu Liang, Riwei Pan, Tianyu Ren, Yufei Cui, Rachata Ausavarungnirun, Xianzhang Chen, Changlong Li, Tei-Wei Kuo, Chun Jason Xue
CacheSifter: Sifting Cache Files for Boosted Mobile Performance and Lifetime. FAST (2022)
Shangyu Wu, Yufei Cui, Jinghuan Yu, Xuan Sun, Tei-Wei Kuo, Chun Jason Xue
NFL: Robust Learned Index via Distribution Transformation. Proc. VLDB Endow. 15 (10) (2022)
Yufei Cui, Ziquan Liu, Qiao Li, Yu Mao, Antoni B. Chan, Chun Jason Xue
Bayesian Nested Neural Networks for Uncertainty Calibration and Adaptive Compression. CoRR (2021)
Hu Wan, Xuan Sun, Yufei Cui, Chia-Lin Yang, Tei-Wei Kuo, Chun Jason Xue
FlashEmbedding: storing embedding tables in SSD for large-scale recommender systems. APSys (2021)
Ziquan Liu, Yufei Cui, Jia Wan, Yu Mao, Antoni B. Chan
The Implicit Biases of Stochastic Gradient Descent on Deep Neural Networks with Batch Normalization. CoRR (2021)
Yufei Cui, Ziquan Liu, Qiao Li, Antoni B. Chan, Chun Jason Xue
Bayesian Nested Neural Networks for Uncertainty Calibration and Adaptive Compression. CVPR (2021)
Yufei Cui, Ziquan Liu, Wuguannan Yao, Qiao Li, Antoni B. Chan, Tei-Wei Kuo, Chun Jason Xue
Fully Nested Neural Network for Adaptive Compression and Quantization. IJCAI (2020)
Chao Wu, Yufei Cui, Cheng Ji, Tei-Wei Kuo, Chun Jason Xue
Pruning Deep Reinforcement Learning for Dual User Experience and Storage Lifetime Improvement on Mobile Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (11) (2020)
Qiao Li, Min Ye, Yufei Cui, Liang Shi, Xiaoqiang Li, Tei-Wei Kuo, Chun Jason Xue
Shaving Retries with Sentinels for Fast Read over High-Density 3D Flash. MICRO (2020)
Qiao Li, Liang Shi, Yufei Cui, Chun Jason Xue
Exploiting Asymmetric Errors for LDPC Decoding Optimization on 3D NAND Flash Memory. IEEE Trans. Computers 69 (4) (2020)
Ziquan Liu, Yufei Cui, Antoni B. Chan
Improve Generalization and Robustness of Neural Networks via Weight Scale Shifting Invariant Regularizations. CoRR (2020)
Yufei Cui, Wuguannan Yao, Qiao Li, Antoni B. Chan, Chun Jason Xue
Accelerating Monte Carlo Bayesian Inference via Approximating Predictive Uncertainty over Simplex. CoRR (2019)
Qiao Li, Min Ye, Yufei Cui, Liang Shi, Xiaoqiang Li, Chun Jason Xue
Sentinel Cells Enabled Fast Read for NAND Flash. HotStorage (2019)
Yufei Cui, Qiao Li, Sarana Nutanong, Chun Jason Xue
Online Rare Category Detection for Edge Computing. DATE (2019)
Zimeng Zhou, Chenyun Yu, Sarana Nutanong, Yufei Cui, Chenchen Fu, Chun Jason Xue
A Hardware-Accelerated Solution for Hierarchical Index-Based Merge-Join. IEEE Trans. Knowl. Data Eng. 31 (1) (2019)
Zimeng Zhou, Chenyun Yu, Sarana Nutanong, Yufei Cui, Chenchen Fu, Chun Jason Xue
A Hardware-Accelerated Solution for Hierarchical Index-Based Merge-Join(Extended Abstract). ICDE (2019)
Yufei Cui, Min Zhao, Muqing Wu
A centralized control caching strategy based on popularity and betweenness centrality in CCN. ISWCS (2016)