Yihe Dong
- Attention is Not All You Need: Pure Attention Loses Rank Doubly Exponentially with Depth
2021/03/04 by Yihe Dong, Jean-Baptiste Cordonnier, Dong, Yihe +3 · 36 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural Networks and Reservoir Computing
- SANNS: Scaling Up Secure Approximate k-Nearest Neighbors Search
2019/04/03 by Hao Chen, Ilaria Chillotti, Chen, Hao +9 · 3 citations
Computer Science · #Cryptography and Data Security #Privacy-Preserving Technologies in Data #Complexity and Algorithms in Graphs
- CoinPress: Practical Private Mean and Covariance Estimation
2020/06/11 by Sourav Biswas, Yihe Dong, Biswas, Sourav +5 · 4 citations
Computer Science · Mathematics · #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
- Koopman Neural Forecaster for Time Series with Temporal Distribution Shifts
2022/10/07 by Rui Wang, Wang, Rui, Yihe Dong +5 · 4 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Time Series Analysis and Forecasting
- COSTAR: Improved Temporal Counterfactual Estimation with Self-Supervised Learning
2023/11/01 by Chuizheng Meng, Yihe Dong, Meng, Chuizheng +7 · 1 citation
Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
- T2MLR: Transformer with Temporal Middle-Layer Recurrence
2026/07/16 by Ziyang Cai, Xingyu Zhu, Yihe Dong +2
#cs.CL #cs.AI