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Yihe Dong
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Attention is not all you need: Pure attention loses rank doubly exponentially with depth
Y Dong, JB Cordonnier, A Loukas
International Conference on Machine Learning, 2793-2803, 2021
3272021
Hnhn: Hypergraph networks with hyperedge neurons
Y Dong, W Sawin, Y Bengio
arXiv preprint arXiv:2006.12278, 2020
1052020
Quantum entropy scoring for fast robust mean estimation and improved outlier detection
Y Dong, S Hopkins, J Li
Advances in Neural Information Processing Systems 32, 2019
1042019
Coinpress: Practical private mean and covariance estimation
S Biswas, Y Dong, G Kamath, J Ullman
Advances in Neural Information Processing Systems 33, 14475-14485, 2020
992020
Learning space partitions for nearest neighbor search
Y Dong, P Indyk, I Razenshteyn, T Wagner
arXiv preprint arXiv:1901.08544, 2019
942019
{SANNS}: Scaling up secure approximate {k-Nearest} neighbors search
H Chen, I Chillotti, Y Dong, O Poburinnaya, I Razenshteyn, MS Riazi
29th USENIX Security Symposium (USENIX Security 20), 2111-2128, 2020
652020
Scalable nearest neighbor search for optimal transport
A Backurs, Y Dong, P Indyk, I Razenshteyn, T Wagner
International Conference on machine learning, 497-506, 2020
602020
Copt: Coordinated optimal transport on graphs
Y Dong, W Sawin
Advances in Neural Information Processing Systems 33, 19327-19338, 2020
242020
Koopman neural operator forecaster for time-series with temporal distributional shifts
R Wang, Y Dong, SO Arik, R Yu
The Eleventh International Conference on Learning Representations, 2023
23*2023
A study of performance of optimal transport
Y Dong, Y Gao, R Peng, I Razenshteyn, S Sawlani
arXiv preprint arXiv:2005.01182, 2020
182020
Learning sublinear-time indexing for nearest neighbor search
Y Dong, P Indyk, IP Razenshteyn, T Wagner
arXiv preprint arXiv:1901.08544, 2019
132019
Using DNA technology to explore marine bacterial diversity in a coastal Georgia salt marsh
Y Dong, S Guerrero, MA Moran
The American biology teacher 70 (5), 279-283, 2008
92008
Scaling up secure approximate k-nearest neighbors search
H Chen, I Chilotti, Y Dong, O Poburinnaya, I Razenshteyn, MS Riazi
USENIX security symposium, 2020
72020
Attention is Not All You Need: Pure Attention Loses Rank Doubly Exponentially with Depth. arXiv 2021
Y Dong, JB Cordonnier, A Loukas
arXiv preprint arXiv:2103.03404, 0
5
Scalable nearest neighbor search for optimal transport
Y Dong, P Indyk, I Razenshteyn, T Wagner
arXiv preprint arXiv:1910.04126, 2019
42019
Lanistr: Multimodal learning from structured and unstructured data
S Ebrahimi, SO Arik, Y Dong, T Pfister
arXiv preprint arXiv:2305.16556, 2023
32023
COPT: Coordinated Optimal Transport for Graph Sketching
Y Dong, W Sawin
arXiv preprint arXiv:2003.03892, 2020
32020
NLP-Based Detection of Mathematics subject classification
Y Dong
Mathematical Software–ICMS 2018: 6th International Conference, South Bendá…, 2018
32018
COSTAR: Improved Temporal Counterfactual Estimation with Self-Supervised Learning
C Meng, Y Dong, SÍ Arık, Y Liu, T Pfister
arXiv preprint arXiv:2311.00886, 2023
12023
SLM: End-to-end Feature Selection via Sparse Learnable Masks
Y Dong, SO Arik
arXiv preprint arXiv:2304.03202, 2023
12023
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