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Yihe Dong
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Year
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
2612021
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
1012019
Learning space partitions for nearest neighbor search
Y Dong, P Indyk, I Razenshteyn, T Wagner
arXiv preprint arXiv:1901.08544, 2019
932019
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
902020
Hnhn: Hypergraph networks with hyperedge neurons
Y Dong, W Sawin, Y Bengio
arXiv preprint arXiv:2006.12278, 2020
832020
{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
582020
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
572020
Copt: Coordinated optimal transport on graphs
Y Dong, W Sawin
Advances in Neural Information Processing Systems 33, 19327-19338, 2020
242020
A study of performance of optimal transport
Y Dong, Y Gao, R Peng, I Razenshteyn, S Sawlani
arXiv preprint arXiv:2005.01182, 2020
172020
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, 2022
14*2022
Learning sublinear-time indexing for nearest neighbor search
Y Dong, P Indyk, IP Razenshteyn, T Wagner
arXiv preprint arXiv:1901.08544, 2019
122019
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
62020
Scalable nearest neighbor search for optimal transport
Y Dong, P Indyk, I Razenshteyn, T Wagner
arXiv preprint arXiv:1910.04126, 2019
42019
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
LANISTR: Multimodal Learning from Structured and Unstructured Data
S Ebrahimi, SO Arik, Y Dong, T Pfister
arXiv preprint arXiv:2305.16556, 2023
22023
Nlp and large-scale information retrieval on mathematical texts
Y Dong
Mathematical Software–ICMS 2018: 6th International Conference, South Bendá…, 2018
12018
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
2023
IngesTables: Scalable and Efficient Training of LLM-Enabled Tabular Foundation Models
S Yak, Y Dong, J Gonzalvo, S Arik
NeurIPS 2023 Second Table Representation Learning Workshop, 2023
2023
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Articles 1–20