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Ruoxi Sun
Ruoxi Sun
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Year
Learning to prompt for continual learning
Z Wang, Z Zhang, CY Lee, H Zhang, R Sun, X Ren, G Su, V Perot, J Dy, ...
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
7222022
Dualprompt: Complementary prompting for rehearsal-free continual learning
Z Wang, Z Zhang, S Ebrahimi, R Sun, H Zhang, CY Lee, X Ren, G Su, ...
European Conference on Computer Vision, 631-648, 2022
4412022
NeuroPAL: a multicolor atlas for whole-brain neuronal identification in C. elegans
E Yemini, A Lin, A Nejatbakhsh, E Varol, R Sun, GE Mena, ADT Samuel, ...
Cell 184 (1), 272-288. e11, 2021
237*2021
Kohn-Sham equations as regularizer: Building prior knowledge into machine-learned physics
L Li, S Hoyer, R Pederson, R Sun, ED Cubuk, P Riley, K Burke
Physical review letters 126 (3), 036401, 2021
1732021
Capabilities of gemini models in medicine
K Saab, T Tu, WH Weng, R Tanno, D Stutz, E Wulczyn, F Zhang, ...
arXiv preprint arXiv:2404.18416, 2024
972024
SQL-PaLM: Improved Large Language Model Adaptation for Text-to-SQL (extended)
R Sun, SÖ Arik, A Muzio, L Miculicich, S Gundabathula, P Yin, H Dai, ...
arXiv preprint arXiv:2306.00739, 2023
752023
Towards understanding retrosynthesis by energy-based models
R Sun, H Dai, L Li, S Kearnes, B Dai
Advances in Neural Information Processing Systems 34, 10186-10194, 2021
67*2021
Does gnn pretraining help molecular representation?
R Sun, H Dai, AW Yu
Advances in Neural Information Processing Systems 35, 12096-12109, 2022
662022
Using a thousand optimization tasks to learn hyperparameter search strategies
L Metz, N Maheswaranathan, R Sun, CD Freeman, B Poole, ...
arXiv preprint arXiv:2002.11887, 2020
382020
Better zero-shot reasoning with self-adaptive prompting
X Wan, R Sun, H Dai, SO Arik, T Pfister
arXiv preprint arXiv:2305.14106, 2023
372023
Combination use of ultrasound irradiation and ionic liquid in enzymatic isomerization of glucose to fructose
Y Wang, Y Pan, Z Zhang, R Sun, X Fang, D Yu
Process Biochemistry 47 (6), 976-982, 2012
272012
Reverse engineering learned optimizers reveals known and novel mechanisms
N Maheswaranathan, D Sussillo, L Metz, R Sun, J Sohl-Dickstein
Advances in Neural Information Processing Systems 34, 19910-19922, 2021
222021
A duty to forget, a right to be assured? exposing vulnerabilities in machine unlearning services
H Hu, S Wang, J Chang, H Zhong, R Sun, S Hao, H Zhu, M Xue
arXiv preprint arXiv:2309.08230, 2023
192023
Statistical Atlas of C. elegans Neurons
E Varol, A Nejatbakhsh, R Sun, G Mena, E Yemini, O Hobert, L Paninski
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
182020
VenueTrace: a privacy-by-design COVID-19 digital contact tracing solution
R Sun, W Wang, M Xue, G Tyson, DC Ranasinghe
Proceedings of the 18th Conference on Embedded Networked Sensor Systems, 790-791, 2020
162020
Universal self-adaptive prompting
X Wan, R Sun, H Nakhost, H Dai, JM Eisenschlos, SO Arik, T Pfister
arXiv preprint arXiv:2305.14926, 2023
142023
Scalable approximate Bayesian inference for particle tracking data
R Sun, L Paninski
International Conference on Machine Learning, ICML 2018, 276253, 2018
122018
Effective Large Language Model Adaptation for Improved Grounding and Citation Generation
X Ye, R Sun, S Arik, T Pfister
Proceedings of the 2024 Conference of the North American Chapter of the …, 2024
112024
Bounded and unbiased composite differential privacy
K Zhang, Y Zhang, R Sun, PW Tsai, MU Hassan, X Yuan, M Xue, J Chen
2024 IEEE Symposium on Security and Privacy (SP), 972-990, 2024
112024
Mate! Are you really aware? An explainability-guided testing framework for robustness of malware detectors
R Sun, M Xue, G Tyson, T Dong, S Li, S Wang, H Zhu, S Camtepe, ...
Proceedings of the 31st ACM Joint European Software Engineering Conference …, 2023
92023
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