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Lisha Chen
Lisha Chen
Rensselaer Polytechnic Institute, incoming Assistant Professor@University of Rochester
Verified email at rpi.edu - Homepage
Title
Cited by
Cited by
Year
Sharp-maml: Sharpness-aware model-agnostic meta learning
M Abbas, Q Xiao, L Chen, PY Chen, T Chen
International conference on machine learning, 10-32, 2022
962022
Uncertain graph neural networks for facial action unit detection
T Song, L Chen, W Zheng, Q Ji
Proceedings of the AAAI Conference on Artificial Intelligence 35 (7), 5993-6001, 2021
862021
Face alignment with kernel density deep neural network
L Chen, H Su, Q Ji
Proceedings of the IEEE/CVF international conference on computer vision …, 2019
392019
Learning with Limited Samples -- Meta-Learning and Applications to Communication Systems
L Chen, ST Jose, I Nikoloska, S Park, T Chen, O Simeone
Foundations and Trends® in Signal Processing, 2023
332023
Deep structured prediction for facial landmark detection
L Chen, H Su, Q Ji
Advances in neural information processing systems 32, 2019
282019
Electrocardiogram signal denoising using extreme-point symmetric mode decomposition and nonlocal means
X Tian, Y Li, H Zhou, X Li, L Chen, X Zhang
Sensors 16 (10), 1584, 2016
232016
Is Bayesian model-agnostic meta learning better than model-agnostic meta learning, provably?
L Chen, T Chen
International Conference on Artificial Intelligence and Statistics, 1733-1774, 2022
222022
Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance
L Chen, H Fernando, Y Ying, T Chen
Journal of Machine Learning Research (JMLR), short version at NeurIPS, 2024
192024
Understanding Benign Overfitting in Gradient-Based Meta Learning
L Chen, S Lu, T Chen
Advances in Neural Information Processing Systems, 2022, 2022
192022
You talkin’to me? A practical attention-aware embodied agent
RR Divekar, JO Kephart, X Mou, L Chen, H Su
Human-Computer Interaction–INTERACT 2019: 17th IFIP TC 13 International …, 2019
172019
Embodied Conversational AI Agents in a Multi-modal Multi-agent Competitive Dialogue.
RR Divekar, X Mou, L Chen, MG De Bayser, MA Guerra, H Su
IJCAI, 6512-6514, 2019
132019
HUMAINE: human multi-agent immersive negotiation competition
RR Divekar, H Su, JO Kephart, MG DeBayser, M Guerra, X Mou, ...
Extended abstracts of the 2020 CHI conference on human factors in computing …, 2020
112020
FERERO: A Flexible Framework for Preference-Guided Multi-Objective Learning
L Chen, AFM Saif, Y Shen, T Chen
The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024
12024
M2 ASR: Multilingual Multi-task Automatic Speech Recognition via Multi-objective Optimization
AFM Saif, L Chen, X Cui, S Lu, B Kingsbury, T Chen
Annual Conference of the International Speech Communication Association, 2024
12024
A Nested Ensemble Method to Bilevel Machine Learning
L Chen, M Abbas, T Chen
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
12023
Bilevel Joint Unsupervised and Supervised Training for Automatic Speech Recognition
X Cui, AFM Saif, S Lu, L Chen, T Chen, B Kingsbury, G Saon
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024
2024
Variance Reduction Can Improve Trade-Off in Multi-Objective Learning
H Fernando, L Chen, S Lu, PY Chen, M Liu, S Chaudhury, K Murugesan, ...
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
2024
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