Furong Peng
4 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Machine Learning
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Deep Learning
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Learning Types · Machine Learning
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Artificial Intelligence
(1)
Data Science & Analytics
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Mathematics & Optimization
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Natural Language Processing
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Core AI
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Learning Types · Deep Learning
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Mathematics
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Models
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Optimization & Theory
(1)
Keywords
representation learning
(1)
contrastive learning
(1)
feature learning
(1)
time series clustering
(1)
cross-domain learning
(1)
preference optimization
(1)
time series forecasting
(1)
hilbert-schmidt independence criterion
(1)
concentration inequality
(1)
neural collapse
(1)
classifier weight
(1)
loss function
(1)
imbalanced learning
(1)
feature collapse
(1)
generalized classification rule
(1)
cosine loss
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end-to-end learning
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frequency domain
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chain-of-thought prompting
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classification rule
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Papers
RI-Loss: A Learnable Residual-Informed Loss for Time Series Forecasting
AAAI 2026
ReCUT: Balancing Reasoning Length and Accuracy in LLMs via Stepwise Trails and Preference Optimization
EMNLP 2025
Cross-Domain Contrastive Learning for Time Series Clustering
AAAI 2024
Neural Collapse To Multiple Centers For Imbalanced Data
NeurIPS 2024