Furong Peng
4 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (5) π Renaissance Researcher (6) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(21)
Conferences
AAAI (2)
EMNLP (1)
NIPS (1)
Top co-authors
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
(1)
end-to-end learning
(1)
frequency domain
(1)
chain-of-thought prompting
(1)
classification rule
(1)
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
Neural Collapse To Multiple Centers For Imbalanced Data
NIPS 2024
Cross-Domain Contrastive Learning for Time Series Clustering
AAAI 2024