Furong Peng

Venues

Frequent coauthors

Papers

1. RI-Loss: A Learnable Residual-Informed Loss for Time Series Forecasting
   AAAI 2026 ·

   Jieting Wang

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2. ReCUT: Balancing Reasoning Length and Accuracy in LLMs via Stepwise Trails and Preference Optimization
   EMNLP 2025 ·

   Zhensheng Jin

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3. Towards Deeper GCNs: Alleviating Over-Smoothing via Iterative Training and Fine-Tuning
   ECML-PKDD 2025 · Furong Peng
4. Cross-Domain Contrastive Learning for Time Series Clustering
   AAAI 2024 · Furong Peng
5. Neural Collapse To Multiple Centers For Imbalanced Data
   NeurIPS 2024 ·

   Hongren Yan

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6. TSC: A Simple Two-Sided Constraint against Over-Smoothing
   SIGKDD 2024 · Furong Peng