All Stories

  1. Energy-Efficient Training-Free Zero-Inflation Correction for Rainfall Forecasting with Time-Series Foundation Models
  2. When to Invoke: Refining LLM Fairness with Toxicity Assessment
  3. Bridging Semantic Understanding and Popularity Bias with LLMs
  4. FairGE: Fairness-Aware Graph Encoding in Incomplete Social Networks
  5. RMTrans: Robust Multimodal Transformers for Patient Prognosis under Backdoor Threats
  6. Unbiased Reasoning for Knowledge-Intensive Tasks in Large Language Models via Conditional Front-Door Adjustment
  7. FUGNN: Harmonizing Fairness and Utility in Graph Neural Networks