Observations and Remedies for Large Language Model Bias in Self-Consuming Performative Loop

[ICML 2025] Official implementation of paper "Token Cleaning: Fine-Grained Data Selection for LLM Supervised Fine-Tuning"

[ICLR 2025] Official implementation of paper "Improving Data Efficiency via Curating LLM-Driven Rating Systems"

This repository accompanies the paper To Give or Not to Give? The Impacts of Strategically Withheld Recourse published in AISTATS 2025.

[ICLR 2025] FLAT: LLM Unlearning via Loss Adjustment with Only Forget Data

This is an implementation of the paper: Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels (KDD 25)

[NeurIPS'24] Fairness Without Harm: An Influence-Guided Active Sampling Approach

This repository accompanies the paper Preformative Prediction with Bandit Feedback:Learning through Reparameterization accepted by ICML 2024.

This repository accompanies the paper Model Transferability with Responsive Decision Subjects accepted by ICML 2023.