Yang Liu
University of California, Santa Cruz
H-index: 31
North America-United States
Top articles of Yang Liu
Fair participation via sequential policies
Proceedings of the AAAI Conference on Artificial Intelligence
2024/3/24
Steering LLMs Towards Unbiased Responses: A Causality-Guided Debiasing Framework
arXiv preprint arXiv:2403.08743
2024/3/13
Improving Reinforcement Learning from Human Feedback Using Contrastive Rewards
arXiv preprint arXiv:2401.16635
2024/1/30
Overcoming Reward Overoptimization via Adversarial Policy Optimization with Lightweight Uncertainty Estimation
arXiv preprint arXiv:2403.05171
2024/3/8
Dataset Fairness: Achievable Fairness on Your Data With Utility Guarantees
arXiv preprint arXiv:2402.17106
2024/2/27
Measuring and Reducing LLM Hallucination without Gold-Standard Answers via Expertise-Weighting
arXiv preprint arXiv:2402.10412
2024/2/16
Rethinking Machine Unlearning for Large Language Models
arXiv preprint arXiv:2402.08787
2024/2/13
Long-term fairness with unknown dynamics
Advances in Neural Information Processing Systems
2024/2/13
RobustTSF: Towards Theory and Design of Robust Time Series Forecasting with Anomalies
arXiv preprint arXiv:2402.02032
2024/2/3
Human-instruction-free llm self-alignment with limited samples
arXiv preprint arXiv:2401.06785
2024/1/6
The importance of human-labeled data in the era of LLMs
arXiv preprint arXiv:2306.14910
2023/6/18
Fair Learning to Rank with Distribution-free Risk Control
arXiv preprint arXiv:2306.07188
2023/6/12
T2iat: Measuring valence and stereotypical biases in text-to-image generation
arXiv preprint arXiv:2306.00905
2023/6/1
Do humans and machines have the same eyes? human-machine perceptual differences on image classification
arXiv preprint arXiv:2304.08733
2023/4/18
Model sparsification can simplify machine unlearning
arXiv preprint arXiv:2304.04934
2023/4/11
Fairness improves learning from noisily labeled long-tailed data
arXiv preprint arXiv:2303.12291
2023/3/22
Uncertainty-Aware Off-Policy Learning
arXiv preprint arXiv:2303.06389
2023/3/11
Machine truth serum: a surprisingly popular approach to improving ensemble methods
Machine Learning
2023/3
Surrogate scoring rules
ACM Transactions on Economics and Computation
2023/2/15
Tier balancing: Towards dynamic fairness over underlying causal factors
2023/1/21
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