Yang Liu
~Yang_Liu3
48
论文总数
24.0
年均投稿
平均评分
接收情况27/48
会议分布
ICLR
32
NeurIPS
13
ICML
3
发表论文 (48 篇)
202524 篇
4
Regretful Decisions under Label Noise
ICLR 2025Poster
4
Revisiting inverse Hessian vector products for calculating influence functions
ICLR 2025Rejected
5
Understanding Chain-of-Thought in LLMs Through Information Theory
ICLR 2025Rejected
4
Learning to Watermark LLM-generated Text via Reinforcement Learning
ICLR 2025Rejected
3
Understanding Chain-of-Thought in LLMs through Information Theory
ICML 2025Poster
4
ACC-Collab: An Actor-Critic Approach to Multi-Agent LLM Collaboration
ICLR 2025Poster
4
Adversarial Machine Unlearning
ICLR 2025Poster
4
Evaluating LLM-contaminated Crowdsourcing Data Without Ground Truth
NeurIPS 2025Poster
4
Robust Multi-bit Text Watermark with LLM-based Paraphrasers
ICML 2025Poster
3
Noisy Test-Time Adaptation in Vision-Language Models
ICLR 2025Poster
4
Incentivizing LLMs to Self-Verify Their Answers
NeurIPS 2025Poster
4
Robust RLHF with Noisy Rewards
ICLR 2025withdrawn
4
Counterfactual Learning under Rank Preservation
ICLR 2025Rejected
4
Learning Counterfactual Outcomes Under Rank Preservation
NeurIPS 2025Poster
4
DAPO : Improving Multi-Step Reasoning Abilities of Large Language Models with Direct Advantage-Based Policy Optimization
NeurIPS 2025Spotlight
4
DRAGON: Guard LLM Unlearning in Context via Negative Detection and Reasoning
NeurIPS 2025Rejected
4
Token Cleaning: Fine-Grained Data Selection for LLM Supervised Fine-Tuning
ICML 2025Poster
4
Prompting Fairness: Integrating Causality to Debias Large Language Models
ICLR 2025Poster
4
Human-Instruction-Free LLM Self-Alignment with Limited Samples
ICLR 2025Rejected
4
DiffTell: A Comprehensive Dataset for Image Difference Captioning
ICLR 2025Rejected
4
Improving Data Efficiency via Curating LLM-Driven Rating Systems
ICLR 2025Poster
4
LLM Unlearning via Loss Adjustment with Only Forget Data
ICLR 2025Poster
4
Progressive LLM Alignments Using Two-Player Games
ICLR 2025Rejected
4
Automatic Dataset Construction (ADC): Sample Collection, Data Curation, and Beyond
ICLR 2025Rejected
202424 篇
4
Multi-LLM Debate: Framework, Principals, and Interventions
NeurIPS 2024Poster
3
Understanding Unfairness via Training Concept Influence
ICLR 2024Rejected
4
Post-hoc bias scoring is optimal for fair classification
ICLR 2024Spotlight
3
Explaining recommendation systems through contrapositive perturbations
ICLR 2024Rejected
3
Dataset Fairness: Achievable Fairness On Your Data With Utility Guarantees
ICLR 2024Rejected
3
Achievable Fairness on Your Data With Utility Guarantees
NeurIPS 2024Poster
3
Large Language Model Unlearning
NeurIPS 2024Poster
4
RobustTSF: Towards Theory and Design of Robust Time Series Forecasting with Anomalies
ICLR 2024Poster
3
Adversarial Machine Unlearning: A Stackelberg Game Approach
ICLR 2024Rejected
3
Procedural Fairness Through Decoupling Objectionable Data Generating Components
ICLR 2024Spotlight
4
Large Language Model Unlearning via Embedding-Corrupted Prompts
NeurIPS 2024Poster
4
DOS: Dreaming Outlier Semantics for Out-of-distribution Detection
ICLR 2024Rejected
4
Incentivizing Data Collection from Heterogeneous Clients in Federated Learning
ICLR 2024Rejected
4
Unmasking and Improving Data Credibility: A Study with Datasets for Training Harmless Language Models
ICLR 2024Poster
4
Federated Learning with Local Openset Noisy Labels
ICLR 2024Rejected
4
Deep concept removal
ICLR 2024Rejected
4
Mitigating Reward Overoptimization via Lightweight Uncertainty Estimation
NeurIPS 2024Poster
4
Learning the Optimal Policy for Balancing Short-Term and Long-Term Rewards
NeurIPS 2024Poster
3
User-Creator Feature Polarization in Recommender Systems with Dual Influence
NeurIPS 2024Poster
4
Fairness without Harm: An Influence-Guided Active Sampling Approach
NeurIPS 2024Poster
3
UGradSL: Machine Unlearning Using Gradient-based Smoothed Label
ICLR 2024Rejected
5
Fair Classifiers Without Fair Training: An Influence-Guided Data Sampling Approach
ICLR 2024Rejected
4
Fair Classifiers that Abstain without Harm
ICLR 2024Poster
4
Fairness Improves Learning from Noisily Labeled Long-Tailed Data
ICLR 2024Rejected