Jiaqi Ma

8 papers University of Illinois Urbana-Champaign

• A Reliable Cryptographic Framework for Empirical Machine Unlearning Evaluation
• A Snapshot of Influence: A Local Data Attribution Framework for Online Reinforcement Learning
• A Snapshot of Influence: A Local Data Attribution Framework for Online Reinforcement Learning
• AutoVLA: A Vision-Language-Action Model for End-to-End Autonomous Driving with Adaptive Reasoning and Reinforcement Fine-Tuning
• DATE-LM: Benchmarking Data Attribution Evaluation for Large Language Models
• GraSS: Scalable Data Attribution with Gradient Sparsification and Sparse Projection
• Taming Hyperparameter Sensitivity in Data Attribution: Practical Selection Without Costly Retraining
• V2X-Radar: A Multi-modal Dataset with 4D Radar for Cooperative Perception