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Xiangyang Ji

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• Dynamics-Predictive Sampling for Active RL Finetuning of Large Reasoning Models
• FlattenGPT: Depth Compression for Transformer with Layer Flattening
• Unveiling Perceptual Artifacts: A Fine-Grained Benchmark for Interpretable AI-Generated Image Detection
• Bridging Cognitive Gap: Hierarchical Description Learning for Artistic Image Aesthetics Assessment
• Learning to Remove Lens Flare in Event Camera
• Adaptive Neighborhood-Constrained Q Learning for Offline Reinforcement Learning
• Delving into Cascaded Instability: A Lipschitz Continuity View on Image Restoration and Object Detection Synergy
• Utility-Diversity Aware Online Batch Selection for LLM Supervised Fine-tuning
• Fly-CL: A Fly-Inspired Framework for Enhancing Efficient Decorrelation and Reduced Training Time in Pre-trained Model-based Continual Representation Learning
• FML-bench: Benchmarking Machine Learning Agents for Scientific Research
• FlyLoRA: Boosting Task Decoupling and Parameter Efficiency via Implicit Rank-Wise Mixture-of-Experts