Intra-Architecture Source Attribution for Stable Diffusion: A New Task with Benchmark Dataset and Baseline
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Clips2Story: Training-Free Video Storyboarding and Editing Using Multimodal Retrieval-Embedded Generation
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EvoGuard: Mitigating Degradation in Online Skill Evolution
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EnzymeRSI: A dual-loop recursive self-improvement system for enzyme design
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LegalEvolver: Agentic Legal Judgment Prediction via Rubric-Guided Self-Evolution
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MA-Mesh: Resilient Multi-Agent Collaboration via Role-based Self-Healing
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Twists and Turns: A Graph-Based Benchmark and Framework for Long-Term Memory in Exploration Tasks
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Does Context Compression Preserve Refusal Alignment?
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EviSeek: An Evidence-Centric Agentic Framework for Embodied Active Information Seeking
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Tools Need Not Speak in Text: Latent Context Compression for Agents
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STEK: Structural-Terrain-Enhanced Koopman-Inspired Cross-Channel Regularization for Retrospective Battery Multi-Target Estimation
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FedIA: Instance-Aware Cross-Modal Representations for Federated Prompt Learning
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