arXiv Artificial IntelligenceTarget-Aligned Fusion for Decision-Sequence Learning under Dynamics Shift
arXiv:2511.09173v3 Announce Type: replace-cross Abstract: External trajectories can improve offline…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceGraphCliff: Short-Long Range Gating for Modeling Critical Activity Changes Caused by Subtle Molecular Differences
arXiv:2511.03170v3 Announce Type: replace-cross Abstract: The quantitative structure-activity relationship…
arXiv Artificial IntelligenceToward Understanding the Transferability of Adversarial Suffixes in Large Language Models
arXiv:2510.22014v2 Announce Type: replace-cross Abstract: Discrete optimization-based jailbreaking attacks on…
arXiv Artificial IntelligenceObfuscation Rules for Detecting and Detoxifying Korean Toxicity
arXiv:2510.10961v4 Announce Type: replace-cross Abstract: As language models become increasingly deployed in…
arXiv Artificial IntelligenceMalice in Agentland: Down the Rabbit Hole of Backdoors in the AI Supply Chain
arXiv:2510.05159v5 Announce Type: replace-cross Abstract: While finetuning AI agents on interaction data…
arXiv Artificial IntelligenceMechanism of Task-oriented Information Removal in In-context Learning
arXiv:2509.21012v4 Announce Type: replace-cross Abstract: In-context Learning (ICL) is an emerging few-shot…
arXiv Artificial IntelligenceUncovering Spontaneous Physics Representations in In-Context Learning
arXiv:2508.12448v2 Announce Type: replace-cross Abstract: In-context learning (ICL) lets large language…
arXiv Artificial IntelligenceSpeech LLMs in Low-Resource Scenarios: Data Volume Requirements and the Impact of Pretraining on High-Resource Languages
arXiv:2508.05149v2 Announce Type: replace-cross Abstract: Large language models (LLMs) have demonstrated…
arXiv Artificial IntelligenceFrom Generator to Embedder: Harnessing Innate Abilities of Multimodal LLMs via Building Zero-Shot Discriminative Embedding Model
arXiv:2508.00955v3 Announce Type: replace-cross Abstract: Adapting generative Multimodal Large Language…
arXiv Artificial IntelligenceIPPRO: Importance-based Pruning with PRojective Offset for Magnitude-indifferent Structural Pruning
arXiv:2507.14171v3 Announce Type: replace-cross Abstract: Importance-based structured pruning overwhelmingly…
arXiv Artificial IntelligenceOne-Point Contraction: Erasing Representational Separability toward Irreversible Deep Forgetting
arXiv:2507.07754v3 Announce Type: replace-cross Abstract: Machine unlearning is usually evaluated by what the…
arXiv Artificial IntelligenceBeyond Either-Or Reasoning: Transduction and Induction as Cooperative Problem-Solving Paradigms
arXiv:2505.14744v3 Announce Type: replace-cross Abstract: Traditionally, in Programming-by-example (PBE) the…
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