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cs.AI2026
CreativityBench: Evaluating Agent Creative Reasoning via Affordance-Based Tool Repurposing
Cheng Qian, Hyeonjeong Ha, Jiayu Liu +10
Recent advances in large language models have led to strong performance on reasoning and environment-interaction tasks, yet their ability for creative problem-solving remains under…
cs.CV2026
DeVI: Physics-based Dexterous Human-Object Interaction via Synthetic Video Imitation
Hyeonwoo Kim, Jeonghwan Kim, Kyungwon Cho +2
Physics-based character control for dexterous Human-Object Interaction (HOI) relies heavily on motion-capture data, which limits its applicability beyond captured scenarios. Meanwh…
cs.LG2026
Protein Language Models Diverge from Natural Language: Comparative Analysis and Improved Inference
Anna Hart, Chi Han, Jeonghwan Kim +2
Modern Protein Language Models (PLMs) apply transformer-based model architectures from natural language processing to biological sequences, predicting a variety of protein function…