13 citations · 18 across the 12 of their papers we have counts for
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cs.AI2026
PhysAlign: A Benchmark for Evidence-Grounded Role Alignment in Multimodal Physics Reasoning
Kecheng Liang, Haoyang Liu, Zexin Chen +5
A key challenge in physics diagram understanding is correctly associating visual information with the physical entities, relations, and conditions it describes. Even when a value,…
cs.AI2026
World Agent: Can Language Models Keep a World Running?
Weixing Chen, Weipeng Zhang, Nan An +2
World models are moving from generating realistic frames to generating playable worlds, yet whether a delivered world can keep running is not tested anywhere. Existing evaluations…
cs.AI2023★ 3 cited
Towards CausalGPT: A Multi-Agent Approach for Faithful Knowledge Reasoning via Promoting Causal Consistency in LLMs
Ziyi Tang, Ruilin Wang, Weixing Chen +6
Despite the progress of foundation models, knowledge-based reasoning remains a persistent challenge due to their limited capacity for knowledge recall and inference. Existing metho…