25 citations · 69 across the 11 of their papers we have counts for
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cs.RO2026
Geo-VLA: Geometry-Aware Vision-Language-Action Planning via Internalization of Map Semantics
Ran Chen, Jiaxing Ren, Zhikun Zhang +3
Vision-language-action (VLA) models have advanced end-to-end autonomous driving by leveraging foundation models for semantic reasoning and long-tail generalization. However, their…
cs.CL2026
RRM: Experience-Driven Reflective Retrieval Memory for Long-Horizon Multimodal Reasoning
Jingxiang Fan, Junbao Zhuo, Bochao Zou
Existing multimodal long-term memory agents use external memory to overcome the limited context available for long videos. However, most methods emphasize what to store rather than…
cs.CV2026
Video-Only ToM: Enhancing Theory of Mind in Multimodal Large Language Models
Siqi Liu, Xinyang Li, Bochao Zou +3
As large language models (LLMs) continue to advance, there is increasing interest in their ability to infer human mental states and demonstrate a human-like Theory of Mind (ToM). M…