{"total":20,"rows":[{"id":"2311.18651","title":"LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding, Reasoning, and Planning","created":"2023-11-30","cited_by_count":210,"area":"lr"},{"id":"2506.03135","title":"OmniSpatial: Towards Comprehensive Spatial Reasoning Benchmark for Vision Language Models","created":"2025-06-03","cited_by_count":114,"area":"lr"},{"id":"2409.02389","title":"Multi-modal Situated Reasoning in 3D Scenes","created":"2024-09-04","cited_by_count":51,"area":"lr"},{"id":"2502.13143","title":"SoFar: Language-Grounded Orientation Bridges Spatial Reasoning and Object Manipulation","created":"2025-02-18","cited_by_count":46,"area":"lr"},{"id":"2310.16035","title":"What's Left? Concept Grounding with Logic-Enhanced Foundation Models","created":"2023-10-24","cited_by_count":33,"area":"lr"},{"id":"2510.13800","title":"Reasoning in Space via Grounding in the World","created":"2025-10-15","cited_by_count":19,"area":"lr"},{"id":"2410.02429","title":"IoT-LLM: a framework for enhancing Large Language Model reasoning from real-world sensor data","created":"2024-10-03","cited_by_count":18,"area":"lr"},{"id":"2310.06214","title":"CoT3DRef: Chain-of-Thoughts Data-Efficient 3D Visual Grounding","created":"2023-10-10","cited_by_count":13,"area":"lr"},{"id":"2205.15678","title":"Automatic Relation-aware Graph Network Proliferation","created":"2022-05-31","cited_by_count":6,"area":"lr"},{"id":"2603.08592","title":"Boosting MLLM Spatial Reasoning with Geometrically Referenced 3D Scene Representations","created":"2026-03-09","cited_by_count":5,"area":"lr"},{"id":"2506.21188","title":"GroundFlow: A Plug-in Module for Temporal Reasoning on 3D Point Cloud Sequential Grounding","created":"2025-06-26","cited_by_count":4,"area":"lr"},{"id":"2606.12334","title":"Fourier Features Let Agents Learn High Precision Policies with Imitation Learning","created":"2026-06-10","cited_by_count":2,"area":"lr"},{"id":"2304.14382","title":"Analogy-Forming Transformers for Few-Shot 3D Parsing","created":"2023-04-27","cited_by_count":1,"area":"lr"},{"id":"2602.20608","title":"VAGNet: Grounding 3D Affordance from Human-Object Interactions in Videos","created":"2026-02-24","cited_by_count":1,"area":"lr"},{"id":"2603.17993","title":"GMT: Goal-Conditioned Multimodal Transformer for 6-DOF Object Trajectory Synthesis in 3D Scenes","created":"2026-03-18","cited_by_count":1,"area":"lr"},{"id":"2603.24721","title":"Scalable Object Relation Encoding for Better 3D Spatial Reasoning in Large Language Models","created":"2026-03-25","cited_by_count":1,"area":"lr"},{"id":"2507.01800","title":"HCNQA: Enhancing 3D VQA with Hierarchical Concentration Narrowing Supervision","created":"2025-07-02","cited_by_count":0,"area":"lr"},{"id":"2508.15548","title":"DeepThink3D: Enhancing Large Language Models with Programmatic Reasoning in Complex 3D Situated Reasoning Tasks","created":"2025-08-21","cited_by_count":0,"area":"lr"},{"id":"2604.21160","title":"Reinforcing 3D Understanding in Point-VLMs via Geometric Reward Credit Assignment","created":"2026-04-23","cited_by_count":0,"area":"lr"},{"id":"2607.06620","title":"SpaR3D-MoE: Adaptive 3D Spatial Reasoning from Sparse Views Meets Geometry-Inductive Mixture-of-Experts","created":"2026-07-07","cited_by_count":0,"area":"lr"}],"next_cursor":null}