Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following | Paper Citation Record

Observation c7239216-2861-4a65-ace9-fbe23b8d32f4 · inbound

LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention cites this paper.

LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 109

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T23:07:42.622601Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2b2ea280-db75-4de4-bd15-237819b722e0 · inbound

SPHINX: The Joint Mixing of Weights, Tasks, and Visual Embeddings for Multi-modal Large Language Models cites this paper.

SPHINX: The Joint Mixing of Weights, Tasks, and Visual Embeddings for Multi-modal Large Language Models Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:03:26.883172Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 63e58c97-9553-4247-933f-e64629c117d9 · inbound

MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems? cites this paper.

MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems? Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 23

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T01:29:30.121405Z

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Observation 080577c8-4f50-4d7f-a6ab-4f3b2ac2b91e · inbound

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models cites this paper.

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:01:54.075378Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ee4d18be-d8a8-4d3a-8433-57f5ae56d34d · inbound

LLaVA-OneVision: Easy Visual Task Transfer cites this paper.

LLaVA-OneVision: Easy Visual Task Transfer Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-10T14:23:49.552473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6b4cb0ed-a327-4aff-827a-e27a4f09a8dc · inbound

Polymath: A Challenging Multi-modal Mathematical Reasoning Benchmark cites this paper.

Polymath: A Challenging Multi-modal Mathematical Reasoning Benchmark Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-23T20:05:47.810561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e5f36373-22e4-4d0a-8927-2f1f0ca5b3ce · inbound

XMask3D: Cross-modal Mask Reasoning for Open Vocabulary 3D Semantic Segmentation cites this paper.

XMask3D: Cross-modal Mask Reasoning for Open Vocabulary 3D Semantic Segmentation Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T16:46:09.898818Z

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Observation 79aa4343-2b7f-46b8-9a49-10707bb728af · inbound

Multimodal 3D Reasoning Segmentation with Complex Scenes cites this paper.

Multimodal 3D Reasoning Segmentation with Complex Scenes Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T15:47:37.115653Z

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Observation c42e3d4c-4679-49c7-b7ef-9aff57d943c2 · inbound

MICAS: Multi-grained In-Context Adaptive Sampling for 3D Point Cloud Processing cites this paper.

MICAS: Multi-grained In-Context Adaptive Sampling for 3D Point Cloud Processing Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T13:35:40.800734Z

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Observation d718883a-8478-4927-8f57-37d366037e8d · inbound

SAR3D: Autoregressive 3D Object Generation and Understanding via Multi-scale 3D VQVAE cites this paper.

SAR3D: Autoregressive 3D Object Generation and Understanding via Multi-scale 3D VQVAE Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T12:52:10.167237Z

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Observation e390967d-dcdd-425c-ac04-c8266c754a76 · inbound

Lift3D Foundation Policy: Lifting 2D Large-Scale Pretrained Models for Robust 3D Robotic Manipulation cites this paper.

Lift3D Foundation Policy: Lifting 2D Large-Scale Pretrained Models for Robust 3D Robotic Manipulation Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-12T11:06:12.864682Z

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Observation a4448104-fa27-41da-bf9f-d48299e08c4d · inbound

LSceneLLM: Enhancing Large 3D Scene Understanding Using Adaptive Visual Preferences cites this paper.

LSceneLLM: Enhancing Large 3D Scene Understanding Using Adaptive Visual Preferences Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T04:35:36.836304Z

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Observation c601d7a0-ab0d-4afa-92ed-e20d9e70784c · inbound

MuMu-LLaMA: Multi-modal Music Understanding and Generation via Large Language Models cites this paper.

MuMu-LLaMA: Multi-modal Music Understanding and Generation via Large Language Models Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T19:31:43.815043Z

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Observation 296da122-4568-4268-9d3a-54963c89ba5a · inbound

Towards Modality Generalization: A Benchmark and Prospective Analysis cites this paper.

Towards Modality Generalization: A Benchmark and Prospective Analysis Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T04:55:17.081012Z

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Observation 088d3bb2-e42d-4c43-84b7-89d1750a40bf · inbound

GPT4Scene: Understand 3D Scenes from Videos with Vision-Language Models cites this paper.

GPT4Scene: Understand 3D Scenes from Videos with Vision-Language Models Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T22:32:55.301412Z

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Observation 3a9a78d0-17a9-47c7-9e3f-86ad738ffc39 · inbound

Hyperbolic Contrastive Learning for Hierarchical 3D Point Cloud Embedding cites this paper.

Hyperbolic Contrastive Learning for Hierarchical 3D Point Cloud Embedding Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T22:19:56.250068Z

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Observation ea930fc1-ced0-4f12-be11-471d0703ff7e · inbound

CL3DOR: Contrastive Learning for 3D Large Multimodal Models via Odds Ratio on High-Resolution Point Clouds cites this paper.

CL3DOR: Contrastive Learning for 3D Large Multimodal Models via Odds Ratio on High-Resolution Point Clouds Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T21:48:26.988637Z

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Observation 147724f4-f3a0-4a5f-928d-2feeb035c551 · inbound

IMAGINE-E: Image Generation Intelligence Evaluation of State-of-the-art Text-to-Image Models cites this paper.

IMAGINE-E: Image Generation Intelligence Evaluation of State-of-the-art Text-to-Image Models Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T15:31:35.517200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d5d7674-a9f3-4190-b90c-9bcdb95d3c78 · inbound

Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step cites this paper.

Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T15:32:46.195022Z

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Unavailable: canonical work link unavailable.

Observation 24ffe4b5-2dae-4888-a3ad-20a8aa220429 · inbound

Scaling LLaNA: Advancing NeRF-Language Understanding Through Large-Scale Training cites this paper.

Scaling LLaNA: Advancing NeRF-Language Understanding Through Large-Scale Training Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T12:03:16.395096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57daca8a-8f45-4737-a16f-2604620fa634 · inbound

VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models cites this paper.

VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T11:33:47.123124Z

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Observation 4c30594e-b689-472e-bb37-e0bffc51e018 · inbound

PICO: Reconstructing 3D People In Contact with Objects cites this paper.

PICO: Reconstructing 3D People In Contact with Objects Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T10:39:54.386245Z

Source-reported events for the cited work

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Observation 582c9234-5cd1-4879-b6e5-f2e013dbc122 · inbound

Masked Point-Entity Contrast for Open-Vocabulary 3D Scene Understanding cites this paper.

Masked Point-Entity Contrast for Open-Vocabulary 3D Scene Understanding Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T05:58:27.435522Z

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Unavailable: canonical work link unavailable.

Observation fb9951c6-01da-41c6-b870-43e634eac887 · inbound

SVL: Empowering Spiking Neural Networks for Efficient 3D Open-World Understanding cites this paper.

SVL: Empowering Spiking Neural Networks for Efficient 3D Open-World Understanding Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 59

Resolution: verified exact; arxiv_id, observed 2026-05-22T02:14:31.402477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1fb51303-b186-4311-81fd-ed0387cc064f · inbound

Uni3D-MoE: Scalable Multimodal 3D Scene Understanding via Mixture of Experts cites this paper.

Uni3D-MoE: Scalable Multimodal 3D Scene Understanding via Mixture of Experts Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T13:46:13.736700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dcc3e57-1339-43a5-89b4-aa16ea337daa · inbound

Does Your 3D Encoder Really Work? When Pretrain-SFT from 2D VLMs Meets 3D VLMs cites this paper.

Does Your 3D Encoder Really Work? When Pretrain-SFT from 2D VLMs Meets 3D VLMs Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T10:25:44.471372Z

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Unavailable: canonical work link unavailable.

Observation a0b0bc7b-2015-4230-ba85-88eeb169b2dd · inbound

MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning cites this paper.

MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:48.831388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c99c45f-392a-4f2b-81e0-ccb75022e912 · inbound

Aligning Proteins and Language: A Foundation Model for Protein Retrieval cites this paper.

Aligning Proteins and Language: A Foundation Model for Protein Retrieval Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T13:50:49.128007Z

Source-reported events for the cited work

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Observation b9d52e38-0094-444f-aa1f-65c4f97ce632 · inbound

Scene-R1: Video-Grounded Large Language Models for 3D Scene Reasoning without 3D Annotations cites this paper.

Scene-R1: Video-Grounded Large Language Models for 3D Scene Reasoning without 3D Annotations Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T23:34:51.681819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44a72786-e440-4241-b3d0-a9436f35572d · inbound

Enhancing Spatial Reasoning in Multimodal Large Language Models through Reasoning-based Segmentation cites this paper.

Enhancing Spatial Reasoning in Multimodal Large Language Models through Reasoning-based Segmentation Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T21:52:59.369243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18c0dbd6-b05f-4c15-a4df-c38a6f616566 · inbound

Fast3D: Accelerating 3D Multi-modal Large Language Models for Efficient 3D Scene Understanding cites this paper.

Fast3D: Accelerating 3D Multi-modal Large Language Models for Efficient 3D Scene Understanding Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T18:02:59.359288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09301636-1c60-43b7-806a-0de568cf3f9b · inbound

Argus: Leveraging Multiview Images for Improved 3-D Scene Understanding With Large Language Models cites this paper.

Argus: Leveraging Multiview Images for Improved 3-D Scene Understanding With Large Language Models Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T16:42:13.251847Z

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Unavailable: canonical work link unavailable.

Observation cb278c4f-bce7-469a-87bf-a312ab79e322 · inbound

NeuroVoxel-LM: Language-Aligned 3D Perception via Dynamic Voxelization and Meta-Embedding cites this paper.

NeuroVoxel-LM: Language-Aligned 3D Perception via Dynamic Voxelization and Meta-Embedding Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T13:48:02.658757Z

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Unavailable: canonical work link unavailable.

Observation 024d5114-7247-4ace-a7d7-45e71e900995 · inbound

RelMap: Reliable Spatiotemporal Sensor Data Visualization via Imputative Spatial Interpolation cites this paper.

RelMap: Reliable Spatiotemporal Sensor Data Visualization via Imputative Spatial Interpolation Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T05:45:38.656582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d63d3400-c36f-4480-b124-c841d9bcdf57 · inbound

MeshLLM: Empowering Large Language Models to Progressively Understand and Generate 3D Mesh cites this paper.

MeshLLM: Empowering Large Language Models to Progressively Understand and Generate 3D Mesh Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T05:46:02.903719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d699655-fa0b-4b15-8b7d-d26d123166e9 · inbound

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild cites this paper.

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T21:53:38.546874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f32692a-f101-4fee-a90b-a1b6bcbbc49b · inbound

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints cites this paper.

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T17:07:09.736041Z

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Unavailable: canonical work link unavailable.

Observation 84f5614f-93ca-4b8c-8136-58b77355c6a4 · inbound

Calibrated Multimodal Representation Learning with Missing Modalities cites this paper.

Calibrated Multimodal Representation Learning with Missing Modalities Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-17T22:10:22.660828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e61121aa-809c-44e4-a755-e5b43e9b7d83 · inbound

Rethinking Multimodal Few-Shot 3D Point Cloud Segmentation: From Fused Refinement to Decoupled Arbitration cites this paper.

Rethinking Multimodal Few-Shot 3D Point Cloud Segmentation: From Fused Refinement to Decoupled Arbitration Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T12:50:01.034749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26024ed0-c9be-4d31-be8a-7c3e922ab0e1 · inbound

Pointy - A Lightweight Transformer for Point Cloud Foundation Models cites this paper.

Pointy - A Lightweight Transformer for Point Cloud Foundation Models Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-15T13:30:01.609235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 860ced58-9fcd-4dd9-a5c6-08df71a734a3 · inbound

Feeling the Space: Egomotion-Aware Video Representation for Efficient and Accurate 3D Scene Understanding cites this paper.

Feeling the Space: Egomotion-Aware Video Representation for Efficient and Accurate 3D Scene Understanding Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 22

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T09:30:22.462415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fc0d30ca-9ace-47ee-aae3-8a25e85ce2a6 · inbound

Generation Models Know Space: Unleashing Implicit 3D Priors for Scene Understanding cites this paper.

Generation Models Know Space: Unleashing Implicit 3D Priors for Scene Understanding Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T17:54:04.904102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a95df81-557a-4628-91a3-784c68deacc3 · inbound

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM cites this paper.

Chat-Scene++: Exploiting Context-Rich Object Identification for 3D LLM Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:32:59.409437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5ec2897e-d7c3-4518-a28f-f3a1f3b05512 · inbound

RGB-Pointmap Pretraining for Unified 3D Scene Understanding cites this paper.

RGB-Pointmap Pretraining for Unified 3D Scene Understanding Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T21:23:17.900121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8ad60e09-435a-4793-aa0d-2884ed868abf · inbound

Efficient3D: A Unified Framework for Adaptive and Debiased Token Reduction in 3D MLLMs cites this paper.

Efficient3D: A Unified Framework for Adaptive and Debiased Token Reduction in 3D MLLMs Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-13T19:48:11.404582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bb3797ac-0573-40bb-893f-d23c12f67e7d · inbound

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities cites this paper.

Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:30:59.344899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 22b41bc1-497c-41a9-90d5-cfed256071a6 · inbound

Reinforcing 3D Understanding in Point-VLMs via Geometric Reward Credit Assignment cites this paper.

Reinforcing 3D Understanding in Point-VLMs via Geometric Reward Credit Assignment Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-09T23:04:18.054828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 41006236-384f-48d0-967e-987897c84767 · inbound

SGSoft: Learning Fused Semantic-Geometric Features for 3D Shape Correspondence via Template-Guided Soft Signals cites this paper.

SGSoft: Learning Fused Semantic-Geometric Features for 3D Shape Correspondence via Template-Guided Soft Signals Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-20T11:53:15.141947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bb6a6b9a-3818-4e0a-a863-38a7bfce053d · inbound

MathVis-Fine: Aligning Visual Supervision with Necessity via Progressive Dependency-Guided Training for Multimodal Mathematical Reasoning cites this paper.

MathVis-Fine: Aligning Visual Supervision with Necessity via Progressive Dependency-Guided Training for Multimodal Mathematical Reasoning Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 80

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T20:18:57.763666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e7e808af-abb6-456d-a443-0ebefd3e80f8 · inbound

Occ-VLM: Occupancy Grounded Vision Language Model for Indoor Scene Understanding cites this paper.

Occ-VLM: Occupancy Grounded Vision Language Model for Indoor Scene Understanding Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T02:59:25.799065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 083afcaf-f843-4667-976e-a20b19ff9d03 · inbound

3D-PLOT-LLM: Part-Level Object Tokens for 3D Large Language Models cites this paper.

3D-PLOT-LLM: Part-Level Object Tokens for 3D Large Language Models Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T03:09:29.323841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cc7bc106-3e0b-4cde-94ca-d2f97f99e77a · inbound

MV-GEL: Language-Driven Multi-View Geometric Entity Localization on Meshes cites this paper.

MV-GEL: Language-Driven Multi-View Geometric Entity Localization on Meshes Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T10:05:40.451224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 85be3b90-7c38-49e4-8bab-740661559d48 · inbound

MV-GEL: Language-Driven Multi-View Geometric Entity Localization on Meshes cites this paper.

MV-GEL: Language-Driven Multi-View Geometric Entity Localization on Meshes Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T09:23:10.452175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1acf887-f64c-4ed8-a250-ec3305992d20 · inbound

SpaceEra++: A Unified Framework Towards 3D Spatial Reasoning in Video cites this paper.

SpaceEra++: A Unified Framework Towards 3D Spatial Reasoning in Video Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-07-03T16:18:37.260308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 131fa64a-d148-48f8-88e0-f269398cb505 · inbound

Hallo4D: Multi-Modal Hallucination Mitigation for Consistent Spatio-Temporal Generation cites this paper.

Hallo4D: Multi-Modal Hallucination Mitigation for Consistent Spatio-Temporal Generation Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-02T06:23:28.101393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ba8b9c3-c4ab-43e9-9f7c-f875897ca14e · inbound

Beyond Single Expert: Harmonizing Diverse Visual Priors in MLLMs for Spatial Understanding cites this paper.

Beyond Single Expert: Harmonizing Diverse Visual Priors in MLLMs for Spatial Understanding Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T00:23:01.446109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cac77ab-1356-46cc-99b1-f15769faffd5 · inbound

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding cites this paper.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T04:28:21.948953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af998083-3948-4289-a462-9bf20c369917 · inbound

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding cites this paper.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T04:30:40.838444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f9aacc4-5617-4525-b65e-333599fa3935 · inbound

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding cites this paper.

SmartMage: Dynamic Modality Orchestration for 3D Scene Understanding Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T04:18:06.824915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers