Paper Citation Record · LEDGER

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding

As of 9 August 2026, this Paper Citation Record lists 73 of 73 outbound references and 2 inbound Pith citation observations for arXiv:2507.23777.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2507.23777 v2

Coverage vector

measured 73 of 73 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T10:29:56.335625Z

measured 75 of 75 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-01T06:54:22.727115Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-01T06:55:28.926184Z

Reference resolution

73 of 73 outbound references displayed

verified exact4
verified fuzzy37
unresolved32
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation aeeb084e-6a13-43b9-8476-16efb96201d3 · outbound

This paper cites Meshgpt: Gen- erating triangle meshes with decoder-only transformers,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Meshgpt: Gen- erating triangle meshes with decoder-only transformers,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.964291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 45836ab4-6dcc-4cb1-a06b-1a19f91f3718 · outbound

This paper cites Meshxl: Neural coordi- nate field for generative 3d foundation models,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Meshxl: Neural coordi- nate field for generative 3d foundation models,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.945844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1105e43e-d3bd-4522-bca7-4e9423a84bd4 · outbound

This paper cites MeshAnything: Artist-Created Mesh Generation with Autoregressive Transformers.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding MeshAnything: Artist-Created Mesh Generation with Autoregressive Transformers

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:54.558254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e5617b9-3f1f-4cd0-b7f7-407cb6da8b80 · outbound

This paper cites Scaling mesh generation via compressive tokenization,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Scaling mesh generation via compressive tokenization,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.930667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9d17abef-e048-4ae8-8482-2d75e2757b07 · outbound

This paper cites DeepMesh: Auto-Regressive Artist-mesh Creation with Reinforcement Learning.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding DeepMesh: Auto-Regressive Artist-mesh Creation with Reinforcement Learning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:54.694304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cccece3f-222c-4653-a97b-c5a9c03e2710 · outbound

This paper cites Mesh-rft: Enhancing mesh gen- eration via fine-grained reinforcement fine-tuning,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Mesh-rft: Enhancing mesh gen- eration via fine-grained reinforcement fine-tuning,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:54.754050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8a025a9-6042-4593-942f-4a25b1e77a65 · outbound

This paper cites Fast inference from transformers via speculative decoding,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Fast inference from transformers via speculative decoding,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.916190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 672225d5-f4f1-46b5-991c-66c45dd1075a · outbound

This paper cites Accelerating Large Language Model Decoding with Speculative Sampling.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Accelerating Large Language Model Decoding with Speculative Sampling

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:54.914507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72d27d9d-b5e9-4e46-ac23-eb3bdf5c4b50 · outbound

This paper cites Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:54.981890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c971b7e6-42ec-4fae-8b82-0f526e8adf8b · outbound

This paper cites Over-Tokenized Transformer: Vocabulary is Generally Worth Scaling.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Over-Tokenized Transformer: Vocabulary is Generally Worth Scaling

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:55.049059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1ee30c4-1a25-4bec-aa50-1b862473ae4e · outbound

This paper cites The Llama 3 Herd of Models.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding The Llama 3 Herd of Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:55.109400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07ee189d-93a7-4e5b-a271-c1d52a4fe587 · outbound

This paper cites Qwen3 Technical Report.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Qwen3 Technical Report

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:55.216330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0db0038e-a3ab-4a2e-a712-ff7412fb1bf0 · outbound

This paper cites Learning a probabilistic latent space of object shapes via 3d generative-adversarial modeling,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Learning a probabilistic latent space of object shapes via 3d generative-adversarial modeling,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.901247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1e9fea37-16c8-4e3c-9f8b-10b29160dfdb · outbound

This paper cites O-cnn: Octree-based convolutional neural networks for 3d shape analysis,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding O-cnn: Octree-based convolutional neural networks for 3d shape analysis,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.884530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 78026b4a-cc7e-418a-bd04-802943727d89 · outbound

This paper cites Diffusion probabilistic models for 3d point cloud generation,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Diffusion probabilistic models for 3d point cloud generation,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.867290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 63401d91-de34-41dc-97d4-90eadbacb528 · outbound

This paper cites Shap-E: Generating Conditional 3D Implicit Functions.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Shap-E: Generating Conditional 3D Implicit Functions

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:55.643626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03e28159-7c5b-4f17-9d26-1414681d25cd · outbound

This paper cites Pointnet: Deep learning on point sets for 3d classification and segmentation,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Pointnet: Deep learning on point sets for 3d classification and segmentation,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.852216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ebea399b-9d4d-4993-82a4-75accf609dd4 · outbound

This paper cites WildSeg3D: Segment Any 3D Objects in the Wild from 2D Images.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding WildSeg3D: Segment Any 3D Objects in the Wild from 2D Images

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-06T10:29:57.179802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6bc7c811-98ea-4acf-a7fb-34ab03d171e7 · outbound

This paper cites Learning implicit fields for gen- erative shape modeling,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Learning implicit fields for gen- erative shape modeling,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.836912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2fe050fe-5196-4daa-9fa8-a5f57327947e · outbound

This paper cites Deepsdf: Learning continuous signed dis- tance functions for shape representation,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Deepsdf: Learning continuous signed dis- tance functions for shape representation,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.822450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5a706d02-fd48-4851-acf1-5c2e00e4bda4 · outbound

This paper cites Rip-nerf: Learn- ing rotation-invariant point-based neural radiance field for fine-grained editing and compositing,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Rip-nerf: Learn- ing rotation-invariant point-based neural radiance field for fine-grained editing and compositing,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.806690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 13835d0b-c4a3-4df9-a9aa-6d1287d0afcc · outbound

This paper cites Sg-nerf: Semantic-guided point- based neural radiance fields,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Sg-nerf: Semantic-guided point- based neural radiance fields,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.789747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e077a7c4-0ebd-43a5-a0fe-0f1b73b4e224 · outbound

This paper cites Nerf-dets: Enhancing multi-view 3d object detection with sampling- adaptive network of continuous nerf-based representation,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Nerf-dets: Enhancing multi-view 3d object detection with sampling- adaptive network of continuous nerf-based representation,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.774568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 83870f5c-5641-4199-bece-74c51225be88 · outbound

This paper cites 3d gaussian splatting for real-time radiance field rendering.,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding 3d gaussian splatting for real-time radiance field rendering.,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.754657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2eedba1d-30bc-4bd6-9568-57afb3819215 · outbound

This paper cites Director3d: Real-world camera trajectory and 3d scene generation from text,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Director3d: Real-world camera trajectory and 3d scene generation from text,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.739171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation aad769e4-a8c5-4617-89a3-efe6146e5311 · outbound

This paper cites We-gs: An in-the-wild effi- cient 3d gaussian representation for unconstrained photo col- lections,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding We-gs: An in-the-wild effi- cient 3d gaussian representation for unconstrained photo col- lections,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.723282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 027a581f-d2cd-4d9c-b232-3efc4b0ceb9f · outbound

This paper cites Look at the sky: Sky-aware efficient 3d gaussian splatting in the wild,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Look at the sky: Sky-aware efficient 3d gaussian splatting in the wild,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.707702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 203db771-f7d4-430d-aad8-bfb252a7cc01 · outbound

This paper cites Evolving High-Quality Rendering and Reconstruction in a Unified Framework with Contribution-Adaptive Regularization.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Evolving High-Quality Rendering and Reconstruction in a Unified Framework with Contribution-Adaptive Regularization

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-06T10:29:57.157969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ac587b6c-0cd3-42bd-9296-dbad86bfa136 · outbound

This paper cites Goi: Find 3d gaussians of interest with an optimizable open-vocabulary semantic-space hyperplane,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Goi: Find 3d gaussians of interest with an optimizable open-vocabulary semantic-space hyperplane,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.691840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5630a894-7b46-45ff-9b3c-0d394a5eea8c · outbound

This paper cites Training-Free Hierarchical Scene Understanding for Gaussian Splatting with Superpoint Graphs.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Training-Free Hierarchical Scene Understanding for Gaussian Splatting with Superpoint Graphs

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:56.129061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85303217-9f57-4686-82cd-5a813bc07f10 · outbound

This paper cites DreamFusion: Text-to-3D using 2D Diffusion.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding DreamFusion: Text-to-3D using 2D Diffusion

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:56.133803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8f5114b-7516-43fe-b399-77b6cdeee652 · outbound

This paper cites Prolificdreamer: High-fidelity and diverse text-to-3d gener- ation with variational score distillation,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Prolificdreamer: High-fidelity and diverse text-to-3d gener- ation with variational score distillation,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.676880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation debe31cf-c544-4800-9cd3-3840e93ef965 · outbound

This paper cites HiFA: High-fidelity Text-to-3D Generation with Advanced Diffusion Guidance.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding HiFA: High-fidelity Text-to-3D Generation with Advanced Diffusion Guidance

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:56.142752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98833677-986f-41c9-b49b-0e57ce6008d0 · outbound

This paper cites SweetDreamer: Aligning Geometric Priors in 2D Diffusion for Consistent Text-to-3D.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding SweetDreamer: Aligning Geometric Priors in 2D Diffusion for Consistent Text-to-3D

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:56.147515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a11c2ddf-8338-4b86-a234-0af02e7eab90 · outbound

This paper cites Magic3d: High-resolution text-to-3d content creation,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Magic3d: High-resolution text-to-3d content creation,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.662370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f28ac6ce-55de-41d4-89d9-7595d64b6ed1 · outbound

This paper cites DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content Creation.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content Creation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:56.157331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6651f622-3a0c-42c5-8783-228303fbcb1f · outbound

This paper cites Gaussiandreamer: Fast generation from text to 3d gaussians by bridging 2d and 3d diffusion models,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Gaussiandreamer: Fast generation from text to 3d gaussians by bridging 2d and 3d diffusion models,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.647346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ffee0f21-65df-43c1-80d3-a9d1b2718a17 · outbound

This paper cites Drag Your Gaussian: Effective Drag-Based Editing with Score Distillation for 3D Gaussian Splatting.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Drag Your Gaussian: Effective Drag-Based Editing with Score Distillation for 3D Gaussian Splatting

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:56.167414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4accc920-a937-4d0e-a823-e182cbb3b7f5 · outbound

This paper cites Zero-1-to-3: Zero-shot one image to 3d object,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Zero-1-to-3: Zero-shot one image to 3d object,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.632200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8b83fa03-910a-43d3-bf4d-a55404044e29 · outbound

This paper cites Zero123++: a Single Image to Consistent Multi-view Diffusion Base Model.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Zero123++: a Single Image to Consistent Multi-view Diffusion Base Model

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:56.176844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86cf2a96-5a41-40d9-814a-de5589325862 · outbound

This paper cites DeOcc-1-to-3: 3D De-Occlusion from a Single Image via Self-Supervised Multi-View Diffusion.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding DeOcc-1-to-3: 3D De-Occlusion from a Single Image via Self-Supervised Multi-View Diffusion

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:56.182287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9f29e90-7b1c-40d1-9070-c1d3d58469bb · outbound

This paper cites LRM: Large Reconstruction Model for Single Image to 3D.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding LRM: Large Reconstruction Model for Single Image to 3D

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:56.187322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a11fe2c-ecad-40d8-b82b-43a781533ff3 · outbound

This paper cites Lgm: Large multi-view gaussian model for high-resolution 3d content creation,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Lgm: Large multi-view gaussian model for high-resolution 3d content creation,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.617225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1c51a86c-06b5-4208-a5a3-95ec26ec00ac · outbound

This paper cites InstantMesh: Efficient 3D Mesh Generation from a Single Image with Sparse-view Large Reconstruction Models.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding InstantMesh: Efficient 3D Mesh Generation from a Single Image with Sparse-view Large Reconstruction Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:56.197357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c3beaf3-67ac-4b37-bc5e-5077fff53b22 · outbound

This paper cites Clay: A controllable large-scale generative model for creating high-quality 3d assets,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Clay: A controllable large-scale generative model for creating high-quality 3d assets,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.602300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 69b23c02-cc35-4ba3-a9f5-73673430d88e · outbound

This paper cites Structured 3d latents for scalable and versatile 3d generation,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Structured 3d latents for scalable and versatile 3d generation,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.587275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 03a25884-0491-49ee-8128-e83829dc166d · outbound

This paper cites Hunyuan3D 2.1: From Images to High-Fidelity 3D Assets with Production-Ready PBR Material.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Hunyuan3D 2.1: From Images to High-Fidelity 3D Assets with Production-Ready PBR Material

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:56.211827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d698e675-1372-4324-8105-78e9d3e16d4c · outbound

This paper cites Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:56.216416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37a2e638-03dc-491a-a4a6-a46b34d8748f · outbound

This paper cites Hunyuan3D 2.0: Scaling Diffusion Models for High Resolution Textured 3D Assets Generation.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Hunyuan3D 2.0: Scaling Diffusion Models for High Resolution Textured 3D Assets Generation

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:56.220953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7faa6523-45bb-43cc-b3a5-5875dbf17c4d · outbound

This paper cites Marching cubes: A high resolution 3d surface construction algorithm,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Marching cubes: A high resolution 3d surface construction algorithm,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.572038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d34c52a8-fa21-4ade-a40e-b554c427024d · outbound

This paper cites Neural discrete repre- sentation learning,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Neural discrete repre- sentation learning,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.556997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8d83cee8-f559-4da4-a057-6a8e2f4d3324 · outbound

This paper cites Attention is all you need,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Attention is all you need,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.542315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 411f8c00-5b57-4667-a26a-4fd8fab155d3 · outbound

This paper cites MeshAnything V2: Artist-Created Mesh Generation With Adjacent Mesh Tokenization.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding MeshAnything V2: Artist-Created Mesh Generation With Adjacent Mesh Tokenization

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:56.240370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7b4e2a4-15bf-4901-87e1-5946fb8333c9 · outbound

This paper cites EdgeRunner: Auto-regressive Auto-encoder for Artistic Mesh Generation.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding EdgeRunner: Auto-regressive Auto-encoder for Artistic Mesh Generation

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:56.244898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8353dfc-a133-469f-984f-1d347dcaa92a · outbound

This paper cites Meshtron: High-Fidelity, Artist-Like 3D Mesh Generation at Scale.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Meshtron: High-Fidelity, Artist-Like 3D Mesh Generation at Scale

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:56.249593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f702e1de-46ce-4bed-9aa8-85fce3240122 · outbound

This paper cites Sparsegpt: Massive language models can be accurately pruned in one-shot,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Sparsegpt: Massive language models can be accurately pruned in one-shot,

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.527465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 53525d6f-432f-4088-9c49-ecfc82ea11ac · outbound

This paper cites Movement pruning: Adap- tive sparsity by fine-tuning,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Movement pruning: Adap- tive sparsity by fine-tuning,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.512101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5d4aa407-fe2a-4b24-b500-ba35d68a9a8e · outbound

This paper cites GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:56.263295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 475adab4-4954-4732-a883-eccd12bfed8d · outbound

This paper cites Smoothquant: Accurate and efficient post-training quanti- zation for large language models,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Smoothquant: Accurate and efficient post-training quanti- zation for large language models,

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.497019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e56d4f51-5153-4a5b-b596-e9460216465c · outbound

This paper cites Switch transformers: Scaling to trillion parameter models with simple and efficient sparsity,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Switch transformers: Scaling to trillion parameter models with simple and efficient sparsity,

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.481579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7dc6c67d-5e48-4b58-aea6-c2847f86dd53 · outbound

This paper cites Moa: Mixture of sparse attention for automatic large language model com- pression,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Moa: Mixture of sparse attention for automatic large language model com- pression,

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:56.277986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8141dd8-0369-47c9-b701-b7dd0f3b2a33 · outbound

This paper cites Better & Faster Large Language Models via Multi-token Prediction.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Better & Faster Large Language Models via Multi-token Prediction

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:56.283114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c13e8012-cbe7-4eb1-86be-262f191bc4c5 · outbound

This paper cites Speech-language mod- els with decoupled tokenizers and multi-token prediction,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Speech-language mod- els with decoupled tokenizers and multi-token prediction,

Reference 63

Resolution: verified exact; raw_fallback, observed 2026-08-06T10:29:56.757826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 49b3c54c-e861-4615-a590-9c0bad1cfd83 · outbound

This paper cites Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:56.292823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ede00025-69dd-4317-876d-fc3b252c5435 · outbound

This paper cites VocalNet: Speech LLM with Multi-Token Prediction for Faster and High-Quality Generation.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding VocalNet: Speech LLM with Multi-Token Prediction for Faster and High-Quality Generation

Reference 65

Resolution: verified exact; local_arxiv, observed 2026-08-06T10:29:56.559355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f342d7c6-b576-4e6b-a7fb-c41c7fbee51e · outbound

This paper cites Spectr: Fast speculative decoding via optimal trans- port,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Spectr: Fast speculative decoding via optimal trans- port,

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.464884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1917c0ad-4be7-4004-a24d-4b21f9a51be7 · outbound

This paper cites Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:56.307813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6d3d05c-8656-4405-a93f-e95003c37727 · outbound

This paper cites Zipar: Parallel autoregressive image generation through spatial locality,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Zipar: Parallel autoregressive image generation through spatial locality,

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.450295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e45a8107-3cb1-45fe-8f67-2ddc88b381ad · outbound

This paper cites Lora: Low-rank adaptation of large language models.,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Lora: Low-rank adaptation of large language models.,

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.434815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6bf0d408-f93b-4694-9511-16caa1593eb1 · outbound

This paper cites Objaverse: A universe of annotated 3d objects,.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Objaverse: A universe of annotated 3d objects,

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.418484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cb2996ac-adaf-43d5-9628-bfbb5126691a · outbound

This paper cites Break the Sequential Dependency of LLM Inference Using Lookahead Decoding.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Break the Sequential Dependency of LLM Inference Using Lookahead Decoding

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:56.326027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71a70f41-1941-4233-ae7e-3947746adaf3 · outbound

This paper cites Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-06T10:29:56.330746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c189ef1-587d-441a-8233-5ef3fb4ed1a6 · outbound

This paper cites Implementation Details Training was performed on two NVIDIA A800 GPUs and took approximately eight hours.

XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding Implementation Details Training was performed on two NVIDIA A800 GPUs and took approximately eight hours

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:29:57.402622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation 07275246-1657-41ba-afdd-21bcf432eb7d · inbound

QuadLink: Autoregressive Quad-Dominant Mesh Generation via Point-Relation Learning cites this paper.

QuadLink: Autoregressive Quad-Dominant Mesh Generation via Point-Relation Learning XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding

Reference 144

Resolution: verified exact; arxiv_id, observed 2026-05-19T19:52:44.655772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 976c4c5a-7048-42f9-b99c-cb36563fbbdd · inbound

PolyFlow: Continuous Topology Embedding Flow Matching for Artist-style Mesh Generation cites this paper.

PolyFlow: Continuous Topology Embedding Flow Matching for Artist-style Mesh Generation XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-07-01T06:55:28.928112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.