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Kangle Deng

16 papers hereh-index 101.4k citations18 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5
  • middle author9

Across the 14 of 16 papers where every author was matched, so the position is known.

fields
  • cs.CV10
  • cs.GR2
  • cs.RO2
  • cs.AI1
  • cs.CG1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedDepth-supervised NeRF: Fewer Views and Faster Training for Free

46 citations · 54 across the 12 of their papers we have counts for

collaborators
Showing 2025Show all

4 papers · 1 filter

cs.RO2025

Prompt-to-Product: Generative Assembly via Bimanual Manipulation

Ruixuan Liu, Philip Huang, Ava Pun +8

Creating assembly products demands significant manual effort and expert knowledge in 1) designing the assembly and 2) constructing the product. This paper introduces Prompt-to-Prod…

cs.CV2025

Generating Physically Stable and Buildable Brick Structures from Text

Ava Pun, Kangle Deng, Ruixuan Liu +3

We introduce BrickGPT, the first approach for generating physically stable interconnecting brick assembly models from text prompts. To achieve this, we construct a large-scale, phy…

cs.CV2025

Efficient Autoregressive Shape Generation via Octree-Based Adaptive Tokenization

Kangle Deng, Hsueh-Ti Derek Liu, Yiheng Zhu +7

Many 3D generative models rely on variational autoencoders (VAEs) to learn compact shape representations. However, existing methods encode all shapes into a fixed-size token, disre…

cs.CV2025★ 1 cited

Cube: A Roblox View of 3D Intelligence

Foundation AI Team, Kiran Bhat, Nishchaie Khanna +44

Foundation models trained on vast amounts of data have demonstrated remarkable reasoning and generation capabilities in the domains of text, images, audio and video. Our goal at Ro…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.