activity
20232026
most citedOmniPart: Part-Aware 3D Generation with Semantic Decoupling and Structural Cohesion

1 citations · 2 across the 8 of their papers we have counts for

collaborators

9 papers

cs.CV2026

CineScene: Implicit 3D as Effective Scene Representation for Cinematic Video Generation

Kaiyi Huang, Yukun Huang, Yu Li +8

Cinematic video production requires control over scene-subject composition and camera movement, but live-action shooting remains costly due to the need for constructing physical se…

cs.CV2025★ 1 cited

OmniPart: Part-Aware 3D Generation with Semantic Decoupling and Structural Cohesion

Yunhan Yang, Yufan Zhou, Yuan-Chen Guo +7

The creation of 3D assets with explicit, editable part structures is crucial for advancing interactive applications, yet most generative methods produce only monolithic shapes, lim…

cs.CV2025

DreamComposer++: Empowering Diffusion Models with Multi-View Conditions for 3D Content Generation

Yunhan Yang, Shuo Chen, Yukun Huang +6

Recent advancements in leveraging pre-trained 2D diffusion models achieve the generation of high-quality novel views from a single in-the-wild image. However, existing works face c…

cs.CV2025

FilMaster: Bridging Cinematic Principles and Generative AI for Automated Film Generation

Kaiyi Huang, Yukun Huang, Xintao Wang +6

AI-driven content creation has shown potential in film production. However, existing film generation systems struggle to implement cinematic principles and thus fail to generate pr…

cs.CV2025

HoloPart: Generative 3D Part Amodal Segmentation

Yunhan Yang, Yuan-Chen Guo, Yukun Huang +5

3D part amodal segmentation--decomposing a 3D shape into complete, semantically meaningful parts, even when occluded--is a challenging but crucial task for 3D content creation and…

cs.CV2024

GenMAC: Compositional Text-to-Video Generation with Multi-Agent Collaboration

Kaiyi Huang, Yukun Huang, Xuefei Ning +3

Text-to-video generation models have shown significant progress in the recent years. However, they still struggle with generating complex dynamic scenes based on compositional text…

cs.AI2024

The Matrix: Infinite-Horizon World Generation with Real-Time Moving Control

Ruili Feng, Han Zhang, Zhantao Yang +7

We present The Matrix, the first foundational realistic world simulator capable of generating continuous 720p high-fidelity real-scene video streams with real-time, responsive cont…

cs.CV2024★ 1 cited

SAMPart3D: Segment Any Part in 3D Objects

Yunhan Yang, Yukun Huang, Yuan-Chen Guo +5

3D part segmentation is a crucial and challenging task in 3D perception, playing a vital role in applications such as robotics, 3D generation, and 3D editing. Recent methods harnes…

cs.CV2023

DreamComposer: Controllable 3D Object Generation via Multi-View Conditions

Yunhan Yang, Yukun Huang, Xiaoyang Wu +5

Utilizing pre-trained 2D large-scale generative models, recent works are capable of generating high-quality novel views from a single in-the-wild image. However, due to the lack of…