Shengjie Gong — accepted AI-conference papers

2026

Learning Hierarchical and Geometry-Aware Graph Representations for Text-to-CAD

Shengjie Gong, Wenjie Peng, Hongyuan Chen, Gangyu Zhang, Yunqing Hu, Huiyuan Zhang +2

ICLR 2026poster

Text-to-CAD code generation is a long-horizon task, requiring the translation of instructions into a long sequence of interdependent operations. This process is exceptionally fragile, as minor early errors can propagate through the sequence and ultimately invalidate an entire complex assembly. Exist…

Cited by 0 Source ↗code ↗Scholar ↗

2024

KMTalk: Speech-Driven 3D Facial Animation with Key Motion Embedding

Zhihao Xu, Shengjie Gong, Jiapeng Tang, Lingyu Liang, Yining Huang, Haojie Li +1

ECCV 2024poster

"We present a novel approach for synthesizing 3D facial motions from audio sequences using key motion embeddings. Despite recent advancements in data-driven techniques, accurately mapping between audio signals and 3D facial meshes remains challenging. Direct regression of the entire sequence often l…

Cited by 4 Source ↗PDF ↗code ↗Scholar ↗