most citedA Survey of Geometric Graph Neural Networks: Data Structures, Models and Applications

12 citations · 19 across the 8 of their papers we have counts for

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cs.CV2025

From Macro to Micro: Benchmarking Microscopic Spatial Intelligence on Molecules via Vision-Language Models

Zongzhao Li, Xiangzhe Kong, Jiahui Su +8

This paper introduces the concept of Microscopic Spatial Intelligence (MiSI), the capability to perceive and reason about the spatial relationships of invisible microscopic entitie…

cs.CV2025

STAR-R1: Spatial TrAnsformation Reasoning by Reinforcing Multimodal LLMs

Zongzhao Li, Zongyang Ma, Mingze Li +6

Multimodal Large Language Models (MLLMs) have demonstrated remarkable capabilities across diverse tasks, yet they lag significantly behind humans in spatial reasoning. We investiga…

cs.CV2025

LUCAS: Layered Universal Codec Avatars

Di Liu, Teng Deng, Giljoo Nam +6

Photorealistic 3D head avatar reconstruction faces critical challenges in modeling dynamic face-hair interactions and achieving cross-identity generalization, particularly during e…

cs.CV2025★ 1 cited

Frequency Autoregressive Image Generation with Continuous Tokens

Hu Yu, Hao Luo, Hangjie Yuan +3

Autoregressive (AR) models for image generation typically adopt a two-stage paradigm of vector quantization and raster-scan ``next-token prediction", inspired by its great success…

cs.CV2024

GenCA: A Text-conditioned Generative Model for Realistic and Drivable Codec Avatars

Keqiang Sun, Amin Jourabloo, Riddhish Bhalodia +9

Photo-realistic and controllable 3D avatars are crucial for various applications such as virtual and mixed reality (VR/MR), telepresence, gaming, and film production. Traditional m…