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Xiangrui Kong

4 accepted papers

2026

Ultra-Fast Language Generation via Discrete Diffusion Divergence Instruct

ICLR 2026poster

Fast and high-quality language generation is the holy grail that people pursue in the age of AI. In this work, we introduce **Di**screte **Di**ffusion Divergence **Instruct** (**DiDi-Instruct**), a training-based method that initializes from a pre-trained diffusion large language model (dLLM) and di…

Cited by 0SourcecodeScholar
2025

Skip Mamba Diffusion for Monocular 3D Semantic Scene Completion

AAAI 2025technical

3D semantic scene completion is critical for multiple downstream tasks in autonomous systems. It estimates missing geometric and semantic information in the acquired scene data. Due to the challenging real-world conditions, this task usually demands complex models that process multi-modal data to ac…

2025

VarWrist: An Anthropomorphic Soft Wrist With Variable Stiffness

RA-L 2025

Robotic wrists play a crucial role in enhancing the dexterity and stability of robotic end-effectors. Existing rigid robotic wrists tend to be complex and lack flexibility, while soft robotic wrists often struggle with limited load-bearing capacity and lower accuracy. Human wrists feature multi-degr

Cited by 1SourceScholar
2024

DL3DV-10K: A Large-Scale Scene Dataset for Deep Learning-based 3D Vision

CVPR 2024poster

We have witnessed significant progress in deep learning-based 3D vision ranging from neural radiance field (NeRF) based 3D representation learning to applications in novel view synthesis (NVS). However existing scene-level datasets for deep learning-based 3D vision limited to either synthetic enviro…

Cited by 85SourcePDFScholar