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Hongxu Yin | Lattice

Hongxu Yin

NVIDIA

NVIDIA Research

Papers on Lattice

2

Total citations

0

Topics

3

Publication activitypapers/week, last 8 weeks

Research focus

Multimodal Models (2)Reasoning & Chain-of-Thought (2)Computer Vision (1)

Frequent co-authors

Yatai Ji (2)Yang Fu (2)Zhaojing Yang (2)Vidya Nariyambut Murali (2)

Papers (2)

Jun 16, 2026

NVIDIA3d ago·also CAS, HKU, University of California

Reinforcing Dual-Path Reasoning in Spatial Vision Language Models

SR-REAL reveals that combining linguistic deduction with 3D geometric reasoning can dramatically enhance spatial reasoning capabilities in VLMs.

Yatai Ji, An-Chieh Cheng, Yang Fu +13

Multimodal Models Reasoning & Chain-of-Thought

May 28, 2026

NVIDIA3w ago·also Beihang, D studies, HKU, UCSD +1

Grounded 3D-Aware Spatial Vision-Language Modeling

Grounding boosts spatial reasoning in VLMs: explicitly linking language to 2D and 3D scene elements lets models decompose complex spatial problems and improve performance even on non-grounded tasks.

An-Chieh Cheng, Yang Fu, Yang Fu +22

Computer Vision Multimodal Models Reasoning & Chain-of-Thought

Pavlo Molchanov (2)

An-Chieh Cheng (1)

Yukang Chen (1)