Gengze Zhou
7 papers · 2024–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(18)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI · Artificial Intelligence
(5)
Deep Learning
(3)
Computer Vision
(2)
Models
(2)
Computer Science
(1)
Natural Language Processing
(1)
Robotics
(1)
Applications
(1)
Architectures
(1)
Capabilities
(1)
Core AI · Computer Vision
(1)
Learning Paradigms
(1)
Processing
(1)
Understanding
(1)
Keywords
vision-language navigation
(3)
agent system
(2)
multimodal learning
(2)
embodied agent
(2)
vision-and-language navigation
(2)
agent navigation
(1)
embodied ai
(1)
instruction following
(1)
mixture of expert
(1)
vision-language model
(1)
multimodal large language model
(1)
token pruning
(1)
cross-dataset generalization
(1)
spatial reasoning
(1)
video diffusion
(1)
web crawling
(1)
web navigation
(1)
language-guided navigation
(1)
large language model
(1)
language instruction
(1)
Papers
LightMover: Generative Light Movement with Color and Intensity Controls
CVPR 2026
VLN-MME: Diagnosing MLLMs as Language-guided Visual Navigation Agents
ACL 2026
SAME: Learning Generic Language-Guided Visual Navigation with State-Adaptive Mixture of Experts
ICCV 2025
NavGPT-2: Unleashing Navigational Reasoning Capability for Large Vision-Language Models
ECCV 2024
NavGPT: Explicit Reasoning in Vision-and-Language Navigation with Large Language Models
AAAI 2024
NaVid: Video-based VLM Plans the Next Step for Vision-and-Language Navigation
RSS 2024
WebVLN: Vision-and-Language Navigation on Websites
AAAI 2024