Kanzhi Cheng
9 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird ⚡ Prolific Year · Productive
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(9)
Core AI
(9)
Deep Learning
(3)
Machine Learning
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Computer Vision
(2)
Computer Science
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Analysis
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Applications · Reinforcement Learning
(1)
Generation
(1)
Keywords
vision-language model
(6)
large language model
(3)
multimodal learning
(3)
reward model
(2)
gui agent
(2)
instruction tuning
(1)
ood generalization
(1)
synthetic data generation
(1)
foundation model
(1)
mobile agent
(1)
visual grounding
(1)
multimodal retrieval
(1)
trajectory generation
(1)
task automation
(1)
human evaluation
(1)
self-training framework
(1)
neural-symbolic learning
(1)
graphical user interface
(1)
formal verification
(1)
image captioning
(1)
Papers
OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows
ACL 2026
OS-Symphony: A Holistic Framework for Robust and Generalist Computer-Using Agents
ACL 2026
CapArena: Benchmarking and Analyzing Detailed Image Captioning in the LLM Era
ACL 2025
Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning
ACL 2025
Interactive Evolution: A Neural-Symbolic Self-Training Framework For Large Language Models
ACL 2025
OS-ATLAS: Foundation Action Model for Generalist GUI Agents
ICLR 2025
OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis
ACL 2025
Vision-Language Models Can Self-Improve Reasoning via Reflection
NAACL 2025
SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents
ACL 2024