Gongwei Chen
15 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (37) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Keyword Pioneer
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Dynamic Duo
(12)
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Renaissance Researcher
(6)
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Keyword Collector
(96)
Venues
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Research topics
Artificial Intelligence
(13)
Core AI
(13)
Deep Learning
(9)
Machine Learning
(9)
Learning Types Β· Deep Learning
(7)
Learning Types Β· Machine Learning
(6)
Application Areas
(3)
Architectures
(3)
Core Methods
(3)
Models
(3)
Reinforcement Learning
(2)
Optimization & Theory
(2)
Computer Science
(1)
Computer Vision
(1)
Natural Language Processing
(1)
Keywords
multimodal large language model
(7)
vision-language model
(4)
large language model
(4)
multimodal learning
(3)
reinforcement learning
(2)
model compression
(2)
gui agent
(2)
agent system
(2)
policy learning
(2)
history compression
(2)
neural network training
(1)
scene classification
(1)
curriculum learning
(1)
sequential decision making
(1)
hierarchical planning
(1)
benchmark evaluation
(1)
sequence modeling
(1)
robotic manipulation
(1)
video understanding
(1)
policy optimization
(1)
Papers
Global Prior Meets Local Consistency: Dual-Memory Augmented Vision-Language-Action Model for Efficient Robotic Manipulation
CVPR 2026
HATS: Hardness-Aware Trajectory Synthesis for GUI Agents
CVPR 2026
HiconAgent: History Context-aware Policy Optimization for GUI Agents
CVPR 2026
PersonalAlign: Hierarchical Implicit Intent Alignment for Personalized GUI Agent with Long-Term User-Centric Records
ACL 2026
Curriculum Coarse-to-Fine Selection for High-IPC Dataset Distillation
CVPR 2025
FALCON: Resolving Visual Redundancy and Fragmentation in High-resolution Multimodal Large Language Models via Visual Registers
ICCV 2025
GUI-explorer: Autonomous Exploration and Mining of Transition-aware Knowledge for GUI Agent
ACL 2025
Less is More: Empowering GUI Agent with Context-Aware Simplification
ICCV 2025
Optimus-2: Multimodal Minecraft Agent with Goal-Observation-Action Conditioned Policy
CVPR 2025
SPA-BENCH: A COMPREHENSIVE BENCHMARK FOR SMARTPHONE AGENT EVALUATION
ICLR 2025
Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL
NeurIPS 2024
LION: Empowering Multimodal Large Language Model with Dual-Level Visual Knowledge
CVPR 2024
MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models
NeurIPS 2024
Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks
NeurIPS 2024
See More for Scene: Pairwise Consistency Learning for Scene Classification
NeurIPS 2021