Guangyi Liu
11 papers · 2020–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🗺️ Taxonomy Completionist (25) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🧬 Topic Evolution
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Keyword Collector
(61)
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
Top co-authors
Research topics
Artificial Intelligence
(9)
Core AI
(7)
Machine Learning
(5)
Deep Learning
(4)
Learning Paradigms
(4)
Optimization & Theory
(4)
Models
(3)
Learning Types
(2)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Robotics
(1)
Application Areas
(1)
Capabilities
(1)
Core Methods
(1)
Generation
(1)
Keywords
mobile gui agent
(3)
federated learning
(2)
gui agent
(2)
text generation
(2)
neural network training
(1)
few-shot learning
(1)
multi-agent reinforcement learning
(1)
latent space
(1)
benchmark evaluation
(1)
multimodal learning
(1)
distributed learning
(1)
trajectory prediction
(1)
neural text generation
(1)
distributed training
(1)
diffusion model
(1)
knowledge distillation
(1)
action prediction
(1)
contextual bandit
(1)
distributionally robust
(1)
attention mechanism
(1)
Papers
MAS-Bench: A Unified Benchmark for Shortcut-Augmented Hybrid Mobile GUI Agents
ACL 2026
UI-Copilot: Advancing Long-Horizon GUI Automation via Tool-Integrated Policy Optimization
ACL 2026
UI-R1: Enhancing Efficient Action Prediction of GUI Agents by Reinforcement Learning
AAAI 2026
Distributionally Robust Multi-Agent Reinforcement Learning for Dynamic Chute Mapping
ICML 2025
FedMABench: Benchmarking Mobile GUI Agents on Decentralized Heterogeneous User Data
EMNLP 2025
FlightPatchNet: Multi-Scale Patch Network with Differential Coding for Short-Term Flight Trajectory Prediction
UAI 2025
MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users
EMNLP 2025
Unified Generation, Reconstruction, and Representation: Generalized Diffusion with Adaptive Latent Encoding-Decoding
ICML 2024
Composable Text Controls in Latent Space with ODEs
EMNLP 2023
Don’t Take It Literally: An Edit-Invariant Sequence Loss for Text Generation
NAACL 2022
Learning to Decouple Relations: Few-Shot Relation Classification with Entity-Guided Attention and Confusion-Aware Training
COLING 2020