Guangyi Liu
11 papers · 2020–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Academic Marathon (5) π Cross-Pollinator (15) π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (14)
π§
Keyword Pioneer
π₯
Unstoppable
(5)
Conferences
EMNLP (3)
ACL (2)
ICML (2)
AAAI (1)
COLING (1)
NAACL (1)
UAI (1)
Top co-authors
Keywords
mobile gui agent
(3)
federated learning
(2)
gui agent
(2)
text generation
(2)
few-shot learning
(1)
attention mechanism
(1)
reinforcement learning
(1)
distributed learning
(1)
neural network training
(1)
neural text generation
(1)
distributed training
(1)
action prediction
(1)
latent space
(1)
heterogeneous datum
(1)
edit distance
(1)
sequence model
(1)
multimodal large language model
(1)
cross-entropy loss
(1)
ordinary differential equation
(1)
knowledge distillation
(1)
Papers
UI-Copilot: Advancing Long-Horizon GUI Automation via Tool-Integrated Policy Optimization
ACL 2026
MAS-Bench: A Unified Benchmark for Shortcut-Augmented Hybrid Mobile GUI Agents
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
MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users
EMNLP 2025
FlightPatchNet: Multi-Scale Patch Network with Differential Coding for Short-Term Flight Trajectory Prediction
UAI 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
Donβt 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