Cover Image

HATS: Hardness-Aware Trajectory Synthesis for GUI Agents

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Shao, Rui, Gao, Ruize, Xie, Bin, Li, Yixing, Zhou, Kaiwen, Wang, Shuai, Guan, Weili, Chen, Gongwei
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

HiconAgent: History Context-aware Policy Optimization for GUI Agents
by: Zhou, Xurui, et al.
Published: (2025)

PersonalAlign: Hierarchical Implicit Intent Alignment for Personalized GUI Agent with Long-Term User-Centric Records
by: Lyu, Yibo, et al.
Published: (2026)

Less is More: Empowering GUI Agent with Context-Aware Simplification
by: Chen, Gongwei, et al.
Published: (2025)

FALCON: Resolving Visual Redundancy and Fragmentation in High-resolution Multimodal Large Language Models via Visual Registers
by: Zhang, Renshan, et al.
Published: (2025)

MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models
by: Shen, Leyang, et al.
Published: (2024)

Token-level Correlation-guided Compression for Efficient Multimodal Document Understanding
by: Zhang, Renshan, et al.
Published: (2024)

PUMA: Layer-Pruned Language Model for Efficient Unified Multimodal Retrieval with Modality-Adaptive Learning
by: Lyu, Yibo, et al.
Published: (2025)

Curriculum Coarse-to-Fine Selection for High-IPC Dataset Distillation
by: Chen, Yanda, et al.
Published: (2025)

A Unified Perspective on Adversarial Membership Manipulation in Vision Models
by: Gao, Ruize, et al.
Published: (2026)

Recovering Policy-Induced Errors: Benchmarking and Trajectory Synthesis for Robust GUI Agents
by: Bu, Tianpeng, et al.
Published: (2026)

GUI-G1: Understanding R1-Zero-Like Training for Visual Grounding in GUI Agents
by: Zhou, Yuqi, et al.
Published: (2025)

TongUI: Internet-Scale Trajectories from Multimodal Web Tutorials for Generalized GUI Agents
by: Zhang, Bofei, et al.
Published: (2025)

Chain-of-Memory: Enhancing GUI Agents for Cross-Application Navigation
by: Gao, Xinzge, et al.
Published: (2025)

VideoAgent2: Enhancing the LLM-Based Agent System for Long-Form Video Understanding by Uncertainty-Aware CoT
by: Zhi, Zhuo, et al.
Published: (2025)

AndroTMem: From Interaction Trajectories to Anchored Memory in Long-Horizon GUI Agents
by: Shi, Yibo, et al.
Published: (2026)

GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation
by: Xie, Rui, et al.
Published: (2026)

History-Aware Reasoning for GUI Agents
by: Wang, Ziwei, et al.
Published: (2025)

SecAgent: Efficient Mobile GUI Agent with Semantic Context
by: Xie, Yiping, et al.
Published: (2026)

Beyond Quantity: Distribution-Aware Labeling for Visual Grounding
by: Zhang, Yichi, et al.
Published: (2025)

AutoTraces: Autoregressive Trajectory Forecasting via Multimodal Large Language Models
by: Wang, Teng, et al.
Published: (2026)

InfiniteWeb: Scalable Web Environment Synthesis for GUI Agent Training
by: Zhang, Ziyun, et al.
Published: (2026)

Learning Trajectory-Aware Multimodal Large Language Models for Video Reasoning Segmentation
by: Luo, Jingnan, et al.
Published: (2026)

CogAgent: A Visual Language Model for GUI Agents
by: Hong, Wenyi, et al.
Published: (2023)

MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents
by: Wang, Xuehui, et al.
Published: (2025)

SwipeGen: Bridging the Execution Gap in GUI Agents via Human-like Swipe Synthesis
by: Wang, Xuan, et al.
Published: (2026)

ShowUI-Aloha: Human-Taught GUI Agent
by: Zhang, Yichun, et al.
Published: (2026)

Benchmarking and Improving GUI Agents in High-Dynamic Environments
by: Liu, Enqi, et al.
Published: (2026)

PVLM: Parsing-Aware Vision Language Model with Dynamic Contrastive Learning for Zero-Shot Deepfake Attribution
by: Zhang, Yaning, et al.
Published: (2025)

OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis
by: Sun, Qiushi, et al.
Published: (2024)

GUI-CEval: A Hierarchical and Comprehensive Chinese Benchmark for Mobile GUI Agents
by: Li, Yang, et al.
Published: (2026)

GUI-C$^2$: Coarse-to-Fine GUI Grounding via Difficulty-Aware Reinforcement Learning
by: Li, Junlong, et al.
Published: (2026)

Video2GUI: Synthesizing Large-Scale Interaction Trajectories for Generalized GUI Agent Pretraining
by: Xiong, Weimin, et al.
Published: (2026)

MobileFlow: A Multimodal LLM For Mobile GUI Agent
by: Nong, Songqin, et al.
Published: (2024)

From Mannequin to Human: A Pose-Aware and Identity-Preserving Video Generation Framework for Lifelike Clothing Display
by: Mu, Xiangyu, et al.
Published: (2025)

Continual GUI Agents
by: Liu, Ziwei, et al.
Published: (2026)

PAL-UI: Planning with Active Look-back for Vision-Based GUI Agents
by: Liu, Zikang, et al.
Published: (2025)

HUD: Hierarchical Uncertainty-Aware Disambiguation Network for Composed Video Retrieval
by: Chen, Zhiwei, et al.
Published: (2025)

MAI-UI Technical Report: Real-World Centric Foundation GUI Agents
by: Zhou, Hanzhang, et al.
Published: (2025)

GUI-ARP: Enhancing Grounding with Adaptive Region Perception for GUI Agents
by: Ye, Xianhang, et al.
Published: (2025)

Global Prior Meets Local Consistency: Dual-Memory Augmented Vision-Language-Action Model for Efficient Robotic Manipulation
by: Li, Zaijing, et al.
Published: (2026)