Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T20:09:51.569273Z
Paper Citation Record · LEDGER
Less is More: Empowering GUI Agent with Context-Aware Simplification
As of 10 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 2 inbound Pith citation observations for arXiv:2507.03730.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T01:01:06.816576Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T01:01:10.858336Z
Reference resolution
64 of 64 outbound references displayed
- verified exact0
- verified fuzzy61
- unresolved2
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation c666d963-2654-4f86-816b-de01eed305aa · outbound
This paper cites Qwen-VL: A Frontier Large Vision-Language Model with Versatile Abilities.
Less is More: Empowering GUI Agent with Context-Aware Simplification Qwen-VL: A Frontier Large Vision-Language Model with Versatile Abilities
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.668899Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation fd5bc48d-a788-4737-8e8a-bcd11cdcc30b · outbound
This paper cites Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation.
Less is More: Empowering GUI Agent with Context-Aware Simplification Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.653143Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b163aad4-b072-49e4-91da-cdcb2c1b21e8 · outbound
This paper cites Lion: Empowering multimodal large language model with dual-level visual knowledge.
Less is More: Empowering GUI Agent with Context-Aware Simplification Lion: Empowering multimodal large language model with dual-level visual knowledge
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.635361Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f906b3a6-cea7-4587-b747-e2e4c10b230c · outbound
This paper cites An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models.
Less is More: Empowering GUI Agent with Context-Aware Simplification An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.619835Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 503f9c9d-ecd3-4797-aaaa-8481398c9304 · outbound
This paper cites InternVL: Scaling up Vision Foundation Mod- els and Aligning for Generic Visual-Linguistic Tasks.
Less is More: Empowering GUI Agent with Context-Aware Simplification InternVL: Scaling up Vision Foundation Mod- els and Aligning for Generic Visual-Linguistic Tasks
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.600453Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c6e554e4-df89-4851-a31c-a2ad7e685f49 · outbound
This paper cites SeeClick: Har- nessing GUI Grounding for Advanced Visual GUI Agents.
Less is More: Empowering GUI Agent with Context-Aware Simplification SeeClick: Har- nessing GUI Grounding for Advanced Visual GUI Agents
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.583030Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f6ca013a-8e89-424f-98fa-20551349762e · outbound
This paper cites Pangu-Agent: A Fine-Tunable Generalist Agent with Structured Reasoning.
Less is More: Empowering GUI Agent with Context-Aware Simplification Pangu-Agent: A Fine-Tunable Generalist Agent with Structured Reasoning
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.566936Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 66e36156-a747-4c07-ba3c-30d223388c04 · outbound
This paper cites InstructBLIP: Towards General- purpose Vision-Language Models with Instruction Tuning.
Less is More: Empowering GUI Agent with Context-Aware Simplification InstructBLIP: Towards General- purpose Vision-Language Models with Instruction Tuning
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.550860Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 17e67c77-1b62-4a3f-bffb-84a2c6bccfb0 · outbound
This paper cites Mind2Web: Towards a Generalist Agent for the Web.
Less is More: Empowering GUI Agent with Context-Aware Simplification Mind2Web: Towards a Generalist Agent for the Web
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.534350Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f3ad09c4-3963-4c36-8c22-ec92878128b2 · outbound
This paper cites Iris: Breaking GUI Complexity with Adap- tive Focus and Self-Refining.
Less is More: Empowering GUI Agent with Context-Aware Simplification Iris: Breaking GUI Complexity with Adap- tive Focus and Self-Refining
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.517395Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation bf570c6e-fa29-4d65-9dac-45f5fe92d7f5 · outbound
This paper cites Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents.
Less is More: Empowering GUI Agent with Context-Aware Simplification Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.499522Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation feba8b3a-88e6-4b58-a63f-03c16757acde · outbound
This paper cites CogAgent: A Visual Language Model for GUI Agents.
Less is More: Empowering GUI Agent with Context-Aware Simplification CogAgent: A Visual Language Model for GUI Agents
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.480922Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 019a7183-bb7d-4a25-b3ee-69dd2eb2ac5f · outbound
This paper cites iLLaV A: An Image is Worth Fewer Than 1/3 Input Tokens in Large Multimodal Models.
Less is More: Empowering GUI Agent with Context-Aware Simplification iLLaV A: An Image is Worth Fewer Than 1/3 Input Tokens in Large Multimodal Models
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.463378Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 56f45e4c-3e64-4e3d-baf7-c0147b6d5d08 · outbound
This paper cites BLIV A: A Simple Multimodal LLM for Bet- ter Handling of Text-Rich Visual Questions.
Less is More: Empowering GUI Agent with Context-Aware Simplification BLIV A: A Simple Multimodal LLM for Bet- ter Handling of Text-Rich Visual Questions
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.446853Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 816a1a3f-af65-4f7c-a68c-25bb575d4f27 · outbound
This paper cites Gpt-4o system card.
Less is More: Empowering GUI Agent with Context-Aware Simplification Gpt-4o system card
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.431159Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b20559c1-f4ab-4827-aa2f-02bdaad88886 · outbound
This paper cites Star: Learning diverse robot skill ab- stractions through rotation-augmented vector quantization.
Less is More: Empowering GUI Agent with Context-Aware Simplification Star: Learning diverse robot skill ab- stractions through rotation-augmented vector quantization
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.414571Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a761fd7f-1b66-4373-b7ac-90c5aa9df0e8 · outbound
This paper cites BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models.
Less is More: Empowering GUI Agent with Context-Aware Simplification BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.394922Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 65b51990-50d4-4f9c-9a81-7a305cd97f15 · outbound
This paper cites On the Effects of Data Scale on Computer Control Agents.
Less is More: Empowering GUI Agent with Context-Aware Simplification On the Effects of Data Scale on Computer Control Agents
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.376321Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ecdcfc85-dec4-4c02-b2c8-7b21707870f9 · outbound
This paper cites Lion-fs: Fast & slow video-language thinker as online video assistant.
Less is More: Empowering GUI Agent with Context-Aware Simplification Lion-fs: Fast & slow video-language thinker as online video assistant
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.359838Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 91ea5b02-6144-44a8-afd0-c993b59faac1 · outbound
This paper cites LLaMA-VID: An Image is Worth 2 Tokens in Large Language Models.
Less is More: Empowering GUI Agent with Context-Aware Simplification LLaMA-VID: An Image is Worth 2 Tokens in Large Language Models
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.339863Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e8fdbe86-371d-452d-8020-943bb1e5000d · outbound
This paper cites Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models.
Less is More: Empowering GUI Agent with Context-Aware Simplification Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.321914Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ae1e81ba-8413-47b8-ada6-ce217733f742 · outbound
This paper cites Generative models in de- cision making: A survey.
Less is More: Empowering GUI Agent with Context-Aware Simplification Generative models in de- cision making: A survey
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.306307Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7b0498cd-b82b-403b-9ae3-1f2864442ef9 · outbound
This paper cites Optimus-1: Hybrid multimodal memory empowered agents excel in long-horizon tasks.
Less is More: Empowering GUI Agent with Context-Aware Simplification Optimus-1: Hybrid multimodal memory empowered agents excel in long-horizon tasks
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.291674Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 269750c4-df30-4a60-981f-050b484944a4 · outbound
This paper cites Optimus-2: Multimodal minecraft agent with goal-observation-action conditioned policy.
Less is More: Empowering GUI Agent with Context-Aware Simplification Optimus-2: Multimodal minecraft agent with goal-observation-action conditioned policy
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.275685Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c2db0f91-b8c4-4517-8112-8069dac384bd · outbound
This paper cites ShowUI: One Vision-Language-Action Model for GUI Visual Agent.
Less is More: Empowering GUI Agent with Context-Aware Simplification ShowUI: One Vision-Language-Action Model for GUI Visual Agent
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.257285Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9ec8f3b3-5820-4e3a-aded-dd92435ba588 · outbound
This paper cites Visual Instruction Tuning, 2023.
Less is More: Empowering GUI Agent with Context-Aware Simplification Visual Instruction Tuning, 2023
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:09:50.410194Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9a96a35-ece7-4408-82c4-870c2588569a · outbound
This paper cites TextMonkey: An OCR- Free Large Multimodal Model for Understanding Document.
Less is More: Empowering GUI Agent with Context-Aware Simplification TextMonkey: An OCR- Free Large Multimodal Model for Understanding Document
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.226200Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 75dc24a7-08d5-4684-8357-44d07f21b631 · outbound
This paper cites Thoughtful Interaction Design: A Design Perspective on Information Technology.
Less is More: Empowering GUI Agent with Context-Aware Simplification Thoughtful Interaction Design: A Design Perspective on Information Technology
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.209865Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 034c498b-9ea0-4949-9615-6fbbfd6118d0 · outbound
This paper cites GUI Odyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices.
Less is More: Empowering GUI Agent with Context-Aware Simplification GUI Odyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.190815Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d3d9435b-f988-4b73-9903-1897af84c32a · outbound
This paper cites CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation.
Less is More: Empowering GUI Agent with Context-Aware Simplification CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.175288Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b3409f77-7a5c-4681-9239-8cd1877cce57 · outbound
This paper cites Ahmed, Puneet Mathur, Se- unghyun Yoon, Lina Yao, Branislav Kveton, Thien Huu Nguyen, Trung Bui, Tianyi Zhou, Ryan A.
Less is More: Empowering GUI Agent with Context-Aware Simplification Ahmed, Puneet Mathur, Se- unghyun Yoon, Lina Yao, Branislav Kveton, Thien Huu Nguyen, Trung Bui, Tianyi Zhou, Ryan A
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.159143Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 397d2c25-b4a9-43cf-9084-5cebb711b2a2 · outbound
This paper cites Gpt-4 technical report, 2023.
Less is More: Empowering GUI Agent with Context-Aware Simplification Gpt-4 technical report, 2023
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.141114Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5539e38d-f288-4e8a-8892-4694c246c726 · outbound
This paper cites Large Language Models Can Self- Improve At Web Agent Tasks.
Less is More: Empowering GUI Agent with Context-Aware Simplification Large Language Models Can Self- Improve At Web Agent Tasks
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.125261Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2558a065-c8fd-4a51-ade1-7549de922af7 · outbound
This paper cites Agent Q: Advanced Reasoning and Learning for Au- tonomous AI Agents.
Less is More: Empowering GUI Agent with Context-Aware Simplification Agent Q: Advanced Reasoning and Learning for Au- tonomous AI Agents
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.108944Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e08cea49-13d5-491f-9b75-a18389fe44f4 · outbound
This paper cites WebRL: Train- ing LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning.
Less is More: Empowering GUI Agent with Context-Aware Simplification WebRL: Train- ing LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.091465Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9fe1b0ea-1b46-493b-a24e-8f4f759ae11f · outbound
This paper cites UI-TARS: Pioneering Automated GUI Interaction with Native Agents.
Less is More: Empowering GUI Agent with Context-Aware Simplification UI-TARS: Pioneering Automated GUI Interaction with Native Agents
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.075523Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3263f21d-8c0f-4775-aa5e-eb06d2ba592e · outbound
This paper cites Android in the Wild: A Large- Scale Dataset for Android Device Control.
Less is More: Empowering GUI Agent with Context-Aware Simplification Android in the Wild: A Large- Scale Dataset for Android Device Control
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.058670Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b89882bd-14a8-444f-aac6-35f912957e32 · outbound
This paper cites LLaV A-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models.
Less is More: Empowering GUI Agent with Context-Aware Simplification LLaV A-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.037894Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 55841f7a-0e41-405d-a9d7-c21b34dab55b · outbound
This paper cites Multi-adversarial discriminative deep domain generalization for face presentation attack detection.
Less is More: Empowering GUI Agent with Context-Aware Simplification Multi-adversarial discriminative deep domain generalization for face presentation attack detection
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:52.015871Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1799d46d-c097-4058-b0c0-c86e68d17f34 · outbound
This paper cites Detecting and grounding multi-modal media manipulation.
Less is More: Empowering GUI Agent with Context-Aware Simplification Detecting and grounding multi-modal media manipulation
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:51.996192Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ba43a58b-726d-4554-90ef-696e60cccf54 · outbound
This paper cites Detecting and grounding multi-modal media manip- ulation and beyond.
Less is More: Empowering GUI Agent with Context-Aware Simplification Detecting and grounding multi-modal media manip- ulation and beyond
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:51.980077Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8bea3820-3595-42c7-8204-207b6a2ab3ba · outbound
This paper cites Mome: Mixture of multimodal experts for generalist multimodal large language models.
Less is More: Empowering GUI Agent with Context-Aware Simplification Mome: Mixture of multimodal experts for generalist multimodal large language models
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:51.962007Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4cfdc269-9adb-48e3-9583-e993ec9a1cd5 · outbound
This paper cites What does CLIP know about a red circle? Visual prompt engineering for VLMs, 2023.
Less is More: Empowering GUI Agent with Context-Aware Simplification What does CLIP know about a red circle? Visual prompt engineering for VLMs, 2023
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:51.941839Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7d96db9a-58d2-45ad-b3e4-afbf650244c1 · outbound
This paper cites Gemini: a family of highly capable multimodal models.
Less is More: Empowering GUI Agent with Context-Aware Simplification Gemini: a family of highly capable multimodal models
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:51.922482Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e5a83f69-e8a4-4bb8-a166-78f0446462d2 · outbound
This paper cites Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration.
Less is More: Empowering GUI Agent with Context-Aware Simplification Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:51.904803Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation deeacd46-993a-433b-b880-c48bef7e53bc · outbound
This paper cites Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception.
Less is More: Empowering GUI Agent with Context-Aware Simplification Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:51.890606Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0c0375f5-5d18-4336-926a-cc66a4a61ac1 · outbound
This paper cites Qwen2-VL: Enhancing Vision-Language Model’s Perception of the World at Any Resolution.
Less is More: Empowering GUI Agent with Context-Aware Simplification Qwen2-VL: Enhancing Vision-Language Model’s Perception of the World at Any Resolution
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:51.875768Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d0fa5b20-c8d3-44c4-be4a-3f21cfbab59e · outbound
This paper cites GUI Agents with Foundation Models: A Comprehensive Survey.
Less is More: Empowering GUI Agent with Context-Aware Simplification GUI Agents with Foundation Models: A Comprehensive Survey
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:51.859825Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 36e0a911-9afb-4a29-b52c-3d4b005a57f5 · outbound
This paper cites JARVIS-1: Open-World Multi-task Agents with Memory- Augmented Multimodal Language Models, 2023.
Less is More: Empowering GUI Agent with Context-Aware Simplification JARVIS-1: Open-World Multi-task Agents with Memory- Augmented Multimodal Language Models, 2023
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:51.842844Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 68c03c02-0d31-4545-b4be-5d5e172930cb · outbound
This paper cites Agent Workflow Memory.
Less is More: Empowering GUI Agent with Context-Aware Simplification Agent Workflow Memory
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:51.825561Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation abdf281e-41f2-4e0f-a5cd-fc4a91008826 · outbound
This paper cites AutoDroid: LLM-powered Task Automa- tion in Android.
Less is More: Empowering GUI Agent with Context-Aware Simplification AutoDroid: LLM-powered Task Automa- tion in Android
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:51.811482Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 76b919a9-ddef-4ac6-97c8-1a5c1d41f6d3 · outbound
This paper cites DroidBot-GPT: GPT-powered UI Automation for Android.
Less is More: Empowering GUI Agent with Context-Aware Simplification DroidBot-GPT: GPT-powered UI Automation for Android
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:51.796905Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b6c79fd2-f4c7-4603-a84d-ce75b37d3166 · outbound
This paper cites Efficient Vision-Language Models by Sum- marizing Visual Tokens into Compact Registers.
Less is More: Empowering GUI Agent with Context-Aware Simplification Efficient Vision-Language Models by Sum- marizing Visual Tokens into Compact Registers
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:51.781659Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 899a4781-3a59-40bd-bc7f-3d0da2268175 · outbound
This paper cites OS-ATLAS: A Foun- dation Action Model for Generalist GUI Agents.
Less is More: Empowering GUI Agent with Context-Aware Simplification OS-ATLAS: A Foun- dation Action Model for Generalist GUI Agents
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:51.767476Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 19f5235a-3804-4bf8-87bf-b9b2739243ea · outbound
This paper cites Gui-explorer: Au- tonomous exploration and mining of transition-aware knowl- edge for gui agent.
Less is More: Empowering GUI Agent with Context-Aware Simplification Gui-explorer: Au- tonomous exploration and mining of transition-aware knowl- edge for gui agent
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:51.752917Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5232e09b-5e24-401c-9c22-995706ebb0fc · outbound
This paper cites Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction.
Less is More: Empowering GUI Agent with Context-Aware Simplification Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:51.737634Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d9798bdd-4b3e-4216-b93b-356c4e7b30c0 · outbound
This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.
Less is More: Empowering GUI Agent with Context-Aware Simplification ReAct: Synergizing Reasoning and Acting in Language Models
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:09:51.536404Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f4d1184-b40a-44d6-a0fe-9914d3237ecc · outbound
This paper cites mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration, 2023.
Less is More: Empowering GUI Agent with Context-Aware Simplification mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration, 2023
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:51.721953Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 330932a0-45d9-4389-8622-6ddc171c9d72 · outbound
This paper cites V oCo-LLaMA: Towards Vision Compression with Large Language Models.
Less is More: Empowering GUI Agent with Context-Aware Simplification V oCo-LLaMA: Towards Vision Compression with Large Language Models
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:51.706147Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 77ba57c7-49a5-4a87-aad5-e496f9550647 · outbound
This paper cites AppAgent: Mul- timodal Agents as Smartphone Users.
Less is More: Empowering GUI Agent with Context-Aware Simplification AppAgent: Mul- timodal Agents as Smartphone Users
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:51.688137Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8b7bc230-9ee5-41af-a310-cc0f28ff10ef · outbound
This paper cites Falcon: Resolv- ing visual redundancy and fragmentation in high-resolution multimodal large language models via visual registers.
Less is More: Empowering GUI Agent with Context-Aware Simplification Falcon: Resolv- ing visual redundancy and fragmentation in high-resolution multimodal large language models via visual registers
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:51.672863Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3ba36e55-3bc2-4a7c-b1b1-4145993751fc · outbound
This paper cites You Only Look at Screens: Multimodal Chain-of-Action Agents.
Less is More: Empowering GUI Agent with Context-Aware Simplification You Only Look at Screens: Multimodal Chain-of-Action Agents
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:51.658561Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3b2b7c6a-672d-422f-9be6-22726249482c · outbound
This paper cites MMInA: Benchmarking Multihop Multimodal Internet Agents, 2024.
Less is More: Empowering GUI Agent with Context-Aware Simplification MMInA: Benchmarking Multihop Multimodal Internet Agents, 2024
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T20:09:51.643383Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b2ee78c7-e6d5-4202-a2f0-9217d9c2539e · outbound
This paper cites <image>Please generate the next move according to the ui screenshot, instruction and previous actions. Instruction: What’s on the menu at Domino’s?. Previous actions: Step0: {\.
Less is More: Empowering GUI Agent with Context-Aware Simplification <image>Please generate the next move according to the ui screenshot, instruction and previous actions. Instruction: What’s on the menu at Domino’s?. Previous actions: Step0: {\
Reference 64
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-06T20:09:51.627978Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Pith citing papers
Observation d7dc1d99-085d-4c11-b1f5-02e35ec2fce9 · inbound
Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement cites this paper.
Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement Less is More: Empowering GUI Agent with Context-Aware Simplification
Reference 7
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T01:01:10.955891Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1618cf30-eb42-4404-ae10-8479307cc12a · inbound
Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs cites this paper.
Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs Less is More: Empowering GUI Agent with Context-Aware Simplification
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T03:24:11.761285Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.