StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design | Paper Citation Record

Observation 0c8e6953-5b31-4ac8-b2ad-e0ac40f05df8 · outbound

This paper cites Flamingo: A Visual Language Model for Few-Shot Learning.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Flamingo: A Visual Language Model for Few-Shot Learning

Reference 1

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Observation d623437d-5790-4aef-a9b7-74a8ebfaa77f · outbound

This paper cites Visual Instruction Tuning.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Visual Instruction Tuning

Reference 2

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Observation 2af6481b-f764-47d3-90f7-9022fa122675 · outbound

This paper cites GPT-4V(ision) System Card.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design GPT-4V(ision) System Card

Reference 3

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Observation f27a1725-7b9c-4872-bfef-6746455e6b8d · outbound

This paper cites Qwen2.5-VL Technical Report.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Qwen2.5-VL Technical Report

Reference 4

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Observation aafdf7b7-e115-4a26-a35a-bc270fd35c4b · outbound

This paper cites MiniCPM-V 4.5: Cooking Efficient MLLMs via Architecture, Data, and Training Recipe.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design MiniCPM-V 4.5: Cooking Efficient MLLMs via Architecture, Data, and Training Recipe

Reference 5

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Observation 2bf44dd0-c283-44b5-8f90-6bbf260720ad · outbound

This paper cites Gemma 4 Technical Report.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Gemma 4 Technical Report

Reference 6

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Observation 0bcbfa66-c464-45c9-884f-d815ade1a0df · outbound

This paper cites Qwen3.5-Omni Technical Report.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Qwen3.5-Omni Technical Report

Reference 7

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Observation ee3993c5-ccbf-419a-a548-6bb8096c548c · outbound

This paper cites Mistral 7B.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Mistral 7B

Reference 8

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Observation fa1b171c-598d-49d2-950b-888644a0a6d8 · outbound

This paper cites Generating Long Sequences with Sparse Transformers.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Generating Long Sequences with Sparse Transformers

Reference 9

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Observation b44023af-e0e9-48df-b140-4de3eddafa76 · outbound

This paper cites GPTQ: Accurate Post-Training 29 Quantization for Generative Pre-Trained Transformers.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design GPTQ: Accurate Post-Training 29 Quantization for Generative Pre-Trained Transformers

Reference 10

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Observation 157f9639-fbd3-4060-a9de-e4038f3cb09b · outbound

This paper cites A WQ: Activation-Aware Weight Quantization for LLM Compression and Acceleration.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design A WQ: Activation-Aware Weight Quantization for LLM Compression and Acceleration

Reference 11

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Observation 277d40db-e98c-4a1e-9e62-c75bd536fd96 · outbound

This paper cites SmoothQuant: Accurate and Eﬀicient Post-Training Quantization for Large Language Models.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design SmoothQuant: Accurate and Eﬀicient Post-Training Quantization for Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.208252Z

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Observation 7f5eed63-a1c1-4330-84dc-f15c0dce9e89 · outbound

This paper cites Qwen3 Technical Report.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Qwen3 Technical Report

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.212067Z

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Observation 67132d55-5d58-40dd-b621-6cd1a598cd11 · outbound

This paper cites Qwen3-VL Technical Report.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Qwen3-VL Technical Report

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.216113Z

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Observation 13082b73-57a1-48b9-80ca-8342fc4adae6 · outbound

This paper cites LLaV A-UHD: An LMM Perceiving Any Aspect Ratio and High-Resolution Images.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design LLaV A-UHD: An LMM Perceiving Any Aspect Ratio and High-Resolution Images

Reference 15

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Observation 8a13f7d4-0371-4349-8911-369b685a8351 · outbound

This paper cites Aitken, Rob Bishop, Daniel Rueckert, and Zehan Wang.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Aitken, Rob Bishop, Daniel Rueckert, and Zehan Wang

Reference 16

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Observation a27568de-930e-4054-8503-9238fb08251d · outbound

This paper cites Gomez, Łukasz Kaiser, and Illia Polosukhin.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Gomez, Łukasz Kaiser, and Illia Polosukhin

Reference 17

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Observation b69c3126-9032-4e9a-82fb-0f4fe6d89e35 · outbound

This paper cites ICDAR 2019 Robust Reading Challenge on Large-Scale Street View Text with Partial Labeling (LSVT).

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design ICDAR 2019 Robust Reading Challenge on Large-Scale Street View Text with Partial Labeling (LSVT)

Reference 18

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Observation fecceb71-0ec1-44ba-9f81-a2fd983b0ece · outbound

This paper cites Seven Problems with the Claims Related to the Hubble Tension in arXiv:1810.02595.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Seven Problems with the Claims Related to the Hubble Tension in arXiv:1810.02595

Reference 19

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Observation aedb5422-ff5a-47ce-84cc-1f9660204bbb · outbound

This paper cites COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural Images.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural Images

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.237847Z

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Observation cbf48ff2-8655-48fb-9819-46dc22835696 · outbound

This paper cites Synthetic Data for Text Localisation in Natural Images.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Synthetic Data for Text Localisation in Natural Images

Reference 21

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Observation 899e6d8b-e429-41b6-94a5-de61369ac4a6 · outbound

This paper cites Tex- tOCR: Towards Large-Scale End-to-End Reasoning for Arbitrary-Shaped Scene Text.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Tex- tOCR: Towards Large-Scale End-to-End Reasoning for Arbitrary-Shaped Scene Text

Reference 22

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Observation 92839a7a-e3be-4c4a-ac1e-0e5462b5b88c · outbound

This paper cites Jawa- har.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Jawa- har

Reference 23

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Observation ea94e2c1-710c-4187-a9eb-ddc9b654f1a4 · outbound

This paper cites XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.253558Z

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Observation ab0557f8-251c-461b-955f-aadbe7129cdb · outbound

This paper cites FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.256919Z

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Observation 0f45d8ff-9123-4659-91e1-a5216e38cd82 · outbound

This paper cites Image-Based Table Recognition: Data, Model, and Evaluation (PubTabNet).

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Image-Based Table Recognition: Data, Model, and Evaluation (PubTabNet)

Reference 26

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Observation 327a0edc-4c53-434a-9e33-80f92e42df3c · outbound

This paper cites Spatial Dual-Modality Graph Reasoning for Key Information Extraction.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Spatial Dual-Modality Graph Reasoning for Key Information Extraction

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.264506Z

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Observation a902841d-c1ec-4fe4-a833-ce3415268967 · outbound

This paper cites CASIA Online and Offline Chinese Handwriting Databases.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design CASIA Online and Offline Chinese Handwriting Databases

Reference 28

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Observation 4d2f8b5a-081e-4fd6-bf1a-1ffa9ec29460 · outbound

This paper cites Synthetic Data and Ar- tificial Neural Networks for Natural Scene Text Recognition.NeurIPS Workshop on Deep Learning, 2014.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Synthetic Data and Ar- tificial Neural Networks for Natural Scene Text Recognition.NeurIPS Workshop on Deep Learning, 2014

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.272620Z

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Observation da5367cf-bb71-4807-b92f-93e9bb264af9 · outbound

This paper cites Industry Documents Library WebDataset (IDL-WDS).

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Industry Documents Library WebDataset (IDL-WDS)

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.275617Z

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Observation 879067f2-dcc1-4eb1-8501-360a96a7c8f2 · outbound

This paper cites Towards End-to-End Unified Scene Text Detection and Layout Analysis (HierText).

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Towards End-to-End Unified Scene Text Detection and Layout Analysis (HierText)

Reference 31

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Observation 11ae5cf8-52a0-4409-9b95-76b4bb4e1930 · outbound

This paper cites SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents

Reference 32

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Observation db8235ac-0579-45c3-84ea-dcf60d4b40ca · outbound

This paper cites ShowUI: One Vision-Language-Action Model for GUI Visual Agent.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design ShowUI: One Vision-Language-Action Model for GUI Visual Agent

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.287336Z

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Observation 9cc58260-158e-4a6a-8744-f9783e95a48d · outbound

This paper cites Wave-UI-25K: A Large-Scale UI Element Dataset.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Wave-UI-25K: A Large-Scale UI Element Dataset

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.291766Z

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Observation 7c0f49e6-6962-4d7e-bd80-d8cc05cf163b · outbound

This paper cites MobileViews: A Large-Scale Mobile GUI Dataset.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design MobileViews: A Large-Scale Mobile GUI Dataset

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.294985Z

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Observation 3a459686-be9a-4794-8612-420a1fd5b8ca · outbound

This paper cites Screen2Words: Automatic Mobile UI Summarization with Multimodal Learning.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Screen2Words: Automatic Mobile UI Summarization with Multimodal Learning

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.298496Z

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Observation caadc118-e7b5-46a9-a0da-ccd54efd1929 · outbound

This paper cites On the Effects of Data Scale on UI Control Agents (Android Control).

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design On the Effects of Data Scale on UI Control Agents (Android Control)

Reference 37

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Observation 31eca24e-9ca4-40ad-8189-24b81e0d0b25 · outbound

This paper cites Android in the Wild: A Large-Scale Dataset for Android Device Control.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Android in the Wild: A Large-Scale Dataset for Android Device Control

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.306246Z

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Observation 0309373b-7ffe-41ae-81b0-9fafd6cccf61 · outbound

This paper cites AMEX: Android Multi-annotation Expo Dataset for Mobile GUI Agents.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design AMEX: Android Multi-annotation Expo Dataset for Mobile GUI Agents

Reference 39

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Observation 84927a1b-ee8b-4cec-b087-7535b26a95e1 · outbound

This paper cites GUI-World: A Video Benchmark and Dataset for Multimodal GUI-oriented Understanding.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design GUI-World: A Video Benchmark and Dataset for Multimodal GUI-oriented Understanding

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.314255Z

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Observation a055f88c-85dd-41e8-819e-a927e538c56a · outbound

This paper cites AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents

Reference 41

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Observation 91d7a79e-bac6-4579-9f25-5592099b4f2e · outbound

This paper cites ScreenQA: Large-Scale Question-Answer Pairs over Mobile App Screenshots.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design ScreenQA: Large-Scale Question-Answer Pairs over Mobile App Screenshots

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.323618Z

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Observation 4a22167c-5dd6-4ea1-874c-24ad3cfcce60 · outbound

This paper cites an unresolved cited work.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Unresolved cited work

Reference 43

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Observation 87c17104-d164-45ad-90ac-83f3a15bdd4e · outbound

This paper cites an unresolved cited work.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Unresolved cited work

Reference 44

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Observation 8b3485b4-b37a-4157-9271-d9063f3a375f · outbound

This paper cites ChineseDocVQA: A Chinese Document Question Answering Benchmark.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design ChineseDocVQA: A Chinese Document Question Answering Benchmark

Reference 45

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Observation 1388f081-3b65-42a1-b04a-a13eab3cebfb · outbound

This paper cites ChartQA: A Bench- mark for Question Answering about Charts with Visual and Logical Reasoning.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design ChartQA: A Bench- mark for Question Answering about Charts with Visual and Logical Reasoning

Reference 46

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Observation 98814a26-da95-4d5e-9cad-b086e1462dfb · outbound

This paper cites Towards VQA Models That Can Read.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Towards VQA Models That Can Read

Reference 47

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Observation 0f1fb5fe-2c2b-4196-83af-2313e2b49f2f · outbound

This paper cites Jawahar, and Dimosthenis Karatzas.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Jawahar, and Dimosthenis Karatzas

Reference 48

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Observation 27d6c8cf-ba30-45ea-8d95-6ea11dd20c54 · outbound

This paper cites OCR-VQA: Visual Question Answering by Reading Text in Images.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design OCR-VQA: Visual Question Answering by Reading Text in Images

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.347245Z

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Observation 915c1431-d9cc-4bc1-aebb-41a0e707528d · outbound

This paper cites Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering

Reference 50

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Observation 88f3e7ec-5781-4205-9046-69f9909e6932 · outbound

This paper cites MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts

Reference 51

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Observation 05dfab41-1e55-47cd-8cb4-7b8ea17466e6 · outbound

This paper cites LAION-5B: An Open Large-Scale Dataset for Training Next Generation Image-Text Models.Advances in Neural Information Processing Systems (NeurIPS), 2022.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design LAION-5B: An Open Large-Scale Dataset for Training Next Generation Image-Text Models.Advances in Neural Information Processing Systems (NeurIPS), 2022

Reference 52

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Observation 389c4a9a-f7e0-4ff2-9ee5-61702507223e · outbound

This paper cites Conceptual 12M: Pushing Web- Scale Image-Text Pre-Training to Recognize Long-Tail Visual Concepts.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Conceptual 12M: Pushing Web- Scale Image-Text Pre-Training to Recognize Long-Tail Visual Concepts

Reference 53

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Observation f3a35fbd-f121-478c-91c2-91e5284e213e · outbound

This paper cites Wukong: A 100 Million Large-Scale Chinese Cross-Modal Pre-Training Benchmark.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Wukong: A 100 Million Large-Scale Chinese Cross-Modal Pre-Training Benchmark

Reference 54

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Observation 4a0b70be-8b7d-4f4c-af5e-b43b294917e3 · outbound

This paper cites COCO-CN for Cross-Lingual Image Tagging, Captioning, and Retrieval.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design COCO-CN for Cross-Lingual Image Tagging, Captioning, and Retrieval

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.384859Z

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Observation e3a060c6-b187-420d-8de6-72f705ad4bc9 · outbound

This paper cites Flickr30k-CN: Chinese Version of Flickr30k.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Flickr30k-CN: Chinese Version of Flickr30k

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.399767Z

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Observation fc030710-7f3d-4c6a-9c50-c2a7651aeed0 · outbound

This paper cites ALLaVA: Harnessing GPT4V-Synthesized Data for Lite Vision-Language Models.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design ALLaVA: Harnessing GPT4V-Synthesized Data for Lite Vision-Language Models

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.411882Z

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Observation e6778c1e-0c14-4df5-9266-c6ded23775cc · outbound

This paper cites ShareGPT4V: Improving Large Multi-Modal Models with Better Captions.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design ShareGPT4V: Improving Large Multi-Modal Models with Better Captions

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.424454Z

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Observation c751b3c5-70c5-455f-b00a-0cf0302719e4 · outbound

This paper cites ShareGPT-4o: Comprehensive Multimodal Annotations with GPT-4o.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design ShareGPT-4o: Comprehensive Multimodal Annotations with GPT-4o

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.435425Z

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Observation fe6631cc-985d-41ee-a96b-da517e43bb84 · outbound

This paper cites SVIT: Scaling up Visual Instruction Tuning.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design SVIT: Scaling up Visual Instruction Tuning

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.447932Z

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Observation 2b61bb21-d93c-4668-9318-9a3bec3ffd8a · outbound

This paper cites Learning Transferable Visual Models from Natural Language Supervision.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Learning Transferable Visual Models from Natural Language Supervision

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.460150Z

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Observation 6865b9ac-9130-4815-8cf5-aa5db9f1075f · outbound

This paper cites Implementation and Benchmarking of Perceptual Image Hash Functions (pHash).

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Implementation and Benchmarking of Perceptual Image Hash Functions (pHash)

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.472649Z

Source-reported events for the cited work

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Observation acf07bab-cb36-4b96-b0da-8e49b912cf2c · outbound

This paper cites an unresolved cited work.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Unresolved cited work

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.483109Z

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Observation fc91d887-15ab-426c-84d0-ec2999ffc4ec · outbound

This paper cites SGDR: Stochastic Gradient Descent with Warm Restarts.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design SGDR: Stochastic Gradient Descent with Warm Restarts

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.499913Z

Source-reported events for the cited work

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Observation 19b876e7-b1ae-4b02-9659-5cc140b6f77a · outbound

This paper cites OS-ATLAS: A Foundation Action Model for Generalist GUI Agents.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design OS-ATLAS: A Foundation Action Model for Generalist GUI Agents

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.517595Z

Source-reported events for the cited work

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Observation da69dde2-7265-4a01-898b-666d18034e74 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.613077Z

Source-reported events for the cited work

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Observation 4403b786-7262-4849-adda-33fb400c4398 · outbound

This paper cites RLPR: Extrapolating RLVR to General Domains without Verifiers.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design RLPR: Extrapolating RLVR to General Domains without Verifiers

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.704541Z

Source-reported events for the cited work

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Observation d275308a-bed2-4e73-82fa-d76d418983ad · outbound

This paper cites RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.836000Z

Source-reported events for the cited work

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Observation efa52f14-ce52-46e0-98db-3aa2b84f35a5 · outbound

This paper cites Manning, and Chelsea Finn.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Manning, and Chelsea Finn

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:11.946959Z

Source-reported events for the cited work

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Observation ddbb1c71-25a5-4db1-a048-2ef1251b8e29 · outbound

This paper cites Zico Kolter, and Zhuang Liu.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Zico Kolter, and Zhuang Liu

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:12.001958Z

Source-reported events for the cited work

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Observation 10b596ba-bdef-4d85-acb3-17fa3d25dca0 · outbound

This paper cites Qualcomm AI Runtime (QAIRT) SDK.https://www.qualcomm.com/ developer/software/qualcomm-ai-engine-direct-sdk , 2024.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Qualcomm AI Runtime (QAIRT) SDK.https://www.qualcomm.com/ developer/software/qualcomm-ai-engine-direct-sdk , 2024

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:12.052313Z

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Observation 4888ccbf-44c0-4fb9-8df2-0f2e858a6659 · outbound

This paper cites Hexagon Tensor Processor (HTP): Qualcomm On-Device AI Accelerator.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Hexagon Tensor Processor (HTP): Qualcomm On-Device AI Accelerator

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:12.139676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dfb00cc-24ce-4a7d-98ac-67cb90c3ea9c · outbound

This paper cites Qualcomm Genie: AI Runtime for On-Device Generative Models.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Qualcomm Genie: AI Runtime for On-Device Generative Models

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:12.235795Z

Source-reported events for the cited work

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Observation 3bf75391-926e-4235-8cdc-dab1a3c4915c · outbound

This paper cites ONNX: Open Neural Network Exchange.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design ONNX: Open Neural Network Exchange

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:12.318022Z

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Observation 57296692-7d1d-4526-9fb4-4b8dc2b784d4 · outbound

This paper cites InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:12.377437Z

Source-reported events for the cited work

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Observation 68b888a8-fd2e-4524-8105-30d343422d36 · outbound

This paper cites Paech, Paul Pak, Rom N.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Paech, Paul Pak, Rom N

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:12.430191Z

Source-reported events for the cited work

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Observation e6c76062-526e-49d9-a39e-f2b276ac32ac · outbound

This paper cites OCRBench: On the Hidden Mystery of OCR in Large Multimodal Models.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design OCRBench: On the Hidden Mystery of OCR in Large Multimodal Models

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:12.485226Z

Source-reported events for the cited work

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Observation 9f6cffe7-2dc7-48dc-89c1-eda5a011adbb · outbound

This paper cites OCRBench v2: An Improved Benchmark for Evaluating Large Multimodal Models on Visual Text Localization and Reasoning.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design OCRBench v2: An Improved Benchmark for Evaluating Large Multimodal Models on Visual Text Localization and Reasoning

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:12.518516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62460a42-b29e-4695-83c3-e89de74c20b4 · outbound

This paper cites Berg, and Tamara L.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design Berg, and Tamara L

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:12.549423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb25b327-c346-478d-8158-2dc600fbf812 · outbound

This paper cites ࠞ”ཟb ശđ໡ᄝ “ࠞת.

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design ࠞ”ཟb ശđ໡ᄝ “ࠞת

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-01T16:31:12.584059Z

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Coverage vector

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Outbound references

Pith citing papers