Xiaochen Ma

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upvoted a paper about 15 hours ago

DataPrep-Bench: Benchmarking LLMs as Training Data Preparators

Paper • 2607.20465 • Published May 19 • 38

upvoted a paper 4 days ago

K12-KGraph: A Curriculum-Aligned Knowledge Graph for Benchmarking and Training Educational LLMs

Paper • 2605.09635 • Published 5 days ago • 57

upvoted a paper 6 days ago

DataFlow-Harness: A Grounded Code-Agent Platform for Constructing Editable LLM Data Pipelines

Paper • 2607.16617 • Published 10 days ago • 136

upvoted a paper 2 months ago

LatentOmni: Rethinking Omni-Modal Understanding via Unified Audio-Visual Latent Reasoning

Paper • 2605.22012 • Published May 21 • 46

authored 2 papers 4 months ago

DataFlex: A Unified Framework for Data-Centric Dynamic Training of Large Language Models

Paper • 2603.26164 • Published Mar 27 • 365

OpenWorldLib: A Unified Codebase and Definition of Advanced World Models

Paper • 2604.04707 • Published Apr 6 • 203

upvoted 2 papers 4 months ago

OpenWorldLib: A Unified Codebase and Definition of Advanced World Models

Paper • 2604.04707 • Published Apr 6 • 203

DataFlex: A Unified Framework for Data-Centric Dynamic Training of Large Language Models

Paper • 2603.26164 • Published Mar 27 • 365

upvoted a paper 6 months ago

Research on World Models Is Not Merely Injecting World Knowledge into Specific Tasks

Paper • 2602.01630 • Published Feb 2 • 50

authored 7 papers 7 months ago

IML-ViT: Benchmarking Image Manipulation Localization by Vision Transformer

Paper • 2307.14863 • Published Jul 27, 2023 • 1

Learning What Reinforcement Learning Can't: Interleaved Online Fine-Tuning for Hardest Questions

Paper • 2506.07527 • Published Jun 9, 2025 • 3

Dataset Distillation via Committee Voting

Paper • 2501.07575 • Published Jan 13, 2025

Scone: Bridging Composition and Distinction in Subject-Driven Image Generation via Unified Understanding-Generation Modeling

Paper • 2512.12675 • Published Dec 14, 2025 • 41

DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI

Paper • 2512.16676 • Published Dec 18, 2025 • 226

IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image Manipulation Detection & Localization

Paper • 2406.10580 • Published Jun 15, 2024

ForensicHub: A Unified Benchmark & Codebase for All-Domain Fake Image Detection and Localization

Paper • 2505.11003 • Published May 16, 2025

upvoted 2 papers 7 months ago

DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI

Paper • 2512.16676 • Published Dec 18, 2025 • 226

IML-ViT: Benchmarking Image Manipulation Localization by Vision Transformer

Paper • 2307.14863 • Published Jul 27, 2023 • 1

upvoted a collection 7 months ago

Datasets for DataFlow

Collection

Datasets for the experiments in the DataFlow Technical Report. • 8 items • Updated Dec 29, 2025 • 4

upvoted a paper 7 months ago

Scone: Bridging Composition and Distinction in Subject-Driven Image Generation via Unified Understanding-Generation Modeling

Paper • 2512.12675 • Published Dec 14, 2025 • 41