Xin Gao

ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch

arXiv 2026

BizGenEval: A Systematic Benchmark for Commercial Visual Content Generation

arXiv 2026

BioTool: A Comprehensive Tool-Calling Dataset for Enhancing Biomedical Capabilities of Large Language Models

arXiv 2026

Tracing the Roots: A Multi-Agent Framework for Uncovering Data Lineage in Post-Training LLMs

arXiv 2026

OmniShow: Unifying Multimodal Conditions for Human-Object Interaction Video Generation

arXiv 2026

Scientific Image Synthesis: Benchmarking, Methodologies, and Downstream Utility

arXiv 2026

Colon-Bench: An Agentic Workflow for Scalable Dense Lesion Annotation in Full-Procedure Colonoscopy Videos

arXiv 2026

OpenDataArena: A Fair and Open Arena for Benchmarking Post-Training Dataset Value

arXiv 2025

ARTDECO: Towards Efficient and High-Fidelity On-the-Fly 3D Reconstruction with Structured Scene Representation

arXiv 2025

Loong: Synthesize Long Chain-of-Thoughts at Scale through Verifiers

arXiv 2025

ScaleDiff: Scaling Difficult Problems for Advanced Mathematical Reasoning

arXiv 2025

Scaling Code-Assisted Chain-of-Thoughts and Instructions for Model Reasoning

arXiv 2025

MathFusion: Enhancing Mathematic Problem-solving of LLM through Instruction Fusion

arXiv 2025

A Strategic Coordination Framework of Small LLMs Matches Large LLMs in Data Synthesis

arXiv 2025

CipherBank: Exploring the Boundary of LLM Reasoning Capabilities through Cryptography Challenges

arXiv 2025

MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer

arXiv 2025

Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models

arXiv 2024

Adapting Large Multimodal Models to Distribution Shifts: The Role of In-Context Learning

arXiv 2024

Can We Treat Noisy Labels as Accurate?

arXiv 2024

On-Device Language Models: A Comprehensive Review

arXiv 2024