:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Li, Tingyu, Sun, Zheng, Wei, Jingxuan, Li, Siyuan, He, Conghui, Wu, Lijun, Tan, Cheng
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence
Online Access:	https://arxiv.org/abs/2512.06835
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

GGBench: A Geometric Generative Reasoning Benchmark for Unified Multimodal Models
by: Wei, Jingxuan, et al.
Published: (2025)

Envision: Benchmarking Unified Understanding & Generation for Causal World Process Insights
by: Tian, Juanxi, et al.
Published: (2025)

Programming with Data: Test-Driven Data Engineering for Self-Improving LLMs from Raw Corpora
by: Pan, Chenkai, et al.
Published: (2026)

Geoint-R1: Formalizing Multimodal Geometric Reasoning with Dynamic Auxiliary Constructions
by: Wei, Jingxuan, et al.
Published: (2025)

PaperFit: Vision-in-the-Loop Typesetting Optimization for Scientific Documents
by: Yu, Bihui, et al.
Published: (2026)

Can One Domain Help Others? A Data-Centric Study on Multi-Domain Reasoning via Reinforcement Learning
by: Li, Yu, et al.
Published: (2025)

Boosting the Power of Small Multimodal Reasoning Models to Match Larger Models with Self-Consistency Training
by: Tan, Cheng, et al.
Published: (2023)

NanoResearch: Co-Evolving Skills, Memory, and Policy for Personalized Research Automation
by: Xu, Jinhang, et al.
Published: (2026)

PAGER: Bridging the Semantic-Execution Gap in Point-Precise Geometric GUI Control
by: Wei, Jingxuan, et al.
Published: (2026)

How RL Unlocks the Aha Moment in Geometric Interleaved Reasoning
by: Zhang, Xiangxiang, et al.
Published: (2026)

Retrieval Meets Reasoning: Even High-school Textbook Knowledge Benefits Multimodal Reasoning
by: Tan, Cheng, et al.
Published: (2024)

Diving into Self-Evolving Training for Multimodal Reasoning
by: Liu, Wei, et al.
Published: (2024)

MobEvolve: An Agentic Self-Evolving Heuristic System for Interpretable Human Mobility Generation
by: He, Junlin, et al.
Published: (2026)

MMFineReason: Closing the Multimodal Reasoning Gap via Open Data-Centric Methods
by: Lin, Honglin, et al.
Published: (2026)

Self-Evolving Spatial Reasoning in Vision Language Models via Geometric Logic Consistency
by: Liu, Junming, et al.
Published: (2026)

Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions
by: Tan, Cheng, et al.
Published: (2024)

On the Generalization Gap in Self-Evolving Language Model Reasoning
by: Qi, Zhenting, et al.
Published: (2026)

Masked Modeling for Self-supervised Representation Learning on Vision and Beyond
by: Li, Siyuan, et al.
Published: (2023)

From Words to Structured Visuals: A Benchmark and Framework for Text-to-Diagram Generation and Editing
by: Wei, Jingxuan, et al.
Published: (2024)

MM-Zero: Self-Evolving Multi-Model Vision Language Models From Zero Data
by: Li, Zongxia, et al.
Published: (2026)

Self-Supervised Federated Learning under Data Heterogeneity for Label-Scarce Diatom Classification
by: Tan, Mingkun, et al.
Published: (2026)

Respecting Self-Uncertainty in On-Policy Self-Distillation for Efficient LLM Reasoning
by: Ke, Junlong, et al.
Published: (2026)

Synth-Empathy: Towards High-Quality Synthetic Empathy Data
by: Liang, Hao, et al.
Published: (2024)

Scaling Code-Assisted Chain-of-Thoughts and Instructions for Model Reasoning
by: Lin, Honglin, et al.
Published: (2025)

Multi-View Subgraph Neural Networks: Self-Supervised Learning with Scarce Labeled Data
by: Wang, Zhenzhong, et al.
Published: (2024)

CipherBank: Exploring the Boundary of LLM Reasoning Capabilities through Cryptography Challenges
by: Li, Yu, et al.
Published: (2025)

REST: Stress Testing Large Reasoning Models by Asking Multiple Problems at Once
by: Pan, Zhuoshi, et al.
Published: (2025)

Learning by Correction: Efficient Tuning Task for Zero-Shot Generative Vision-Language Reasoning
by: Li, Rongjie, et al.
Published: (2024)

VisPlay: Self-Evolving Vision-Language Models from Images
by: He, Yicheng, et al.
Published: (2025)

Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models
by: Zhang, Qizheng, et al.
Published: (2025)

SketchAgent: Generating Structured Diagrams from Hand-Drawn Sketches
by: Tan, Cheng, et al.
Published: (2025)

Value-Spectrum: Quantifying Preferences of Vision-Language Models via Value Decomposition in Social Media Contexts
by: Li, Jingxuan, et al.
Published: (2024)

Closing the Data Loop: Using OpenDataArena to Engineer Superior Training Datasets
by: Gao, Xin, et al.
Published: (2025)

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment
by: Ming, Chenlin, et al.
Published: (2025)

Intern-Atlas: A Methodological Evolution Graph as Research Infrastructure for AI Scientists
by: Wu, Yujun, et al.
Published: (2026)

Self-Consistent Latent Reasoning: Long Latent Sequence Reasoning for Vision-Language Model
by: Wang, Chenfeng, et al.
Published: (2026)

LRAS: Advanced Legal Reasoning with Agentic Search
by: Zhou, Yujin, et al.
Published: (2026)

CoTEvol: Self-Evolving Chain-of-Thoughts for Data Synthesis in Mathematical Reasoning
by: Wang, Zhuo, et al.
Published: (2026)

Thinking with Drafting: Optical Decompression via Logical Reconstruction
by: Wei, Jingxuan, et al.
Published: (2026)

MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer
by: Lin, Honglin, et al.
Published: (2025)