:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Yang, Tianze, Shi, Yucheng, Sun, Ruitong, Huang, Jingyuan, Liu, Ninghao, Sun, Jin
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence
Online Access:	https://arxiv.org/abs/2606.01599
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Self-Improving Small Object Grounding in LVLMs
by: Yang, Tianze, et al.
Published: (2026)

Learning to Build the Environment: Self-Evolving Reasoning RL via Verifiable Environment Synthesis
by: Shi, Yucheng, et al.
Published: (2026)

MITS: Enhanced Tree Search Reasoning for LLMs via Pointwise Mutual Information
by: Li, Jiaxi, et al.
Published: (2025)

Common Inpainted Objects In-N-Out of Context
by: Yang, Tianze, et al.
Published: (2025)

MKRAG: Medical Knowledge Retrieval Augmented Generation for Medical Question Answering
by: Shi, Yucheng, et al.
Published: (2023)

SearchRAG: Can Search Engines Be Helpful for LLM-based Medical Question Answering?
by: Shi, Yucheng, et al.
Published: (2025)

Leveraging Large Language Models with Chain-of-Thought and Prompt Engineering for Traffic Crash Severity Analysis and Inference
by: Zhen, Hao, et al.
Published: (2024)

Leanabell-Prover-V2: Verifier-integrated Reasoning for Formal Theorem Proving via Reinforcement Learning
by: Ji, Xingguang, et al.
Published: (2025)

Train at Moving Edge: Online-Verified Prompt Selection for Efficient RL Training of Large Reasoning Model
by: Wu, Jiahao, et al.
Published: (2026)

DialogueReason: Rule-Based RL Sparks Dialogue Reasoning in LLMs
by: Shu, Yubo, et al.
Published: (2025)

BRIDGE the Gap: Mitigating Bias Amplification in Automated Scoring of English Language Learners via Inter-group Data Augmentation
by: Wang, Yun, et al.
Published: (2026)

Could Small Language Models Serve as Recommenders? Towards Data-centric Cold-start Recommendations
by: Wu, Xuansheng, et al.
Published: (2023)

Language Ranker: A Metric for Quantifying LLM Performance Across High and Low-Resource Languages
by: Li, Zihao, et al.
Published: (2024)

Know What You Know: Metacognitive Entropy Calibration for Verifiable RL Reasoning
by: Zhao, Qiannian, et al.
Published: (2026)

Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering
by: Shi, Yucheng, et al.
Published: (2024)

From Solving to Verifying: A Unified Objective for Robust Reasoning in LLMs
by: Wang, Xiaoxuan, et al.
Published: (2025)

Beyond Scalars: Evaluating and Understanding LLM Reasoning via Geometric Progress and Stability
by: Jiang, Xinyan, et al.
Published: (2026)

Trade-R1: Bridging Verifiable Rewards to Stochastic Environments via Process-Level Reasoning Verification
by: Sun, Rui, et al.
Published: (2026)

EntWorld: A Holistic Environment and Benchmark for Verifiable Enterprise GUI Agents
by: Mo, Ying, et al.
Published: (2026)

MGH Radiology Llama: A Llama 3 70B Model for Radiology
by: Shi, Yucheng, et al.
Published: (2024)

Improve Rule Retrieval and Reasoning with Self-Induction and Relevance ReEstimate
by: Huang, Ziyang, et al.
Published: (2025)

VI-CuRL: Stabilizing Verifier-Independent RL Reasoning via Confidence-Guided Variance Reduction
by: Cai, Xin-Qiang, et al.
Published: (2026)

RL Tango: Reinforcing Generator and Verifier Together for Language Reasoning
by: Zha, Kaiwen, et al.
Published: (2025)

Adaptive and Robust DBSCAN with Multi-agent Reinforcement Learning
by: Peng, Hao, et al.
Published: (2025)

From Accuracy to Robustness: A Study of Rule- and Model-based Verifiers in Mathematical Reasoning
by: Huang, Yuzhen, et al.
Published: (2025)

Revisiting Visual Understanding in Multimodal Reasoning through a Lens of Image Perturbation
by: Li, Yuting, et al.
Published: (2025)

OUSAC: Optimized Guidance Scheduling with Adaptive Caching for DiT Acceleration
by: Sun, Ruitong, et al.
Published: (2025)

Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning
by: Xie, Tian, et al.
Published: (2025)

Concept-Centric Token Interpretation for Vector-Quantized Generative Models
by: Yang, Tianze, et al.
Published: (2025)

Counting Objects in a Robotic Hand
by: Tsow, Francis, et al.
Published: (2024)

DeepVision-103K: A Visually Diverse, Broad-Coverage, and Verifiable Mathematical Dataset for Multimodal Reasoning
by: Sun, Haoxiang, et al.
Published: (2026)

VERIFY-RL: Verifiable Recursive Decomposition for Reinforcement Learning in Mathematical Reasoning
by: Qasim, Kaleem Ullah, et al.
Published: (2026)

Beyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RL
by: Liu, Che, et al.
Published: (2025)

World-Gymnast: Training Robots with Reinforcement Learning in a World Model
by: Sharma, Ansh Kumar, et al.
Published: (2026)

OneLatent: Single-Token Compression for Visual Latent Reasoning
by: Lv, Bo, et al.
Published: (2026)

Reasoning Core: A Scalable RL Environment for LLM Symbolic Reasoning
by: Lacombe, Valentin, et al.
Published: (2025)

MedRule-KG: A Knowledge-Graph--Steered Scaffold for Mathematical Reasoning with a Lightweight Verifier
by: Su, Crystal
Published: (2025)

AgentV-RL: Scaling Reward Modeling with Agentic Verifier
by: Zhang, Jiazheng, et al.
Published: (2026)

FormaRL: Enhancing Autoformalization with no Labeled Data
by: Huang, Yanxing, et al.
Published: (2025)

KnowRL: Boosting LLM Reasoning via Reinforcement Learning with Minimal-Sufficient Knowledge Guidance
by: Yu, Linhao, et al.
Published: (2026)