Saved in:
| Main Authors: | Ni, Weicong, Jiang, Tianbao, Wang, Linlin |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2605.19663 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
PGPO: Enhancing Agent Reasoning via Pseudocode-style Planning Guided Preference Optimization
by: Cao, Zouying, et al.
Published: (2025)
by: Cao, Zouying, et al.
Published: (2025)
Scaling Automatic Extraction of Pseudocode
by: Toksoz, Levent, et al.
Published: (2024)
by: Toksoz, Levent, et al.
Published: (2024)
PseudoAct: Leveraging Pseudocode Synthesis for Flexible Planning and Action Control in Large Language Model Agents
by: Yihan, et al.
Published: (2026)
by: Yihan, et al.
Published: (2026)
ATA: Bridging Implicit Reasoning with Attention-Guided and Action-Guided Inference for Vision-Language Action Models
by: Yang, Cheng, et al.
Published: (2026)
by: Yang, Cheng, et al.
Published: (2026)
PCodeTrans: Translate Decompiled Pseudocode to Compilable and Executable Equivalent
by: Cui, Yuxin, et al.
Published: (2026)
by: Cui, Yuxin, et al.
Published: (2026)
Graph-to-Vision: Multi-graph Understanding and Reasoning using Vision-Language Models
by: Ai, Qihang, et al.
Published: (2025)
by: Ai, Qihang, et al.
Published: (2025)
AGMark: Attention-Guided Dynamic Watermarking for Large Vision-Language Models
by: Li, Yue, et al.
Published: (2026)
by: Li, Yue, et al.
Published: (2026)
Pseudocode-Injection Magic: Enabling LLMs to Tackle Graph Computational Tasks
by: Gong, Chang, et al.
Published: (2025)
by: Gong, Chang, et al.
Published: (2025)
3DGSNav: Enhancing Vision-Language Model Reasoning for Object Navigation via Active 3D Gaussian Splatting
by: Zheng, Wancai, et al.
Published: (2026)
by: Zheng, Wancai, et al.
Published: (2026)
ShorterBetter: Guiding Reasoning Models to Find Optimal Inference Length for Efficient Reasoning
by: Yi, Jingyang, et al.
Published: (2025)
by: Yi, Jingyang, et al.
Published: (2025)
MALSIGHT: Exploring Malicious Source Code and Benign Pseudocode for Iterative Binary Malware Summarization
by: Lu, Haolang, et al.
Published: (2024)
by: Lu, Haolang, et al.
Published: (2024)
Enhancing Vision-Language Model Reliability with Uncertainty-Guided Dropout Decoding
by: Fang, Yixiong, et al.
Published: (2024)
by: Fang, Yixiong, et al.
Published: (2024)
DIRCR: Dual-Inference Rule-Contrastive Reasoning for Solving RAVENs
by: Zhang, Jiachen, et al.
Published: (2026)
by: Zhang, Jiachen, et al.
Published: (2026)
Boosting Inference with Guided Reasoning: Stochastic Exploration for Recursive Models
by: Corbett, Andrew, et al.
Published: (2026)
by: Corbett, Andrew, et al.
Published: (2026)
Diagnosing Causal Reasoning in Vision-Language Models via Structured Relevance Graphs
by: Pratama, Dhita Putri, et al.
Published: (2026)
by: Pratama, Dhita Putri, et al.
Published: (2026)
Locatability-Guided Adaptive Reasoning for Image Geo-Localization with Vision-Language Models
by: Yu, Bo, et al.
Published: (2026)
by: Yu, Bo, et al.
Published: (2026)
SPREG: Structured Plan Repair with Entropy-Guided Test-Time Intervention for Large Language Model Reasoning
by: Wang, Xuan, et al.
Published: (2026)
by: Wang, Xuan, et al.
Published: (2026)
DisCO: Reinforcing Large Reasoning Models with Discriminative Constrained Optimization
by: Li, Gang, et al.
Published: (2025)
by: Li, Gang, et al.
Published: (2025)
Harness as an Asset: Enforcing Determinism via the Convergent AI Agent Framework (CAAF)
by: Zhang, Tianbao
Published: (2026)
by: Zhang, Tianbao
Published: (2026)
Jigsaw-Puzzles: From Seeing to Understanding to Reasoning in Vision-Language Models
by: Lyu, Zesen, et al.
Published: (2025)
by: Lyu, Zesen, et al.
Published: (2025)
Prompting Large Vision-Language Models for Compositional Reasoning
by: Ossowski, Timothy, et al.
Published: (2024)
by: Ossowski, Timothy, et al.
Published: (2024)
Vision Language Models Cannot Reason About Physical Transformation
by: Luo, Dezhi, et al.
Published: (2026)
by: Luo, Dezhi, et al.
Published: (2026)
Logic Error Localization in Student Programming Assignments Using Pseudocode and Graph Neural Networks
by: Xu, Zhenyu, et al.
Published: (2024)
by: Xu, Zhenyu, et al.
Published: (2024)
DRPO: Efficient Reasoning via Decoupled Reward Policy Optimization
by: Li, Gang, et al.
Published: (2025)
by: Li, Gang, et al.
Published: (2025)
Improving Large Language Models Function Calling and Interpretability via Guided-Structured Templates
by: Dang, Hy, et al.
Published: (2025)
by: Dang, Hy, et al.
Published: (2025)
ACPO: Adaptive Curriculum Policy Optimization for Aligning Vision-Language Models in Complex Reasoning
by: Wang, Yunhao, et al.
Published: (2025)
by: Wang, Yunhao, et al.
Published: (2025)
Draft-and-Prune: Improving the Reliability of Auto-formalization for Logical Reasoning
by: Ni, Zhiyu, et al.
Published: (2026)
by: Ni, Zhiyu, et al.
Published: (2026)
Visual Distraction Undermines Moral Reasoning in Vision-Language Models
by: Yang, Xinyi, et al.
Published: (2026)
by: Yang, Xinyi, et al.
Published: (2026)
Reliable Reasoning Beyond Natural Language
by: Borazjanizadeh, Nasim, et al.
Published: (2024)
by: Borazjanizadeh, Nasim, et al.
Published: (2024)
Large Language Model for Verilog Generation with Code-Structure-Guided Reinforcement Learning
by: Wang, Ning, et al.
Published: (2024)
by: Wang, Ning, et al.
Published: (2024)
How Open Must Language Models be to Enable Reliable Scientific Inference?
by: Michaelov, James A., et al.
Published: (2026)
by: Michaelov, James A., et al.
Published: (2026)
GRE Suite: Geo-localization Inference via Fine-Tuned Vision-Language Models and Enhanced Reasoning Chains
by: Wang, Chun, et al.
Published: (2025)
by: Wang, Chun, et al.
Published: (2025)
Guiding Language Model Reasoning with Planning Tokens
by: Wang, Xinyi, et al.
Published: (2023)
by: Wang, Xinyi, et al.
Published: (2023)
Planning with Reasoning using Vision Language World Model
by: Chen, Delong, et al.
Published: (2025)
by: Chen, Delong, et al.
Published: (2025)
Safe Semantics, Unsafe Interpretations: Tackling Implicit Reasoning Safety in Large Vision-Language Models
by: Cai, Wei, et al.
Published: (2025)
by: Cai, Wei, et al.
Published: (2025)
ReSS: Learning Reasoning Models for Tabular Data Prediction via Symbolic Scaffold
by: Yi, Chenlang, et al.
Published: (2026)
by: Yi, Chenlang, et al.
Published: (2026)
Smart Vision-Language Reasoners
by: Roberts, Denisa, et al.
Published: (2024)
by: Roberts, Denisa, et al.
Published: (2024)
CARE Drive A Framework for Evaluating Reason-Responsiveness of Vision Language Models in Automated Driving
by: Suryana, Lucas Elbert, et al.
Published: (2026)
by: Suryana, Lucas Elbert, et al.
Published: (2026)
SpaceMind: Camera-Guided Modality Fusion for Spatial Reasoning in Vision-Language Models
by: Zhao, Ruosen, et al.
Published: (2025)
by: Zhao, Ruosen, et al.
Published: (2025)
Large Language Models as an Indirect Reasoner: Contrapositive and Contradiction for Automated Reasoning
by: Zhang, Yanfang, et al.
Published: (2024)
by: Zhang, Yanfang, et al.
Published: (2024)
Similar Items
-
PGPO: Enhancing Agent Reasoning via Pseudocode-style Planning Guided Preference Optimization
by: Cao, Zouying, et al.
Published: (2025) -
Scaling Automatic Extraction of Pseudocode
by: Toksoz, Levent, et al.
Published: (2024) -
PseudoAct: Leveraging Pseudocode Synthesis for Flexible Planning and Action Control in Large Language Model Agents
by: Yihan, et al.
Published: (2026) -
ATA: Bridging Implicit Reasoning with Attention-Guided and Action-Guided Inference for Vision-Language Action Models
by: Yang, Cheng, et al.
Published: (2026) -
PCodeTrans: Translate Decompiled Pseudocode to Compilable and Executable Equivalent
by: Cui, Yuxin, et al.
Published: (2026)