The Conductor and the Engine: A Path Towards Co-Designed Reasoning
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Yuanxin, Filipczuk, Pawel, Garg, Anisha, Dhada, Amaan, Hassanpour, Mohammad, Bick, David, Venkatesh, Ganesh |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Calibrated Reasoning: An Explanatory Verifier for Dynamic and Efficient Problem-Solving
by: Garg, Anisha, et al.
Published: (2025)
by: Garg, Anisha, et al.
Published: (2025)
CoRPO: Adding a Correctness Bias to GRPO Improves Generalization
by: Garg, Anisha, et al.
Published: (2025)
by: Garg, Anisha, et al.
Published: (2025)
Read Quietly, Think Aloud: Decoupling Comprehension and Reasoning in LLMs
by: Wang, Yuanxin, et al.
Published: (2025)
by: Wang, Yuanxin, et al.
Published: (2025)
Spoken Word2Vec: Learning Skipgram Embeddings from Speech
by: Sayeed, Mohammad Amaan, et al.
Published: (2023)
by: Sayeed, Mohammad Amaan, et al.
Published: (2023)
Perceiving Beyond Language Priors: Enhancing Visual Comprehension and Attention in Multimodal Models
by: Ghatkesar, Aarti, et al.
Published: (2025)
by: Ghatkesar, Aarti, et al.
Published: (2025)
Towards Interpretable Deep Reinforcement Learning Models via Inverse Reinforcement Learning
by: Xie, Sean, et al.
Published: (2022)
by: Xie, Sean, et al.
Published: (2022)
TriNER: A Series of Named Entity Recognition Models For Hindi, Bengali & Marathi
by: Dhamaskar, Mohammed Amaan, et al.
Published: (2025)
by: Dhamaskar, Mohammed Amaan, et al.
Published: (2025)
Transformer-Based Representation Learning for Robust Gene Expression Modeling and Cancer Prognosis
by: Jiang, Shuai, et al.
Published: (2025)
by: Jiang, Shuai, et al.
Published: (2025)
SafeNav: Safe Path Navigation using Landmark Based Localization in a GPS-denied Environment
by: Sapkota, Ganesh, et al.
Published: (2025)
by: Sapkota, Ganesh, et al.
Published: (2025)
Design Conductor 2.0: An agent builds a TurboQuant inference accelerator in 80 hours
by: The Verkor Team, et al.
Published: (2026)
by: The Verkor Team, et al.
Published: (2026)
AI Powered Urban Green Infrastructure Assessment Through Aerial Imagery of an Industrial Township
by: Dutta, Anisha
Published: (2025)
by: Dutta, Anisha
Published: (2025)
Design Conductor: An agent autonomously builds a 1.5 GHz Linux-capable RISC-V CPU
by: The Verkor Team, et al.
Published: (2026)
by: The Verkor Team, et al.
Published: (2026)
Reasoning as Data: Representation-Computation Unity and Its Implementation in a Domain-Algebraic Inference Engine
by: Li, Chao, et al.
Published: (2026)
by: Li, Chao, et al.
Published: (2026)
Single Parent Family: A Spectrum of Family Members from a Single Pre-Trained Foundation Model
by: Hajimolahoseini, Habib, et al.
Published: (2024)
by: Hajimolahoseini, Habib, et al.
Published: (2024)
Understanding the Skill Gap in Recurrent Language Models: The Role of the Gather-and-Aggregate Mechanism
by: Bick, Aviv, et al.
Published: (2025)
by: Bick, Aviv, et al.
Published: (2025)
Reward Hacking in Rubric-Based Reinforcement Learning
by: Mahmoud, Anas, et al.
Published: (2026)
by: Mahmoud, Anas, et al.
Published: (2026)
Scalable Generative Game Engine: Breaking the Resolution Wall via Hardware-Algorithm Co-Design
by: Zeng, Wei, et al.
Published: (2026)
by: Zeng, Wei, et al.
Published: (2026)
MathConstraint: Automated Generation of Verified Combinatorial Reasoning Instances for LLMs
by: Pati, Viresh, et al.
Published: (2026)
by: Pati, Viresh, et al.
Published: (2026)
Can Reasoning Models Reason about Hardware? An Agentic HLS Perspective
by: Collini, Luca, et al.
Published: (2025)
by: Collini, Luca, et al.
Published: (2025)
More Than "Means to an End": Supporting Reasoning with Transparently Designed AI Data Science Processes
by: Sivaraman, Venkatesh, et al.
Published: (2026)
by: Sivaraman, Venkatesh, et al.
Published: (2026)
From Amateur to Master: Infusing Knowledge into LLMs via Automated Curriculum Learning
by: Neema, Nishit, et al.
Published: (2025)
by: Neema, Nishit, et al.
Published: (2025)
Generating Structured Plan Representation of Procedures with LLMs
by: Garg, Deepeka, et al.
Published: (2025)
by: Garg, Deepeka, et al.
Published: (2025)
MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering
by: Dang, Jisheng, et al.
Published: (2025)
by: Dang, Jisheng, et al.
Published: (2025)
Correct Reasoning Paths Visit Shared Decision Pivots
by: Cho, Dongkyu, et al.
Published: (2025)
by: Cho, Dongkyu, et al.
Published: (2025)
Molecular Facts: Desiderata for Decontextualization in LLM Fact Verification
by: Gunjal, Anisha, et al.
Published: (2024)
by: Gunjal, Anisha, et al.
Published: (2024)
WhisperNetV2: SlowFast Siamese Network For Lip-Based Biometrics
by: Zakeri, Abdollah, et al.
Published: (2024)
by: Zakeri, Abdollah, et al.
Published: (2024)
InfEngine: A Self-Verifying and Self-Optimizing Intelligent Engine for Infrared Radiation Computing
by: Ding, Kun, et al.
Published: (2026)
by: Ding, Kun, et al.
Published: (2026)
Retrieval-Aware Distillation for Transformer-SSM Hybrids
by: Bick, Aviv, et al.
Published: (2026)
by: Bick, Aviv, et al.
Published: (2026)
PADME: Procedure Aware DynaMic Execution
by: Garg, Deepeka, et al.
Published: (2025)
by: Garg, Deepeka, et al.
Published: (2025)
Cumulative Path-Level Semantic Reasoning for Inductive Knowledge Graph Completion
by: Wang, Jiapu, et al.
Published: (2026)
by: Wang, Jiapu, et al.
Published: (2026)
eSapiens's DEREK Module: Deep Extraction & Reasoning Engine for Knowledge with LLMs
by: Shi, Isaac, et al.
Published: (2025)
by: Shi, Isaac, et al.
Published: (2025)
VERGE: Formal Refinement and Guidance Engine for Verifiable LLM Reasoning
by: Singh, Vikash, et al.
Published: (2026)
by: Singh, Vikash, et al.
Published: (2026)
PathCoT: Chain-of-Thought Prompting for Zero-shot Pathology Visual Reasoning
by: Zhou, Junjie, et al.
Published: (2025)
by: Zhou, Junjie, et al.
Published: (2025)
Thinking Slow, Fast: Scaling Inference Compute with Distilled Reasoners
by: Paliotta, Daniele, et al.
Published: (2025)
by: Paliotta, Daniele, et al.
Published: (2025)
Cluster-R1: Large Reasoning Models Are Instruction-following Clustering Agents
by: Qing, Peijun, et al.
Published: (2026)
by: Qing, Peijun, et al.
Published: (2026)
Reinforcement Learning-Based Co-Design and Operation of Chiller and Thermal Energy Storage for Cost-Optimal HVAC Systems
by: Srinivasa, Tanay Raghunandan, et al.
Published: (2026)
by: Srinivasa, Tanay Raghunandan, et al.
Published: (2026)
Towards Generating Controllable and Solvable Geometry Problem by Leveraging Symbolic Deduction Engine
by: Jiang, Zhuoxuan, et al.
Published: (2025)
by: Jiang, Zhuoxuan, et al.
Published: (2025)
Retro-Search: Exploring Untaken Paths for Deeper and Efficient Reasoning
by: Lu, Ximing, et al.
Published: (2025)
by: Lu, Ximing, et al.
Published: (2025)
Towards a Path Dependent Account of Category Fluency
by: Heineman, David, et al.
Published: (2024)
by: Heineman, David, et al.
Published: (2024)
PCIA: A Path Construction Imitation Algorithm for Global Optimization
by: Rezaei, Mohammad-Javad, et al.
Published: (2025)
by: Rezaei, Mohammad-Javad, et al.
Published: (2025)
Similar Items
-
Calibrated Reasoning: An Explanatory Verifier for Dynamic and Efficient Problem-Solving
by: Garg, Anisha, et al.
Published: (2025) -
CoRPO: Adding a Correctness Bias to GRPO Improves Generalization
by: Garg, Anisha, et al.
Published: (2025) -
Read Quietly, Think Aloud: Decoupling Comprehension and Reasoning in LLMs
by: Wang, Yuanxin, et al.
Published: (2025) -
Spoken Word2Vec: Learning Skipgram Embeddings from Speech
by: Sayeed, Mohammad Amaan, et al.
Published: (2023) -
Perceiving Beyond Language Priors: Enhancing Visual Comprehension and Attention in Multimodal Models
by: Ghatkesar, Aarti, et al.
Published: (2025)