Cover Image

CoT-Kinetics: A Theoretical Modeling Assessing LRM Reasoning Process

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Bi, Jinhe, Yan, Danqi, Wang, Yifan, Huang, Wenke, Chen, Haokun, Wan, Guancheng, Ye, Mang, Xiao, Xun, Schuetze, Hinrich, Tresp, Volker, Ma, Yunpu
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

PRISM: Self-Pruning Intrinsic Selection Method for Training-Free Multimodal Data Selection
by: Bi, Jinhe, et al.
Published: (2025)

LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering
by: Bi, Jinhe, et al.
Published: (2024)

Federated Graph Semantic and Structural Learning
by: Huang, Wenke, et al.
Published: (2024)

FedSSP: Federated Graph Learning with Spectral Knowledge and Personalized Preference
by: Tan, Zihan, et al.
Published: (2024)

EchoRL: Reinforcement Learning via Rollout Echoing
by: Bi, Jinhe, et al.
Published: (2026)

LoRASculpt: Sculpting LoRA for Harmonizing General and Specialized Knowledge in Multimodal Large Language Models
by: Liang, Jian, et al.
Published: (2025)

AUVIC: Adversarial Unlearning of Visual Concepts for Multi-modal Large Language Models
by: Chen, Haokun, et al.
Published: (2025)

Backdoor Cleaning without External Guidance in MLLM Fine-tuning
by: Rong, Xuankun, et al.
Published: (2025)

FedNano: Toward Lightweight Federated Tuning for Pretrained Multimodal Large Language Models
by: Zhang, Yao, et al.
Published: (2025)

S2FGL: Spatial Spectral Federated Graph Learning
by: Tan, Zihan, et al.
Published: (2025)

ThanoRA: Task Heterogeneity-Aware Multi-Task Low-Rank Adaptation
by: Liang, Jian, et al.
Published: (2025)

PyraVid: Hierarchical Multimodal Memory for Long-Horizon Video Reasoning
by: Yan, Sikuan, et al.
Published: (2026)

SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence
by: Zhang, Yao, et al.
Published: (2025)

Differentiable Quantum Architecture Search For Job Shop Scheduling Problem
by: Sun, Yize, et al.
Published: (2024)

Quantum Architecture Search with Unsupervised Representation Learning
by: Sun, Yize, et al.
Published: (2024)

Bayes or Heisenberg: Who(se) Rules?
by: Tresp, Volker, et al.
Published: (2025)

Privacy-Enhancing Paradigms within Federated Multi-Agent Systems
by: Shi, Zitong, et al.
Published: (2025)

FedPop: Federated Population-based Hyperparameter Tuning
by: Chen, Haokun, et al.
Published: (2023)

ASCD: Attention-Steerable Contrastive Decoding for Reducing Hallucination in MLLM
by: Wang, Yujun, et al.
Published: (2025)

FedBiP: Heterogeneous One-Shot Federated Learning with Personalized Latent Diffusion Models
by: Chen, Haokun, et al.
Published: (2024)

Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning
by: Yan, Sikuan, et al.
Published: (2025)

Routing-Free Mixture-of-Experts
by: Liu, Yilun, et al.
Published: (2026)

SA-DQAS: Self-attention Enhanced Differentiable Quantum Architecture Search
by: Sun, Yize, et al.
Published: (2024)

Agentic Neural Networks: Self-Evolving Multi-Agent Systems via Textual Backpropagation
by: Ma, Xiaowen, et al.
Published: (2025)

GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models
by: Liao, Ruotong, et al.
Published: (2023)

METok: Multi-Stage Event-based Token Compression for Efficient Long Video Understanding
by: Wang, Mengyue, et al.
Published: (2025)

Divide, Conquer and Unite: Hierarchical Style-Recalibrated Prototype Alignment for Federated Medical Segmentation
by: Zhao, Xingyue, et al.
Published: (2025)

MV-Debate: Multi-view Agent Debate with Dynamic Reflection Gating for Multimodal Harmful Content Detection in Social Media
by: Lu, Rui, et al.
Published: (2025)

Does Machine Unlearning Truly Remove Knowledge?
by: Chen, Haokun, et al.
Published: (2025)

VideoINSTA: Zero-shot Long Video Understanding via Informative Spatial-Temporal Reasoning with LLMs
by: Liao, Ruotong, et al.
Published: (2024)

Adversarial Curriculum Graph-Free Knowledge Distillation for Graph Neural Networks
by: Jia, Yuang, et al.
Published: (2025)

GroundedPRM: Tree-Guided and Fidelity-Aware Process Reward Modeling for Step-Level Reasoning
by: Zhang, Yao, et al.
Published: (2025)

Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity
by: Chen, Yuhang, et al.
Published: (2024)

Learn from Downstream and Be Yourself in Multimodal Large Language Model Fine-Tuning
by: Huang, Wenke, et al.
Published: (2024)

GRASP: Grounded CoT Reasoning with Dual-Stage Optimization for Multimodal Sarcasm Target Identification
by: Wan, Faxian, et al.
Published: (2026)

WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration
by: Zhang, Yao, et al.
Published: (2024)

Parameter-Efficient Routed Fine-Tuning: Mixture-of-Experts Demands Mixture of Adaptation Modules
by: Liu, Yilun, et al.
Published: (2025)

OpenDriveVLA: Towards End-to-end Autonomous Driving with Large Vision Language Action Model
by: Zhou, Xingcheng, et al.
Published: (2025)

WebArbiter: A Principle-Guided Reasoning Process Reward Model for Web Agents
by: Zhang, Yao, et al.
Published: (2026)

Correlation or Causation: Analyzing the Causal Structures of LLM and LRM Reasoning Process
by: FU, Zhizhang, et al.
Published: (2025)