AI論文解説 Youtubeチャンネル: AI時代の羅針盤

2025年5月頃に公開されたcsカテゴリの論文 (ID: 2505.xxxxx)を被引用数のデータを元にランキングしています。ランキングは随時更新します。
(2025年8月2日更新)

被引用数	タイトル	動画
295	Qwen3 Technical Report	not yet
44	Seed1.5-VL Technical Report	not yet
39	Llama-Nemotron: Efficient Reasoning Models	not yet
32	Absolute Zero: Reinforced Self-play Reasoning with Zero Data
29	Reasoning Models Don't Always Say What They Think
29	RM-R1: Reward Modeling as Reasoning	not yet
26	T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT	not yet
24	Emerging Properties in Unified Multimodal Pretraining	not yet
22	LLMs Get Lost In Multi-Turn Conversation	not yet
19	BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset	not yet
18	Learning to Reason without External Rewards	not yet
18	Perception, Reason, Think, and Plan: A Survey on Large Multimodal Reasoning Models	not yet
17	AI Agents vs. Agentic AI: A Conceptual Taxonomy, Applications and Challenges	not yet
17	ZeroSearch: Incentivize the Search Capability of LLMs without Searching
16	OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning	not yet
15	Skywork Open Reasoner 1 Technical Report	not yet
15	Between Underthinking and Overthinking: An Empirical Study of Reasoning Length and correctness in LLMs	not yet
14	SageAttention3: Microscaling FP4 Attention for Inference and An Exploration of 8-Bit Training	not yet
14	HealthBench: Evaluating Large Language Models Towards Improved Human Health	not yet
14	A survey of agent interoperability protocols: Model Context Protocol (MCP), Agent Communication Protocol (ACP), Agent-to-Agent Protocol (A2A), and Agent Network Protocol (ANP)	not yet
14	100 Days After DeepSeek-R1: A Survey on Replication Studies and More Directions for Reasoning Language Models	not yet
13	ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models
13	Future Circular Collider Feasibility Study Report: Volume 1, Physics, Experiments, Detectors	not yet
12	MMaDA: Multimodal Large Diffusion Language Models
12	CoT-Kinetics: A Theoretical Modeling Assessing LRM Reasoning Process	not yet
12	The Open Molecules 2025 (OMol25) Dataset, Evaluations, and Models	not yet
11	The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models	not yet
11	The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning	not yet
11	AdaptThink: Reasoning Models Can Learn When to Think	not yet
11	ARC-AGI-2: A New Challenge for Frontier AI Reasoning Systems
11	Scalable Chain of Thoughts via Elastic Reasoning	not yet
11	HunyuanCustom: A Multimodal-Driven Architecture for Customized Video Generation	not yet
11	Long-Short Chain-of-Thought Mixture Supervised Fine-Tuning Eliciting Efficient Reasoning in Large Language Models	not yet
11	Practical Efficiency of Muon for Pretraining	not yet
11	Interleave-VLA: Enhancing Robot Manipulation with Interleaved Image-Text Instructions	not yet
10	Avocado Price Prediction Using a Hybrid Deep Learning Model: TCN-MLP-Attention Architecture	not yet
10	MiMo: Unlocking the Reasoning Potential of Language Model -- From Pretraining to Posttraining	not yet
10	X-Reasoner: Towards Generalizable Reasoning Across Modalities and Domains	not yet
10	Unified Multimodal Chain-of-Thought Reward Model through Reinforcement Fine-Tuning	not yet
10	Rethinking Memory in AI: Taxonomy, Operations, Topics, and Future Directions	not yet
10	Nemotron-Research-Tool-N1: Exploring Tool-Using Language Models with Reinforced Reasoning	not yet
9	WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning	not yet
9	Think Only When You Need with Large Hybrid-Reasoning Models	not yet
9	Aya Vision: Advancing the Frontier of Multilingual Multimodality	not yet
9	Mogao: An Omni Foundation Model for Interleaved Multi-Modal Generation	not yet
9	LlamaFirewall: An open source guardrail system for building secure AI agents	not yet
9	HSplitLoRA: A Heterogeneous Split Parameter-Efficient Fine-Tuning Framework for Large Language Models	not yet
9	Agentic Reasoning and Tool Integration for LLMs via Reinforcement Learning	not yet
8	Evaluating Supervised Learning Models for Fraud Detection: A Comparative Study of Classical and Deep Architectures on Imbalanced Transaction Data	not yet
8	SETransformer: A Hybrid Attention-Based Architecture for Robust Human Activity Recognition	not yet
8	General-Reasoner: Advancing LLM Reasoning Across All Domains	not yet
8	Thinkless: LLM Learns When to Think	not yet
8	CTLformer: A Hybrid Denoising Model Combining Convolutional Layers and Self-Attention for Enhanced CT Image Reconstruction	not yet
8	Group-in-Group Policy Optimization for LLM Agent Training	not yet
8	DanceGRPO: Unleashing GRPO on Visual Generation	not yet
8	Crosslingual Reasoning through Test-Time Scaling	not yet
8	GraspVLA: a Grasping Foundation Model Pre-trained on Billion-scale Synthetic Action Data	not yet
8	TWIST: Teleoperated Whole-Body Imitation System	not yet
7	One-shot Entropy Minimization	not yet
7	LLaDA 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models	not yet
7	AdaCtrl: Towards Adaptive and Controllable Reasoning via Difficulty-Aware Budgeting	not yet
7	PhyX: Does Your Model Have the "Wits" for Physical Reasoning?	not yet
7	Reasoning Models Better Express Their Confidence	not yet
7	DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning	not yet
7	Robin: A multi-agent system for automating scientific discovery	not yet
7	AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought Triggering via Reinforcement Learning	not yet
7	Cloud-Based AI Systems: Leveraging Large Language Models for Intelligent Fault Detection and Autonomous Self-Healing	not yet
7	Seeing Sound, Hearing Sight: Uncovering Modality Bias and Conflict of AI models in Sound Localization	not yet
7	J1: Incentivizing Thinking in LLM-as-a-Judge via Reinforcement Learning	not yet
7	Generative AI for Autonomous Driving: Frontiers and Opportunities	not yet
7	User Behavior Analysis in Privacy Protection with Large Language Models: A Study on Privacy Preferences with Limited Data	not yet
7	UniVLA: Learning to Act Anywhere with Task-centric Latent Actions	not yet
7	Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging	not yet
7	Personalized Risks and Regulatory Strategies of Large Language Models in Digital Advertising	not yet
7	FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language Models	not yet
7	Sailing by the Stars: A Survey on Reward Models and Learning Strategies for Learning from Rewards	not yet
7	R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation	not yet
7	On the generalization of language models from in-context learning and finetuning: a controlled study
7	PDCS: A Primal-Dual Large-Scale Conic Programming Solver with GPU Enhancements	not yet
7	Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems	not yet
6	MMBoundary: Advancing MLLM Knowledge Boundary Awareness through Reasoning Step Confidence Calibration	not yet
6	Darwin Godel Machine: Open-Ended Evolution of Self-Improving Agents
6	Can Large Reasoning Models Self-Train?	not yet
6	SageAttention2++: A More Efficient Implementation of SageAttention2	not yet
6	Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution	not yet
6	AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning	not yet
6	MindOmni: Unleashing Reasoning Generation in Vision Language Models with RGPO	not yet
6	ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing	not yet
6	Learning When to Think: Shaping Adaptive Reasoning in R1-Style Models via Multi-Stage RL	not yet
6	Large Language Model Psychometrics: A Systematic Review of Evaluation, Validation, and Enhancement	not yet
6	S-GRPO: Early Exit via Reinforcement Learning in Reasoning Models	not yet
6	Flow-GRPO: Training Flow Matching Models via Online RL	not yet
6	TokLIP: Marry Visual Tokens to CLIP for Multimodal Comprehension and Generation	not yet
6	Vision-Language-Action Models: Concepts, Progress, Applications and Challenges	not yet
6	OpenHelix: A Short Survey, Empirical Analysis, and Open-Source Dual-System VLA Model for Robotic Manipulation	not yet
6	R1-Reward: Training Multimodal Reward Model Through Stable Reinforcement Learning	not yet
6	Open Challenges in Multi-Agent Security: Towards Secure Systems of Interacting AI Agents	not yet
6	LLM-Based Human-Agent Collaboration and Interaction Systems: A Survey	not yet
6	Sum Rate Maximization for NOMA-Assisted Uplink Pinching-Antenna Systems	not yet
6	T2VPhysBench: A First-Principles Benchmark for Physical Consistency in Text-to-Video Generation	not yet
6	Base Models Beat Aligned Models at Randomness and Creativity	not yet
5	AReaL: A Large-Scale Asynchronous Reinforcement Learning System for Language Reasoning
5	OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation	not yet
5	Large Language Models Often Know When They Are Being Evaluated	not yet
5	Knowledge Insulating Vision-Language-Action Models: Train Fast, Run Fast, Generalize Better	not yet
5	CoThink: Token-Efficient Reasoning via Instruct Models Guiding Reasoning Models	not yet
5	Dissipative Preparation of Many-Body Quantum States: Towards Practical Quantum Advantage	not yet
5	ImgEdit: A Unified Image Editing Dataset and Benchmark	not yet
5	Research on feature fusion and multimodal patent text based on graph attention network	not yet
5	HunyuanVideo-Avatar: High-Fidelity Audio-Driven Human Animation for Multiple Characters	not yet
5	Convergence Analysis of Adaptive Finite Element Algorithms for a Regularized Variational Model of Quasi-Static Brittle Fracture in "Strain-Limiting" Elastic Solids	not yet
5	SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond	not yet
5	Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation	not yet
5	Brownian Bridge Augmented Surrogate Simulation and Injection Planning for Geological CO$_2$ Storage	not yet
5	From Tokens to Thoughts: How LLMs and Humans Trade Compression for Meaning	not yet
5	LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning	not yet
5	Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning	not yet
5	Towards Holistic Evaluation of Large Audio-Language Models: A Comprehensive Survey	not yet
5	Thought-Augmented Policy Optimization: Bridging External Guidance and Internal Capabilities	not yet
5	Visual Thoughts: A Unified Perspective of Understanding Multimodal Chain-of-Thought	not yet
5	Visionary-R1: Mitigating Shortcuts in Visual Reasoning with Reinforcement Learning	not yet
5	UniVG-R1: Reasoning Guided Universal Visual Grounding with Reinforcement Learning	not yet
5	Beyond Semantics: The Unreasonable Effectiveness of Reasonless Intermediate Tokens	not yet
5	Mean Flows for One-step Generative Modeling	not yet
5	Optimizing Anytime Reasoning via Budget Relative Policy Optimization	not yet
5	Cross-Cloud Data Privacy Protection: Optimizing Collaborative Mechanisms of AI Systems by Integrating Federated Learning and LLMs	not yet
5	Harnessing the Universal Geometry of Embeddings	not yet
5	HumaniBench: A Human-Centric Framework for Large Multimodal Models Evaluation	not yet
5	SelfBudgeter: Adaptive Token Allocation for Efficient LLM Reasoning	not yet
5	GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning	not yet
5	Agent Name Service (ANS): A Universal Directory for Secure AI Agent Discovery and Interoperability	not yet
5	Large Language Models Are More Persuasive Than Incentivized Human Persuaders	not yet
5	Energy-Efficient Resource Allocation for NOMA-Assisted Uplink Pinching-Antenna Systems	not yet

※ 被引用数は更新日における NASA ADSのデータを参照しています
https://ui.adsabs.harvard.edu/