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StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets?
Paper • 2510.02209 • Published • 57 -
MM-DREX: Multimodal-Driven Dynamic Routing of LLM Experts for Financial Trading
Paper • 2509.05080 • Published -
TradingGroup: A Multi-Agent Trading System with Self-Reflection and Data-Synthesis
Paper • 2508.17565 • Published • 1 -
QTMRL: An Agent for Quantitative Trading Decision-Making Based on Multi-Indicator Guided Reinforcement Learning
Paper • 2508.20467 • Published
Collections
Discover the best community collections!
Collections including paper arxiv:2601.12538
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Kimi K2.5: Visual Agentic Intelligence
Paper • 2602.02276 • Published • 260 -
GLM-5: from Vibe Coding to Agentic Engineering
Paper • 2602.15763 • Published • 119 -
Agentic Reasoning for Large Language Models
Paper • 2601.12538 • Published • 202 -
Idea2Story: An Automated Pipeline for Transforming Research Concepts into Complete Scientific Narratives
Paper • 2601.20833 • Published • 183
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Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models
Paper • 2602.12036 • Published • 93 -
Reinforcement Learning for Self-Improving Agent with Skill Library
Paper • 2512.17102 • Published • 42 -
Diffusion Knows Transparency: Repurposing Video Diffusion for Transparent Object Depth and Normal Estimation
Paper • 2512.23705 • Published • 45 -
Schoenfeld's Anatomy of Mathematical Reasoning by Language Models
Paper • 2512.19995 • Published • 16
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THINKSAFE: Self-Generated Safety Alignment for Reasoning Models
Paper • 2601.23143 • Published • 39 -
PaperBanana: Automating Academic Illustration for AI Scientists
Paper • 2601.23265 • Published • 222 -
Agentic Reasoning for Large Language Models
Paper • 2601.12538 • Published • 202 -
BabyVision: Visual Reasoning Beyond Language
Paper • 2601.06521 • Published • 200
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The Trinity of Consistency as a Defining Principle for General World Models
Paper • 2602.23152 • Published • 200 -
From Blind Spots to Gains: Diagnostic-Driven Iterative Training for Large Multimodal Models
Paper • 2602.22859 • Published • 151 -
OmniGAIA: Towards Native Omni-Modal AI Agents
Paper • 2602.22897 • Published • 53 -
Imagination Helps Visual Reasoning, But Not Yet in Latent Space
Paper • 2602.22766 • Published • 42
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Agentic Reasoning for Large Language Models
Paper • 2601.12538 • Published • 202 -
From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence
Paper • 2511.18538 • Published • 303 -
Agent Learning via Early Experience
Paper • 2510.08558 • Published • 275 -
Weak-Driven Learning: How Weak Agents make Strong Agents Stronger
Paper • 2602.08222 • Published • 284
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Weak-Driven Learning: How Weak Agents make Strong Agents Stronger
Paper • 2602.08222 • Published • 284 -
Rethinking Generative Recommender Tokenizer: Recsys-Native Encoding and Semantic Quantization Beyond LLMs
Paper • 2602.02338 • Published • 42 -
Scaling Embeddings Outperforms Scaling Experts in Language Models
Paper • 2601.21204 • Published • 102 -
Agentic Reasoning for Large Language Models
Paper • 2601.12538 • Published • 202
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mHC: Manifold-Constrained Hyper-Connections
Paper • 2512.24880 • Published • 321 -
Fantastic Reasoning Behaviors and Where to Find Them: Unsupervised Discovery of the Reasoning Process
Paper • 2512.23988 • Published • 19 -
SpaceTimePilot: Generative Rendering of Dynamic Scenes Across Space and Time
Paper • 2512.25075 • Published • 15 -
Guiding a Diffusion Transformer with the Internal Dynamics of Itself
Paper • 2512.24176 • Published • 8
-
StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets?
Paper • 2510.02209 • Published • 57 -
MM-DREX: Multimodal-Driven Dynamic Routing of LLM Experts for Financial Trading
Paper • 2509.05080 • Published -
TradingGroup: A Multi-Agent Trading System with Self-Reflection and Data-Synthesis
Paper • 2508.17565 • Published • 1 -
QTMRL: An Agent for Quantitative Trading Decision-Making Based on Multi-Indicator Guided Reinforcement Learning
Paper • 2508.20467 • Published
-
The Trinity of Consistency as a Defining Principle for General World Models
Paper • 2602.23152 • Published • 200 -
From Blind Spots to Gains: Diagnostic-Driven Iterative Training for Large Multimodal Models
Paper • 2602.22859 • Published • 151 -
OmniGAIA: Towards Native Omni-Modal AI Agents
Paper • 2602.22897 • Published • 53 -
Imagination Helps Visual Reasoning, But Not Yet in Latent Space
Paper • 2602.22766 • Published • 42
-
Kimi K2.5: Visual Agentic Intelligence
Paper • 2602.02276 • Published • 260 -
GLM-5: from Vibe Coding to Agentic Engineering
Paper • 2602.15763 • Published • 119 -
Agentic Reasoning for Large Language Models
Paper • 2601.12538 • Published • 202 -
Idea2Story: An Automated Pipeline for Transforming Research Concepts into Complete Scientific Narratives
Paper • 2601.20833 • Published • 183
-
Agentic Reasoning for Large Language Models
Paper • 2601.12538 • Published • 202 -
From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence
Paper • 2511.18538 • Published • 303 -
Agent Learning via Early Experience
Paper • 2510.08558 • Published • 275 -
Weak-Driven Learning: How Weak Agents make Strong Agents Stronger
Paper • 2602.08222 • Published • 284
-
Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models
Paper • 2602.12036 • Published • 93 -
Reinforcement Learning for Self-Improving Agent with Skill Library
Paper • 2512.17102 • Published • 42 -
Diffusion Knows Transparency: Repurposing Video Diffusion for Transparent Object Depth and Normal Estimation
Paper • 2512.23705 • Published • 45 -
Schoenfeld's Anatomy of Mathematical Reasoning by Language Models
Paper • 2512.19995 • Published • 16
-
Weak-Driven Learning: How Weak Agents make Strong Agents Stronger
Paper • 2602.08222 • Published • 284 -
Rethinking Generative Recommender Tokenizer: Recsys-Native Encoding and Semantic Quantization Beyond LLMs
Paper • 2602.02338 • Published • 42 -
Scaling Embeddings Outperforms Scaling Experts in Language Models
Paper • 2601.21204 • Published • 102 -
Agentic Reasoning for Large Language Models
Paper • 2601.12538 • Published • 202
-
THINKSAFE: Self-Generated Safety Alignment for Reasoning Models
Paper • 2601.23143 • Published • 39 -
PaperBanana: Automating Academic Illustration for AI Scientists
Paper • 2601.23265 • Published • 222 -
Agentic Reasoning for Large Language Models
Paper • 2601.12538 • Published • 202 -
BabyVision: Visual Reasoning Beyond Language
Paper • 2601.06521 • Published • 200
-
mHC: Manifold-Constrained Hyper-Connections
Paper • 2512.24880 • Published • 321 -
Fantastic Reasoning Behaviors and Where to Find Them: Unsupervised Discovery of the Reasoning Process
Paper • 2512.23988 • Published • 19 -
SpaceTimePilot: Generative Rendering of Dynamic Scenes Across Space and Time
Paper • 2512.25075 • Published • 15 -
Guiding a Diffusion Transformer with the Internal Dynamics of Itself
Paper • 2512.24176 • Published • 8