StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets?
Paper • 2510.02209 • Published • 57
QuantAgents
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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 -
AlphaAgents: Large Language Model based Multi-Agents for Equity Portfolio Constructions
Paper • 2508.11152 • Published • 1 -
Adaptive Alpha Weighting with PPO: Enhancing Prompt-Based LLM-Generated Alphas in Quant Trading
Paper • 2509.01393 • Published -
QuantAgent: Price-Driven Multi-Agent LLMs for High-Frequency Trading
Paper • 2509.09995 • Published • 16 -
Can LLMs Guide Their Own Exploration? Gradient-Guided Reinforcement Learning for LLM Reasoning
Paper • 2512.15687 • Published • 22 -
LongCat-Flash-Thinking-2601 Technical Report
Paper • 2601.16725 • Published • 180 -
Teaching Models to Teach Themselves: Reasoning at the Edge of Learnability
Paper • 2601.18778 • Published • 42 -
Self-Distillation Enables Continual Learning
Paper • 2601.19897 • Published • 36 -
Agentic Reasoning for Large Language Models
Paper • 2601.12538 • Published • 204 -
LLM-in-Sandbox Elicits General Agentic Intelligence
Paper • 2601.16206 • Published • 87 -
Learning to Discover at Test Time
Paper • 2601.16175 • Published • 45 -
Jackrong/Qwen3.5-27B-Claude-4.6-Opus-Reasoning-Distilled
Image-Text-to-Text • 28B • Updated • 195k • • 2.85k -
Innovator-VL: A Multimodal Large Language Model for Scientific Discovery
Paper • 2601.19325 • Published • 81 -
Latent Chain-of-Thought as Planning: Decoupling Reasoning from Verbalization
Paper • 2601.21358 • Published • 7 -
Euroswarms/CR-CA
Text Generation • 2B • Updated • 39 • • 2 -
Timer-S1: A Billion-Scale Time Series Foundation Model with Serial Scaling
Paper • 2603.04791 • Published • 20 -
Thinking to Recall: How Reasoning Unlocks Parametric Knowledge in LLMs
Paper • 2603.09906 • Published • 75 -
Jackrong/Qwen3.5-9B-Claude-4.6-Opus-Reasoning-Distilled-v2
Image-Text-to-Text • 10B • Updated • 4.51k • 167 -
On the Direction of RLVR Updates for LLM Reasoning: Identification and Exploitation
Paper • 2603.22117 • Published • 29 -
LongCat-Flash-Prover: Advancing Native Formal Reasoning via Agentic Tool-Integrated Reinforcement Learning
Paper • 2603.21065 • Published • 77 -
Qianfan-OCR: A Unified End-to-End Model for Document Intelligence
Paper • 2603.13398 • Published • 155 -
FinToolBench: Evaluating LLM Agents for Real-World Financial Tool Use
Paper • 2603.08262 • Published • 42 -
CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery
Paper • 2604.01658 • Published • 55 -
QuantCode-Bench: A Benchmark for Evaluating the Ability of Large Language Models to Generate Executable Algorithmic Trading Strategies
Paper • 2604.15151 • Published • 16 -
Generative Recursive Reasoning
Paper • 2605.19376 • Published • 25 -
AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration
Paper • 2605.20025 • Published • 132 -
NanoResearch: Co-Evolving Skills, Memory, and Policy for Personalized Research Automation
Paper • 2605.10813 • Published • 13 -
LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling
Paper • 2605.08083 • Published • 66