Mengjie Deng

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upvoted a paper 5 days ago

ET-Agent: Incentivizing Effective Tool-Integrated Reasoning Agent via Behavior Calibration

Paper • 2601.06860 • Published 9 days ago • 15

upvoted a paper 8 days ago

EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis

Paper • 2601.05808 • Published 11 days ago • 35

upvoted 2 collections 8 days ago

Qwen3-VL

Collection

37 items • Updated 20 days ago • 587

ARPO

Collection

The official datasets and model checkpoints of ARPO • 10 items • Updated about 1 month ago • 7

upvoted 2 papers 8 days ago

ProcessBench: Identifying Process Errors in Mathematical Reasoning

Paper • 2412.06559 • Published Dec 9, 2024 • 86

NeoVerse: Enhancing 4D World Model with in-the-wild Monocular Videos

Paper • 2601.00393 • Published 19 days ago • 122

upvoted 4 papers about 1 month ago

ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration

Paper • 2511.21689 • Published Nov 26, 2025 • 119

Qwen3-VL Technical Report

Paper • 2511.21631 • Published Nov 26, 2025 • 150

DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Paper • 2512.02556 • Published Dec 2, 2025 • 252

Memory in the Age of AI Agents

Paper • 2512.13564 • Published Dec 15, 2025 • 143

upvoted a paper 2 months ago

V-Thinker: Interactive Thinking with Images

Paper • 2511.04460 • Published Nov 6, 2025 • 96

upvoted 5 papers 3 months ago

ToolScope: An Agentic Framework for Vision-Guided and Long-Horizon Tool Use

Paper • 2510.27363 • Published Oct 31, 2025 • 22

DeepAgent: A General Reasoning Agent with Scalable Toolsets

Paper • 2510.21618 • Published Oct 24, 2025 • 99

The Dragon Hatchling: The Missing Link between the Transformer and Models of the Brain

Paper • 2509.26507 • Published Sep 30, 2025 • 544

Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation

Paper • 2510.17354 • Published Oct 20, 2025 • 34

Agentic Entropy-Balanced Policy Optimization

Paper • 2510.14545 • Published Oct 16, 2025 • 105

upvoted 4 papers 4 months ago

Toward Effective Tool-Integrated Reasoning via Self-Evolved Preference Learning

Paper • 2509.23285 • Published Sep 27, 2025 • 13

Reinforcement Learning on Pre-Training Data

Paper • 2509.19249 • Published Sep 23, 2025 • 67

LIMI: Less is More for Agency

Paper • 2509.17567 • Published Sep 22, 2025 • 103

A Survey of Reinforcement Learning for Large Reasoning Models

Paper • 2509.08827 • Published Sep 10, 2025 • 190