XINJI MAI / OPEN SOURCE开源工作

Projects项目

Systems, models, and benchmarks I have contributed to. Explore the code and the corresponding papers.我参与的系统、模型与评测基准,以及对应的代码仓库和论文。

QwenPaw homepage banner with its snow leopard mascot and Get your paws up now slogan

Agentic HarnessAgentic Harness

QwenPaw

Building custom Agentic RL datasets and a QwenPaw Flash training and evaluation loop.构建 Agentic RL 定制数据集与 QwenPaw Flash 训练、评测闭环。

CuES framework overview

AGENTIC REINFORCEMENT LEARNING智能体强化学习

CuES

Curiosity-guided exploration grounds synthetic tasks in executable environments for agentic reinforcement learning.以好奇心引导环境探索,在可执行的环境中合成智能体强化学习任务。

AgentEvolver framework overview

SELF-EVOLVING AGENTS自进化智能体

AgentEvolver

Combines self-questioning, self-navigating, and self-attributing to help agents learn from their own experience.结合自主提问、自主探索与自主归因,让智能体从自身经验中持续学习。

Interactive rollout with spontaneous Python execution

TOOL-INTERACTIVE REINFORCEMENT LEARNING工具交互强化学习

Agentic RL Scaling Law

Asynchronous reinforcement learning and tool interaction for spontaneous Python execution and mathematical reasoning.支持异步强化学习与工具交互,让模型自主生成、执行 Python 代码,探索数学推理能力的规模化规律。

CMLM-ZhongJing framework overview

TRADITIONAL CHINESE MEDICINE中医大语言模型

CMLM-ZhongJing

An open-source language model for Traditional Chinese Medicine, with a framework for model training and evaluation.开源中医大语言模型,提供模型训练与评估框架。

UMBEnet framework overview

MULTIMODAL EMOTION RECOGNITION多模态情绪识别

UMBEnet

Unifies multimodal emotion signals through a brain-inspired emotional central mechanism.通过脑启发的情感中枢机制,统一建模多模态情绪信号。

Hi-EF multilayered contextual interaction sample with video, audio, text, and emotion annotations

EMOTION FORECASTING情绪预测

Hi-EF

Introduces a benchmark and multimodal framework for forecasting emotions in human interactions.构建人际互动中的情绪预测基准,并提出多模态预测框架。

OUS framework overview

CONTEXT-AWARE EMOTION RECOGNITION情境感知情绪识别

OUS

Connects scene context with facial features to support more context-aware emotion recognition.联结场景上下文与面部特征,让情绪识别更充分地理解情境。