Qinchuan Cheng

Xi'an Jiaotong University, Xi'an

Undergraduate
Egocentric Compilation
LLM Post-Training & Agents
AI for Science
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Email
QQ 2310820636@qq.com Institution cdzqzwd20041108@stu.xjtu.edu.cn
GitHub Scholar ORCID iD 中文
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#llm agent

Content tagged with "llm agent"

Ego2World: Compiling Egocentric Cooking Videos into Executable Worlds for Belief-State Planning
October 2026 Under review
#Egocentric Compilation #Embodied AI #LLM Agent #Benchmark

A symbolic simulation environment compiled from real kitchen videos for evaluating large-model agents on long-horizon embodied tasks.

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Ego2World: Video-Compiled Symbolic Simulator for Embodied Agents
#Multimodal Models #Embodied AI #LLM Agent #Symbolic Simulation

A video-driven symbolic simulator and belief-state planning benchmark built from HD-EPIC egocentric cooking videos.

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LAW MASTER
#LLM Agent #Legal AI #Graph-RAG #Reinforcement Learning

A legal QA and agent system integrating Graph-RAG, reinforcement learning, harness engineering, and multi-agent collaboration.

© 2026 Qinchuan Cheng.
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