百晓学者学者目录

彭成

副教授，新疆师范大学

精选作品

期刊论文

2025

多模态课程知识图谱的构建方法研究

周晓红，盛延艳，彭成

《高科技与产业化》

DOI

2025

Student Classroom Behavior Recognition Based on Improved YOLOv7

Chunling Li, Cheng Peng

Proceedings of the 2025 2nd International Conference on Informatics Education and Computer Technology Applications

DOI

2025

Analysis of College Students' Mental Health Education under AI Empowerment

Cheng Peng

2025 International Conference on Modern Education, Psychology and Social Development

DOI

2024

Generative large language models are all-purpose text analytics engines: text-to-text learning is all your need

Cheng Peng, Xi Yang, Aokun Chen, Zehao Yu, Kaleb E. Smith, Anthony B. Costa, Mona G. Flores, Jiang Bian, Yonghui Wu

Journal Of The American Medical Informatics Association

DOI

2023

Sentiment Orientation Analysis of Micro-lecture Comments Based on MacBERT-BiGRU Model

Ruirui Sun, Cheng Peng, Jingran Liu, Chunling Li, Yujun Zhou

AAIA

DOI

2022

Student Expression Recognition in Smart Education Environment based on Convolutional Neural Network

Hao Yang, Cheng Peng, Rui-Rui Sun, Yujun Zhou, Xiaobo Cui

International Conferences on Dependable Systems and Their Applications

DOI

2008

西部师范院校信息素养教育模式研究

潘伟民，张际平，彭成

《电化教育研究》，No. 9

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2008

OpenMP技术在教学游戏中的应用

彭成，张际平

《电化教育研究》，No. 5

下载原文DOI

2008

基于Ad-hoc无线网络的教学游戏仿真探讨

彭成，彭成 董宏建 金慧 郑颖立

《现代远距离教育》，No. 2

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2008

互动与沉浸——从游戏和叙事的关系反思教学游戏设计的走向

彭成，董宏建 彭成 金慧 郑颖立

《现代远距离教育》，No. 1

下载原文

2007

Creative Experimental Teaching Demostration Center with State Level

Cheng Peng

2005

Practice and Thinking on the Experiments of Automatic Control

Cheng Peng

预印本

2026

A Parameter-Efficient Transfer Learning Approach through Multitask Prompt Distillation and Decomposition for Clinical NLP

Cheng Peng, Mengxian Lyu, Ziyi Chen, Yonghui Wu

arXiv preprint

2026

Two Heads Are Better Than One: Aggregating Weaker LLMs for Better Forecasts

Cheng Peng, Ruixi Luo, Zhi Chen, Wei Tang

arXiv preprint

2026

Structure-BiEval: A Self-Supervised, Dual-Track Framework for Decoupling Structure and Content in LLM Evaluation for Web Information Systems

Boxiang Zhao, Qince Li, Zhonghao Wang, Zelin Cao, Yi Wang, Peng Cheng, Bo Lin

arXiv preprint

2026

Countering Catastrophic Forgetting of Large Language Models for Better Instruction Following via Weight-Space Model Merging

Mengxian Lyu, Cheng Peng, Ziyi Chen, Mengyuan Zhang, Jieting Li Lu, Yonghui Wu

arXiv preprint

2026

Prompt, Plan, Extract: Zero-Shot Agentic LLMs Workflows for Lung Pathology Extraction from Clinical Narratives

Aman Pathak, Cheng Peng, Mengxian Lyu, Ziyi Chen, Reema Solan, Sankalp Talankar, Yasir Khan, Hiren Mehta, Aokun Chen, Yi Guo, Yonghui Wu

arXiv preprint

2026

Infinity-Parser2 Technical Report

Zuming Huang, Jun Huang, Kexuan Ren, Baode Wang, Weizhen Li, Jianming Feng, Yu Wang, Yichen Yao, Shijun Lin, Yige Tang, Cheng Peng, Weidi Xu, Wei Chu, Yinghui Xu, Yuan Qi

arXiv preprint

2026

MSign: An Optimizer Preventing Training Instability in Large Language Models via Stable Rank Restoration

Lianhai Ren, Yucheng Ding, Xiao Liu, Peng Cheng, Yeyun Gong

arXiv preprint

2026

An Agentic Generative Large Language Model for Treatment Planning of Colorectal Cancer

Mengxian Lyu, Cheng Peng, Tim Jang, Ang Li, Mengyuan Zhang, Ziyi Chen, Leighton Elliott, Tianshi Liu, Lidice Galindo, Chiranjeevi Sainatham, Oscar F. Borja-Montes, Kaleb E. Smith, Ying Zhang, Lichao Sun, Jiang Bian, Gloria Lipori, Duane A. Mitchell, Elizabeth A. Shenkman, Yi Guo, Thomas J. George, Yonghui Wu

arXiv preprint

2026

MedGPT-oss: Training a General-Purpose Vision-Language Model for Biomedicine

Kai Zhang, Zhengqing Yuan, Cheng Peng, Songlin Zhao, Mengxian Lyu, Ziyi Chen, Yanfang Ye, Wei Liu, Ying Zhang, Kaleb E Smith, Lifang He, Lichao Sun, Yonghui Wu

arXiv preprint

2026

RoofLang: Enabling AI-Driven Architecting of LLM Inference Systems

Ziyue Yang, Yuting Jiang, Lei Qu, Peng Cheng

arXiv preprint

2025

A Study of Large Language Models for Patient Information Extraction: Model Architecture, Fine-Tuning Strategy, and Multi-task Instruction Tuning

Cheng Peng, Xinyu Dong, Mengxian Lyu, Daniel Paredes, Yaoyun Zhang, Yonghui Wu

arXiv preprint

2025

Scaling Up Biomedical Vision-Language Models: Fine-Tuning, Instruction Tuning, and Multi-Modal Learning

Cheng Peng, Kai Zhang, Mengxian Lyu, Hongfang Liu, Lichao Sun, Yonghui Wu

arXiv preprint

2025

A Structure-Agnostic Co-Tuning Framework for LLMs and SLMs in Cloud-Edge Systems

Yuze Liu, Yunhan Wang, Tiehua Zhang, Zhishu Shen, Cheng Peng, Libing Wu, Feng Xia, Jiong Jin

arXiv preprint

2025

Natural Language Generation in Healthcare: A Review of Methods and Applications

Mengxian Lyu, Xiaohan Li, Ziyi Chen, Jinqian Pan, Cheng Peng, Sankalp Talankar, Yonghui Wu

arXiv preprint

2024

Reasoning on Efficient Knowledge Paths:Knowledge Graph Guides Large Language Model for Domain Question Answering

Yuqi Wang, Boran Jiang, Yi Luo, Dawei He, Peng Cheng, Liangcai Gao

arXiv preprint

2024

Improving Generalizability of Extracting Social Determinants of Health Using Large Language Models through Prompt-tuning

Cheng Peng, Zehao Yu, Kaleb E Smith, Wei-Hsuan Lo-Ciganic, Jiang Bian, Yonghui Wu

arXiv preprint

2024

UF-HOBI at "Discharge Me!": A Hybrid Solution for Discharge Summary Generation Through Prompt-based Tuning of GatorTronGPT Models

Mengxian Lyu, Cheng Peng, Daniel Paredes, Ziyi Chen, Aokun Chen, Jiang Bian, Yonghui Wu

arXiv preprint

2024

NewsBench: A Systematic Evaluation Framework for Assessing Editorial Capabilities of Large Language Models in Chinese Journalism

Miao Li, Ming-Bin Chen, Bo Tang, Shengbin Hou, Pengyu Wang, Haiying Deng, Zhiyu Li, Feiyu Xiong, Keming Mao, Peng Cheng, Yi Luo

arXiv preprint

2024

OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs

Jintian Zhang, Cheng Peng, Mengshu Sun, Xiang Chen, Lei Liang, Zhiqiang Zhang, Jun Zhou, Huajun Chen, Ningyu Zhang

arXiv preprint

2023

Model Tuning or Prompt Tuning? A Study of Large Language Models for Clinical Concept and Relation Extraction

Cheng Peng, Xi Yang, Kaleb E Smith, Zehao Yu, Aokun Chen, Jiang Bian, Yonghui Wu

arXiv preprint

DOI

2023

On the Impact of Cross-Domain Data on German Language Models

Amin Dada, Aokun Chen, Cheng Peng, Kaleb E Smith, Ahmad Idrissi-Yaghir, Constantin Marc Seibold, Jianning Li, Lars Heiliger, Xi Yang, Christoph M. Friedrich, Daniel Truhn, Jan Egger, Jiang Bian, Jens Kleesiek, Yonghui Wu

arXiv preprint

2023

UHGEval: Benchmarking the Hallucination of Chinese Large Language Models via Unconstrained Generation

Xun Liang, Shichao Song, Simin Niu, Zhiyu Li, Feiyu Xiong, Bo Tang, Yezhaohui Wang, Dawei He, Peng Cheng, Zhonghao Wang, Haiying Deng

arXiv preprint

DOI

研究方向

娱教技术 教育信息化 人工智能

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