刘剑锋｜中南大学｜学者主页

百晓学者学者目录

精选作品

期刊论文

2026

Leveraging Dual-Teacher Collaboration and Discriminative Language Guidance for Robust Blood Cell Detection

Jianfeng Liu, Wenzhuo Xu, Xinquan Yang, Yinan Zhang, Shichao Kan, Guoping Zhang, Yixiong Liang

IEEE Journal of Biomedical and Health Informatics

DOI

2026

ChromoSIS: A Shape-Constrained and Spatially-Aware Framework for Chromosome Instance Segmentation

Weixiao Fang, Shichao Kan, Jianfeng Liu, Yixiong Liang

Proceedings - International Conference on Image Processing

DOI

2026

MAPL: Enhancing Visual Prompt Encoding for Robust Open-Set Blood Cell Detection

Wenzhuo Xu, Jianfeng Liu, Yanan Xu, Shichao Kan, Yixiong Liang

Lecture notes in computer science

DOI

2026

Gsformer: a dual-architecture deep learning framework with CNN-self-attention and sparse-attention for genomic selection

Tingting Yang, Weicong Wu, Yahui Xue, Lei Zhou, Huimin Kang, Jianfeng Liu

Genetics Selection Evolution

DOI

2025

[Review] Integrating Aversive Memories in the Basolateral Amygdala

Jianfeng Liu, Michael S. Totty, Hugo Bayer, Stephen Maren

Biological Psychiatry，Vol. 98, No. 10

DOI

2025

Genomic selection in pig breeding: comparative analysis of machine learning algorithms

Ruilin Su, Jing-Bo Lv, Yahui Xue, Sheng Jiang, Lei Zhou, Li Jiang, Junyan Tan, Zhencai Shen, Ping Zhong, Jianfeng Liu

Genetics Selection Evolution

DOI

2025

Identification of key genes affecting intramuscular fat deposition in pigs using machine learning models

Yumei Shi, Xini Wang, Shaokang Chen, Yanhui Zhao, Yan Wang, Xi-Hui Sheng, Xiao-Long Qi, Lei Zhou, Yu Feng, Jianfeng Liu, Chu-Duan Wang, K. Xing

Frontiers in Genetics

DOI

2024

Task-Aware Transformer For Partially Supervised Retinal Fundus Image Segmentation

Hailong Zeng, Jianfeng Liu, Yixiong Liang

DOI

2024

DES-SAM: Distillation-Enhanced Semantic SAM for Cervical Nuclear Segmentation with Box Annotation

Lina Huang, Yixiong Liang, Jianfeng Liu

Lecture notes in computer science

DOI

2023

融合对比预测编码的深度双Q网络

刘剑锋，普杰信，孙力帆

《计算机工程与应用》

2023

Exploring Contextual Relationships for Cervical Abnormal Cell Detection

Yixiong Liang, Shuo Feng, Qing Liu, Hulin Kuang, Jianfeng Liu, Liyan Liao, Yun Du, Jianxin Wang

IEEE Journal of Biomedical and Health Informatics

DOI

2022

Selective TAAR1 agonists induce conditioned taste aversion

Jianfeng Liu, Ruyan Wu, Bernard Johnson, Yanan Zhang, Qing Zhu, Jun-Xu Li

Psychopharmacology，Vol. 2390, No. 10

DOI

2022

TAAR1 regulates drug-induced reinstatement of cocaine-seeking via negatively modulating CaMKIIα activity in the NAc

Jianfeng Liu, Ruyan Wu, Robert Seaman, Kevin M. Manz, Bernard Johnson, Jimmy Vu, Yufei Huang, Yanan Zhang, Alfred J. Robison, Rachael Neve, Brad A. Grueter, David Dietz, Jun-Xu Li

Molecular Psychiatry，Vol. 270, No. 40

DOI

2022

Interleukin-1 receptor-associated kinase 4 (IRAK4) in the nucleus accumbens regulates opioid-seeking behavior in male rats

Ruyan Wu, Jianfeng Liu, Jimmy Vu, Yufei Huang, David M. Dietz, Jun-Xu Li

Brain Behavior And Immunity，Vol. 101

DOI

2022

Activation of trace amine-associated receptor 1 attenuates nicotine withdrawal-related effects

Ruyan Wu, Jianfeng Liu, Bernard Johnson, Yufei Huang, Yanan Zhang, Jun-Xu Li

Addiction Biology，Vol. 27, No. 1

DOI

2021

Weakly Supervised Deep Nuclei Segmentation With Sparsely Annotated Bounding Boxes for DNA Image Cytometry

Yixiong Liang, Zhihua Yin, Haotian Liu, Hailong Zeng, Jianxin Wang, Jianfeng Liu, Nanying Che

IEEE Transactions on Computational Biology and Bioinformatics

DOI

2020

Effects of a trace amine-associated receptor 1 agonist RO 5263397 on ethanol-induced behavioral sensitization

Ruyan Wu, Jianfeng Liu, Kaixuan Wang, Yufei Huang, Yanan Zhang, Jun-Xu Li

Behavioural Brain Research，Vol. 390

DOI

2019

Scale-invariant structure saliency selection for fast image fusion

Yixiong Liang, Yuan Mao, Jiazhi Xia, Yao Xiang, Jianfeng Liu

Neurocomputing

DOI

2018

Object detection based on deep learning for urine sediment examination

Yixiong Liang, Zhihong Tang, Meng Yan, Jianfeng Liu

Journal of Applied Biomedicine

DOI

2015

[Review] Thermosensation and longevity

Rui Xiao, Jianfeng Liu, X. Z. Shawn Xu

Journal Of Comparative Physiology A-Neuroethology Sensory Neural And Behavioral Physiology，Vol. 2010, No. 9

DOI

2007

A coordination model using fuzzy reinforcement learning for multi-agent system

Jun Peng, Miao Liu, Jianfeng Liu, Kuo‐Chi Lin, Min Wu

International Symposium on Collaborative Technologies and Systems (CTS)

DOI

预印本

2026

Freeze, Then Select: Structured Field Adapters and Stability-Validated Weak Selection for PDE Discovery from Sparse Observations

Juncheng Zhong, Chenghuang Shen, Jianfeng Liu, Zhengdong Xiao, Longjiu Luo, Qianrong Wang, Wenjun Xu, Wenlian Lu

arXiv preprint

2026

CirrusBench: Evaluating LLM-based Agents Beyond Correctness in Real-World Cloud Service Environments

Yi Yu, Guangquan Hu, Chenghuang Shen, Xingyan Liu, Jing Gu, Hangyi Sun, Junzhuo Ma, Weiting Liu, Jianfeng Liu, Mingyue Pu, Yu Wang, Zhengdong Xiao, Rui Xie, Longjiu Luo, Qianrong Wang, Gurong Cui, Honglin Qiao, Wenlian Lu

arXiv preprint

2026

SkillForge: Forging Domain-Specific, Self-Evolving Agent Skills in Cloud Technical Support

Xingyan Liu, Xiyue Luo, Linyu Li, Ganghong Huang, Jianfeng Liu, Honglin Qiao

arXiv preprint

DOI

2026

Adapting Technical-Service LLM Agents with Latent Logic Augmentation, Robust Noise Reduction, and Hybrid Reward Modeling

Junzhuo Ma, Chenghuang Shen, Yi Yu, Xingyan Liu, Jing Gu, Hangyi Sun, Guangquan Hu, Jianfeng Liu, Weiting Liu, Pu Mingyue, Wang Yu, Zhengdong Xiao, Rui Xie, Longjiu Luo, Qianrong Wang, Gurong Cui, Honglin Qiao, Wenlian Lu

arXiv preprint

2026

From Distributions to Stochastic Processes: Neural Approximation of Measure-Valued Maps

Yichen Wang, Ziyi Wang, Wenlian Lu, Chenghuang Shen, Jianfeng Liu, Zhengdong Xiao, Longjiu Luo, Qianrong Wang

arXiv preprint

2025

MAIN: Mutual Alignment Is Necessary for instruction tuning

Fanyi Yang, Jianfeng Liu, Xin Zhang, Haoyu Liu, Xixin Cao, Yuefeng Zhan, Hao Sun, Weiwei Deng, Feng Sun, Qi Zhang

arXiv preprint

2025

RPG: A Repository Planning Graph for Unified and Scalable Codebase Generation

Jane Luo, Xin Zhang, Steven Liu, Jie Wu, Jianfeng Liu, Yiming Huang, Yangyu Huang, Chengyu Yin, Ying Xin, Yuefeng Zhan, Hao Sun, Qi Chen, Scarlett Li, Mao Yang

arXiv preprint

2025

RePrompt: Reasoning-Augmented Reprompting for Text-to-Image Generation via Reinforcement Learning

Mingrui Wu, Lu Wang, Pu Zhao, Fangkai Yang, Jianjin Zhang, Jianfeng Liu, Yuefeng Zhan, Weihao Han, Hao Sun, Jiayi Ji, Xiaoshuai Sun, Qingwei Lin, Weiwei Deng, Dongmei Zhang, Feng Sun, Qi Zhang, Rongrong Ji

arXiv preprint

2025

GeAR: Generation Augmented Retrieval

Haoyu Liu, Shaohan Huang, Jianfeng Liu, Yuefeng Zhan, Hao Sun, Weiwei Deng, Feng Sun, Furu Wei, Qi Zhang

arXiv preprint

2025

LettinGo: Explore User Profile Generation for Recommendation System

Lu Wang, Di Zhang, Fangkai Yang, Pu Zhao, Jianfeng Liu, Yuefeng Zhan, Hao Sun, Qingwei Lin, Weiwei Deng, Dongmei Zhang, Feng Sun, Qi Zhang

arXiv preprint

2024

Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents

Shihan Deng, Weikai Xu, Hongda Sun, Wei Liu, Tao Tan, Jianfeng Liu, Ang Li, Jian Luan, Bin Wang, Rui Yan, Shuo Shang

arXiv preprint

2024

An efficient framework based on large foundation model for cervical cytopathology whole slide image screening

Jialong Huang, Gaojie Li, Shichao Kan, Jianfeng Liu, Yixiong Liang

arXiv preprint

2024

MobileVLM: A Vision-Language Model for Better Intra- and Inter-UI Understanding

Qinzhuo Wu, Weikai Xu, Wei Liu, Tao Tan, Jianfeng Liu, Ang Li, Jian Luan, Bin Wang, Shuo Shang

arXiv preprint

2024

Token-level Proximal Policy Optimization for Query Generation

Yichen Ouyang, Lu Wang, Fangkai Yang, Pu Zhao, Chenghua Huang, Jianfeng Liu, Bochen Pang, Yaming Yang, Yuefeng Zhan, Hao Sun, Qingwei Lin, Saravan Rajmohan, Weiwei Deng, Dongmei Zhang, Feng Sun, Qi Zhang

arXiv preprint

2024

StreamAdapter: Efficient Test Time Adaptation from Contextual Streams

Dilxat Muhtar, Yelong Shen, Yaming Yang, Xiaodong Liu, Yadong Lu, Jianfeng Liu, Yuefeng Zhan, Hao Sun, Weiwei Deng, Feng Sun, Xueliang Zhang, Jianfeng Gao, Weizhu Chen, Qi Zhang

arXiv preprint

2024

Subobject-level Image Tokenization

Delong Chen, Samuel Cahyawijaya, Jianfeng Liu, Baoyuan Wang, Pascale Fung

arXiv preprint

2024

MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning

Yaming Yang, Dilxat Muhtar, Yelong Shen, Yuefeng Zhan, Jianfeng Liu, Yujing Wang, Hao Sun, Denvy Deng, Feng Sun, Qi Zhang, Weizhu Chen, Yunhai Tong

arXiv preprint

2024

$Se^2$: Sequential Example Selection for In-Context Learning

Haoyu Liu, Jianfeng Liu, Shaohan Huang, Yuefeng Zhan, Hao Sun, Weiwei Deng, Furu Wei, Qi Zhang

arXiv preprint

2023

Orca: A Few-shot Benchmark for Chinese Conversational Machine Reading Comprehension

Nuo Chen, Hongguang Li, Junqing He, Yinan Bao, Xinshi Lin, Qi Yang, Jianfeng Liu, Ruyi Gan, Jiaxing Zhang, Baoyuan Wang, Jia Li

arXiv preprint

2023

UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation

Daixuan Cheng, Shaohan Huang, Junyu Bi, Yuefeng Zhan, Jianfeng Liu, Yujing Wang, Hao Sun, Furu Wei, Denvy Deng, Qi Zhang

arXiv preprint

2023

Visual Instruction Tuning with Polite Flamingo

Delong Chen, Jianfeng Liu, Wenliang Dai, Baoyuan Wang

arXiv preprint

2020

GoChat: Goal-oriented Chatbots with Hierarchical Reinforcement Learning

Jianfeng Liu, Feiyang Pan, Ling Luo

arXiv preprint

2020

Applying Cyclical Learning Rate to Neural Machine Translation

Choon Meng Lee, Jianfeng Liu, Wei Peng

arXiv preprint

2018

Efficient Misalignment-Robust Multi-Focus Microscopical Images Fusion

Yixiong Liang, Yuan Mao, Zhihong Tang, Meng Yan, Yuqian Zhao, Jianfeng Liu

arXiv preprint

DOI

研究方向

深度学习、机器学习

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