Mengnan Du - Publications, H-index & Citations

Mengnan Du

chinese university of hong kong

26H指数

195论文数

5.2K被引数

收录论文 15

发表时间

Attribution Explanations for Deep Neural Networks: A Theoretical Perspective 深度神经网络的可归因性解释：一种理论视角

IEEE Transactions on Pattern Analysis and Machine Intelligence

IF18.6

2026-02-24

PREAI

Huiqi Deng; Hongbin Pei; Quanshi Zhang; Mengnan Du

BATED: Learning fair representation for Pre-trained Language Models via biased teacher-guided disentanglement BATED：通过有偏教师引导的解耦方法为预训练语言模型学习公平表示

artificial intelligence review

IF4.6

2025-08-08

PREAI

Yingji Li; Mengnan Du; Rui Song; Mu Liu; Ying Wang

Aligning large language models and geometric deep models for protein representation 对大型语言模型和几何深度模型进行对齐，以实现蛋白质表示

PATTERNS

IF7.4

2025-05-01

OAAI

Shu, Dong; Duan, Bingbing; Guo, Kai; Zhou, Kaixiong; Tang, Jiliang; Du, Mengnan

Boosting Fair Classifier Generalization through Adaptive Priority Reweighing

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2025-02-15

OAAI

Hu, Zhihao; Xu, Yiran; Du, Mengnan; Gu, Jindong; Tian, Xinmei; He, Fengxiang

Fair-RGNN: Mitigating Relational Bias on Knowledge Graphs

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2025-02-14

OAAI

Chuang, Yu-neng; Lai, Kwei-herng; Tang, Ruixiang; Du, Mengnan; Chang, Chia-yuan; Zou, Na; Hu, Xia

When Search Engine Services Meet Large Language Models: Visions and Challenges 当搜索引擎服务遇到大型语言模型: 愿景和挑战

IEEE TRANSACTIONS ON SERVICES COMPUTING

IF5.8

2024-11-01

OAAI

Xiong, Haoyi; Bian, Jiang; Li, Yuchen; Li, Xuhong; Du, Mengnan; Wang, Shuaiqiang; Yin, Dawei; Helal, Sumi

Mitigating social biases of pre-trained language models via contrastive self-debiasing with double data augmentation

artificial intelligence review

IF4.6

2024-07-01

PREAI

Li, Yingji; Du, Mengnan; Song, Rui; Wang, Xin; Sun, Mingchen; Wang, Ying

Explainability for Large Language Models: A Survey 大型语言模型的可解释性: 一项调查

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2024-02-22

OAAI

Zhao, Haiyan; Chen, Hanjie; Yang, Fan; Liu, Ninghao; Deng, Huiqi; Cai, Hengyi; Wang, Shuaiqiang; Yin, Dawei; Du, Mengnan

Shortcut Learning of Large Language Models in Natural Language Understanding

COMMUNICATIONS OF THE ACM

IF12.2

2023-12-21

OAAI

Du, Mengnan; He, Fengxiang; Zou, Na; Tao, Dacheng; Hu, Xia

Subarchitecture Ensemble Pruning in Neural Architecture Search 神经体系结构搜索中的子体系结构集成修剪

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2022-12-01

OAAI

Bian, Yijun; Song, Qingquan; Du, Mengnan; Yao, Jun; Chen, Huanhuan; Hu, Xia

A single-center, prospective, open-label, single-arm trial of sintilimab with paclitaxel and carboplatin as a neoadjuvant therapy for esophageal squamous carcinoma

ANNALS OF ONCOLOGY

IF65.4

2021-09-01

OAAI

Zhang, Z.; Ye, J.; Li, H.; Du, M.; Gu, D.; Zhang, J.; Chen, W.; Xu, C.; Fang, Y.; Zhang, J.; Zhao, K.; Zhou, G.

Fairness in Deep Learning: A Computational Perspective

IEEE INTELLIGENT SYSTEMS

IF6.1

2021-07-01

131

OAAI

Du, Mengnan; Yang, Fan; Zou, Na; Hu, Xia

A deep learning approach for identifying cancer survivors living with post-traumatic stress disorder on Twitter

BMC MEDICAL INFORMATICS AND DECISION MAKING

IF3.8

2020-12-14

OAAI

Ismail, Nur Hafieza; Liu, Ninghao; Du, Mengnan; He, Zhe; Hu, Xia

Techniques for Interpretable Machine Learning 可解释的机器学习技术

COMMUNICATIONS OF THE ACM

IF12.2

2019-12-20

710

OAAI

Du, Mengnan; Li, Ninghao; Hu, Xia

Salient object detection via region contrast and graph regularization

SCIENCE CHINA-INFORMATION SCIENCES

IF7.6

2016-01-18

PREAI

Wu, Xingming; Du, Mengnan; Chen, Weihai; Wang, Jianhua

研究方向