Wenbin Li (李文斌)

Wenbin Li (李文斌)

Nanjing University

H-index: 18

Asia-China

About Wenbin Li (李文斌)

Wenbin Li (李文斌), With an exceptional h-index of 18 and a recent h-index of 18 (since 2020), a distinguished researcher at Nanjing University, specializes in the field of Few-shot Learning, Metric Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

ONNXPruner: ONNX-Based General Model Pruning Adapter

Towards efficient image and video style transfer via distillation and learnable feature transformation

Exploiting Inter-sample and Inter-feature Relations in Dataset Distillation

Continual Offline Reinforcement Learning via Diffusion-based Dual Generative Replay

Optimistic Value Instructors for Cooperative Multi-Agent Reinforcement Learning

Multi-Agent Exploration via Self-Learning and Social Learning

Attention-based investigation and solution to the trade-off issue of adversarial training

Dynamic Replay Training for Class-Incremental Learning

Wenbin Li (李文斌) Information

University

Position

___

Citations(all)

1470

Citations(since 2020)

1456

Cited By

276

hIndex(all)

18

hIndex(since 2020)

18

i10Index(all)

22

i10Index(since 2020)

21

Email

University Profile Page

Nanjing University

Google Scholar

View Google Scholar Profile

Wenbin Li (李文斌) Skills & Research Interests

Few-shot Learning

Metric Learning

Top articles of Wenbin Li (李文斌)

Title

Journal

Author(s)

Publication Date

ONNXPruner: ONNX-Based General Model Pruning Adapter

arXiv preprint arXiv:2404.08016

Dongdong Ren

Wenbin Li

Tianyu Ding

Lei Wang

Qi Fan

...

2024/4/10

Towards efficient image and video style transfer via distillation and learnable feature transformation

Computer Vision and Image Understanding

Jing Huo

Meihao Kong

Wenbin Li

Jing Wu

Yu-Kun Lai

...

2024/2/2

Exploiting Inter-sample and Inter-feature Relations in Dataset Distillation

arXiv preprint arXiv:2404.00563

Wenxiao Deng

Wenbin Li

Tianyu Ding

Lei Wang

Hongguang Zhang

...

2024/3/31

Continual Offline Reinforcement Learning via Diffusion-based Dual Generative Replay

arXiv preprint arXiv:2404.10662

Jinmei Liu

Wenbin Li

Xiangyu Yue

Chunlin Chen

Zhi Wang

2024

Optimistic Value Instructors for Cooperative Multi-Agent Reinforcement Learning

Proceedings of the AAAI Conference on Artificial Intelligence

Chao Li

Yupeng Zhang

Jianqi Wang

Yujing Hu

Shaokang Dong

...

2024/3/24

Multi-Agent Exploration via Self-Learning and Social Learning

Shaokang Dong

Chao Li

Wubing Chen

Hongye Cao

Wenbin Li

...

2024/4/14

Attention-based investigation and solution to the trade-off issue of adversarial training

Neural Networks

Changbin Shao

Wenbin Li

Jing Huo

Zhenhua Feng

Yang Gao

2024/3/2

Dynamic Replay Training for Class-Incremental Learning

Yan Yang

Dongdong Ren

Chenglei Peng

Jing Huo

Wenbin Li

...

2024/4/14

Efficient Subgame Refinement for Extensive-form Games

Advances in Neural Information Processing Systems (NeurIPS)

Zhenxing Ge

Zheng Xu

Tianyu Ding

Wenbin Li

Yang Gao

2023/11/2

Defensive Few-shot Learning

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022

Wenbin Li

Lei Wang

Xingxing Zhang

Lei Qi

Jing Huo

...

2022/10/11

Rotogbml: Towards out-of-distribution generalization for gradient-based meta-learning

arXiv preprint arXiv:2303.06679

Min Zhang

Zifeng Zhuang

Zhitao Wang

Donglin Wang

Wenbin Li

2023/3/12

Efficient last-iterate convergence algorithms in solving games

arXiv preprint arXiv:2308.11256

Linjian Meng

Zhenxing Ge

Wenbin Li

Bo An

Yang Gao

2023/8/22

MetaLayer: A Meta-Learned BSDF Model for Layered Materials

ACM Transactions on Graphics (TOG)

Jie Guo

Zeru Li

Xueyan He

Beibei Wang

Wenbin Li

...

2023/12/4

MAP: Towards Balanced Generalization of IID and OOD through Model-Agnostic Adapters

Min Zhang

Junkun Yuan

Yue He

Wenbin Li

Zhengyu Chen

...

2023

Learning explicit credit assignment for cooperative multi-agent reinforcement learning via polarization policy gradient

Proceedings of the AAAI Conference on Artificial Intelligence

Wubing Chen

Wenbin Li

Xiao Liu

Shangdong Yang

Yang Gao

2023/6/26

WToE: Learning When to Explore in Multiagent Reinforcement Learning

IEEE Transactions on Cybernetics

Shaokang Dong

Hangyu Mao

Shangdong Yang

Shengyu Zhu

Wenbin Li

...

2023/11/21

Trip-ROMA: Self-Supervised Learning with Triplets and Random Mappings

arXiv preprint arXiv:2107.10419

Wenbin Li

Xuesong Yang

Meihao Kong

Lei Wang

Jing Huo

...

2021/7/22

Convergence Analysis of Graphical Game-Based Nash Q− Learning using the Interaction Detection Signal of N− Step Return

Yunkai Zhuang

Shangdong Yang

Wenbin Li

Yang Gao

2023

Where and how: Mitigating confusion in neural radiance fields from sparse inputs

Proceedings of the 31st ACM International Conference on Multimedia (ACMMM)

Yanqi Bao

Yuxin Li

Jing Huo

Tianyu Ding

Xinyue Liang

...

2023/8/5

Modeling inter-class and intra-class constraints in novel class discovery

Wenbin Li

Zhichen Fan

Jing Huo

Yang Gao

2023

See List of Professors in Wenbin Li (李文斌) University(Nanjing University)

Co-Authors

H-index: 121
Jiebo Luo

Jiebo Luo

University of Rochester

H-index: 59
Yang Gao

Yang Gao

Nanjing University

H-index: 52
Lei Wang

Lei Wang

University of Wollongong

H-index: 31
Yinghuan Shi(史颖欢)

Yinghuan Shi(史颖欢)

Nanjing University

H-index: 20
Jing Huo

Jing Huo

Nanjing University

H-index: 18
Hao Wang

Hao Wang

Nanjing University of Information Science and Technology

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