Wenbin Li - RankMe

98 papers A* 21A 3B 2Misc 2Journal 65Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A continual learning framework with long-term and multiple short-term memory networks. Neural Networks Shangge Liu, Lei Wang, Rui Yan, Jing Huo, Wenbin Li, Yang Gao
2026	J	`jnl`	AMPL: An adaptive meta-prompt learner for few-shot image classification. Neural Networks Zhiping Wu, Lian Huai, Tong Liu, Zeyu Shangguan, Lei Wang, Jing Huo, Wenbin Li, Yang Gao, Xingqun Jiang
2026	J	`jnl`	Unsupervised few-shot learning with object-aware and attribute-consistent augmentation. Pattern Recognit. Zhiping Wu, Lian Huai, Tong Liu, Zeyu Shangguan, Wenbin Li, Yang Gao, Xingqun Jiang
2025	J	`jnl`	3D Gaussian Splatting: Survey, Technologies, Challenges, and Opportunities. IEEE Trans. Circuits Syst. Video Technol. Yanqi Bao, Tianyu Ding, Jing Huo, Yaoli Liu, Yuxin Li, Wenbin Li, Yang Gao, Jiebo Luo
2025	J	`jnl`	Adapting In-Domain Few-Shot Segmentation to New Domains without Retraining. CoRR Qi Fan, Kaiqi Liu, Nian Liu, Hisham Cholakkal, Rao Muhammad Anwer, Wenbin Li, Yang Gao
2025	J	`jnl`	Coordinating Multi-Agent Reinforcement Learning via Dual Collaborative Constraints. Neural Networks Chao Li, Shaokang Dong, Shangdong Yang, Yujing Hu, Wenbin Li, Yang Gao
2025	J	`jnl`	Dictionary Based Generative Adversarial Network for Multi-Collection Style Transfer. IEEE Trans. Multim. Jing Huo, Shiyin Jin, Jiashen Li, Pinzhuo Tian, Wenbin Li, Jing Wu, Yu-Kun Lai, Yang Gao
2025	A*	`conf`	Enhancing Few-Shot Class-Incremental Learning via Training-Free Bi-Level Modality Calibration. CVPR Yiyang Chen, Tianyu Ding, Lei Wang, Jing Huo, Yang Gao, Wenbin Li
2025	J	`jnl`	Leveraging Frequency Analysis for Image Denoising Network Pruning. IEEE Trans. Image Process. Dongdong Ren, Wenbin Li, Jing Huo, Lei Wang, Hongbing Pan, Yang Gao
2025	J	`jnl`	LibContinual: A Comprehensive Library towards Realistic Continual Learning. CoRR Wenbin Li, Shangge Liu, Borui Kang, Yiyang Chen, KaXuan Lew, Yang Chen, Yinghuan Shi, Lei Wang, Yang Gao, Jiebo Luo
2025	J	`jnl`	Multi-Task Multi-Agent Reinforcement Learning With Interaction and Task Representations. IEEE Trans. Neural Networks Learn. Syst. Chao Li, Shaokang Dong, Shangdong Yang, Yujing Hu, Tianyu Ding, Wenbin Li, Yang Gao
2025	J	`jnl`	ONNXPruner: ONNX-Based General Model Pruning Adapter. IEEE Trans. Pattern Anal. Mach. Intell. Dongdong Ren, Wenbin Li, Tianyu Ding, Lei Wang, Qi Fan, Jing Huo, Hongbing Pan, Yang Gao
2025	J	`jnl`	REST: A resolution preserving network for photorealistic style transfer via semantic distillation. Comput. Vis. Image Underst. Jing Huo, Zheng Gu, Jiulin Zhang, Xiangde Liu, Shiyin Jin, Pinzhuo Tian, Wenbin Li, Jing Wu, Yu-Kun Lai, Yang Gao
2025	A*	`conf`	Reducing Variance of Stochastic Optimization for Approximating Nash Equilibria in Normal-Form Games. ICML Linjian Meng, Wubing Chen, Wenbin Li, Tianpei Yang, Youzhi Zhang, Yang Gao
2025	J	`jnl`	Robust Dataset Distillation by Matching Adversarial Trajectories. CoRR Wei Lai, Tianyu Ding, Dongdong Ren, Lei Wang, Jing Huo, Yang Gao, Wenbin Li
2025	J	`jnl`	SEA: Semantic Map Prediction for Active Exploration of Uncertain Areas. CoRR Hongyu Ding, Xinyue Liang, Yudong Fang, You Wu, Jieqi Shi, Jing Huo, Wenbin Li, Jing Wu, Yu-Kun Lai, Yang Gao
2025	A*	`conf`	Text and Image Are Mutually Beneficial: Enhancing Training-Free Few-Shot Classification with CLIP. AAAI Yayuan Li, Jintao Guo, Lei Qi, Wenbin Li, Yinghuan Shi
2025	J	`jnl`	WeakMedSAM: Weakly-Supervised Medical Image Segmentation via SAM With Sub-Class Exploration and Prompt Affinity Mining. IEEE Trans. Medical Imaging Haoran Wang, Lian Huai, Wenbin Li, Lei Qi, Xingqun Jiang, Yinghuan Shi
2025	J	`jnl`	WeakMedSAM: Weakly-Supervised Medical Image Segmentation via SAM with Sub-Class Exploration and Prompt Affinity Mining. CoRR Haoran Wang, Lian Huai, Wenbin Li, Lei Qi, Xingqun Jiang, Yinghuan Shi
2024	J	`jnl`	3D Gaussian Splatting: Survey, Technologies, Challenges, and Opportunities. CoRR Yanqi Bao, Tianyu Ding, Jing Huo, Yaoli Liu, Yuxin Li, Wenbin Li, Yang Gao, Jiebo Luo
2024	J	`jnl`	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	Misc	`conf`	Dynamic Replay Training for Class-Incremental Learning. ICASSP Yan Yang, Dongdong Ren, Chenglei Peng, Jing Huo, Wenbin Li, Yang Gao
2024	J	`jnl`	Egoism, utilitarianism and egalitarianism in multi-agent reinforcement learning. Neural Networks Shaokang Dong, Chao Li, Shangdong Yang, Bo An, Wenbin Li, Yang Gao
2024	A*	`conf`	Exploiting Inter-sample and Inter-feature Relations in Dataset Distillation. CVPR Wenxiao Deng, Wenbin Li, Tianyu Ding, Lei Wang, Hongguang Zhang, Kuihua Huang, Jing Huo, Yang Gao
2024	J	`jnl`	Exploiting Inter-sample and Inter-feature Relations in Dataset Distillation. CoRR Wenxiao Deng, Wenbin Li, Tianyu Ding, Lei Wang, Hongguang Zhang, Kuihua Huang, Jing Huo, Yang Gao
2024	A*	`conf`	InsertNeRF: Instilling Generalizability into NeRF with HyperNet Modules. ICLR Yanqi Bao, Tianyu Ding, Jing Huo, Wenbin Li, Yuxin Li, Yang Gao
2024	J	`jnl`	Learning Multi-Intersection Traffic Signal Control via Coevolutionary Multi-Agent Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. Wubing Chen, Shangdong Yang, Wenbin Li, Yujing Hu, Xiao Liu, Yang Gao
2024	—	`conf`	Making the Primary Task Primary: Boosting Few-Shot Classification by Gradient-Biased Multi-task Learning. PRCV (1) Yunchen Wu, Boyao Shi, Jing Huo, Wenbin Li, Yang Gao, Hao Liu, Yunhao Wang, Tinghao Yu
2024	J	`jnl`	ONNXPruner: ONNX-Based General Model Pruning Adapter. CoRR Dongdong Ren, Wenbin Li, Tianyu Ding, Lei Wang, Qi Fan, Jing Huo, Hongbing Pan, Yang Gao
2024	—	`conf`	Rare Fungi Image Classification Based on Few-Shot Learning and Data Augmentation. ICPR (16) Jiayi Hao, Yulin Feng, Wenbin Li, Jiebo Luo
2024	A*	`conf`	Safe and Robust Subgame Exploitation in Imperfect Information Games. ICML Zhenxing Ge, Zheng Xu, Tianyu Ding, Linjian Meng, Bo An, Wenbin Li, Yang Gao
2024	—	`conf`	Task-Aware Few-Shot Image Generation via Dynamic Local Distribution Estimation and Sampling. PRCV (2) Zheng Gu, Wenbin Li, Tianyu Ding, Zhengli Wang, Jing Huo, Kuihua Huang, Yang Gao
2024	J	`jnl`	Text and Image Are Mutually Beneficial: Enhancing Training-Free Few-Shot Classification with CLIP. CoRR Yayuan Li, Jintao Guo, Lei Qi, Wenbin Li, Yinghuan Shi
2024	J	`jnl`	Towards efficient image and video style transfer via distillation and learnable feature transformation. Comput. Vis. Image Underst. Jing Huo, Meihao Kong, Wenbin Li, Jing Wu, Yu-Kun Lai, Yang Gao
2024	J	`jnl`	WToE: Learning When to Explore in Multiagent Reinforcement Learning. IEEE Trans. Cybern. Shaokang Dong, Hangyu Mao, Shangdong Yang, Shengyu Zhu, Wenbin Li, Jianye Hao, Yang Gao
2024	J	`jnl`	Zero-Shot Video Editing through Adaptive Sliding Score Distillation. CoRR Lianghan Zhu, Yanqi Bao, Jing Huo, Jing Wu, Yu-Kun Lai, Wenbin Li, Yang Gao
2023	J	`jnl`	A Multilayer Framework for Online Metric Learning. IEEE Trans. Neural Networks Learn. Syst. Wenbin Li, Yanfang Liu, Jing Huo, Yinghuan Shi, Yang Gao, Lei Wang, Jiebo Luo
2023	Misc	`conf`	Convergence Analysis of Graphical Game-Based Nash Q-Learning using the Interaction Detection Signal of N-Step Return. ICASSP Yunkai Zhuang, Shangdong Yang, Wenbin Li, Yang Gao
2023	J	`jnl`	Defensive Few-Shot Learning. IEEE Trans. Pattern Anal. Mach. Intell. Wenbin Li, Lei Wang, Xingxing Zhang, Lei Qi, Jing Huo, Yang Gao, Jiebo Luo
2023	J	`jnl`	Effective Interpretable Policy Distillation via Critical Experience Point Identification. IEEE Intell. Syst. Xiao Liu, Shuyang Liu, Bo An, Yang Gao, Shangdong Yang, Wenbin Li
2023	J	`jnl`	Efficient Last-iterate Convergence Algorithms in Solving Games. CoRR Linjian Meng, Zhenxing Ge, Wenbin Li, Bo An, Yang Gao
2023	A*	`conf`	Efficient Subgame Refinement for Extensive-form Games. NeurIPS Zhenxing Ge, Zheng Xu, Tianyu Ding, Wenbin Li, Yang Gao
2023	J	`jnl`	Global- and local-aware feature augmentation with semantic orthogonality for few-shot image classification. Pattern Recognit. Boyao Shi, Wenbin Li, Jing Huo, Pengfei Zhu, Lei Wang, Yang Gao
2023	J	`jnl`	InsertNeRF: Instilling Generalizability into NeRF with HyperNet Modules. CoRR Yanqi Bao, Tianyu Ding, Jing Huo, Wenbin Li, Yuxin Li, Yang Gao
2023	A*	`conf`	Learning Explicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning via Polarization Policy Gradient. AAAI Wubing Chen, Wenbin Li, Xiao Liu, Shangdong Yang, Yang Gao
2023	J	`jnl`	LibFewShot: A Comprehensive Library for Few-Shot Learning. IEEE Trans. Pattern Anal. Mach. Intell. Wenbin Li, Ziyi Wang, Xuesong Yang, Chuanqi Dong, Pinzhuo Tian, Tiexin Qin, Jing Huo, Yinghuan Shi, Lei Wang, Yang Gao, Jiebo Luo
2023	A*	`conf`	Modeling Inter-Class and Intra-Class Constraints in Novel Class Discovery. CVPR Wenbin Li, Zhichen Fan, Jing Huo, Yang Gao
2023	J	`jnl`	Online Passive-Aggressive Active Learning for Trapezoidal Data Streams. IEEE Trans. Neural Networks Learn. Syst. Yanfang Liu, Xiaocong Fan, Wenbin Li, Yang Gao
2023	A	`conf`	TiLD: Third-person Imitation Learning by Estimating Domain Cognitive Differences of Visual Demonstrations. AAMAS Zixuan Chen, Wenbin Li, Yang Gao, Yiyu Chen
2023	J	`jnl`	Trip-ROMA: Self-Supervised Learning with Triplets and Random Mappings. Trans. Mach. Learn. Res. Wenbin Li, Xuesong Yang, Meihao Kong, Lei Wang, Jing Huo, Yang Gao, Jiebo Luo
2023	A*	`conf`	Where and How: Mitigating Confusion in Neural Radiance Fields from Sparse Inputs. ACM Multimedia Yanqi Bao, Yuxin Li, Jing Huo, Tianyu Ding, Xinyue Liang, Wenbin Li, Yang Gao
2023	J	`jnl`	Where and How: Mitigating Confusion in Neural Radiance Fields from Sparse Inputs. CoRR Yanqi Bao, Yuxin Li, Jing Huo, Tianyu Ding, Xinyue Liang, Wenbin Li, Yang Gao
2022	J	`jnl`	A Unified Framework for Contrastive Learning from a Perspective of Affinity Matrix. CoRR Wenbin Li, Meihao Kong, Xuesong Yang, Lei Wang, Jing Huo, Yang Gao, Jiebo Luo
2022	J	`jnl`	CAST: Learning Both Geometric and Texture Style Transfers for Effective Caricature Generation. IEEE Trans. Image Process. Jing Huo, Xiangde Liu, Wenbin Li, Yang Gao, Hujun Yin, Jiebo Luo
2022	J	`jnl`	CariMe: Unpaired Caricature Generation With Multiple Exaggerations. IEEE Trans. Multim. Zheng Gu, Chuanqi Dong, Jing Huo, Wenbin Li, Yang Gao
2022	J	`jnl`	Confidence-weighted Learning for Feature Evolution. Int. J. Softw. Informatics Yanfang Liu, Wenbin Li, Yang Gao
2022	J	`jnl`	Consistent Meta-Regularization for Better Meta-Knowledge in Few-Shot Learning. IEEE Trans. Neural Networks Learn. Syst. Pinzhuo Tian, Wenbin Li, Yang Gao
2022	J	`jnl`	Keeping Minimal Experience to Achieve Efficient Interpretable Policy Distillation. CoRR Xiao Liu, Shuyang Liu, Wenbin Li, Shangdong Yang, Yang Gao
2022	J	`jnl`	Learning Credit Assignment for Cooperative Reinforcement Learning. CoRR Wubing Chen, Wenbin Li, Xiao Liu, Shangdong Yang
2022	J	`jnl`	Modeling Inter-Class and Intra-Class Constraints in Novel Class Discovery. CoRR Wenbin Li, Zhichen Fan, Jing Huo, Yang Gao
2022	J	`jnl`	Playing Lottery Tickets in Style Transfer Models. CoRR Meihao Kong, Jing Huo, Wenbin Li, Jing Wu, Yu-Kun Lai, Yang Gao
2022	A	`conf`	Uncertainty-Based Network for Few-Shot Image Classification. ICME Minglei Yuan, Qian Xu, Chunhao Cai, Yin-Dong Zheng, Tao Wang, Tong Lu, Wenbin Li
2021	J	`jnl`	LibFewShot: A Comprehensive Library for Few-shot Learning. CoRR Wenbin Li, Chuanqi Dong, Pinzhuo Tian, Tiexin Qin, Xuesong Yang, Ziyi Wang, Jing Huo, Yinghuan Shi, Lei Wang, Yang Gao, Jiebo Luo
2021	A*	`conf`	LoFGAN: Fusing Local Representations for Few-shot Image Generation. ICCV Zheng Gu, Wenbin Li, Jing Huo, Lei Wang, Yang Gao
2021	J	`jnl`	Local descriptor-based multi-prototype network for few-shot Learning. Pattern Recognit. Hongwei Huang, Zhangkai Wu, Wenbin Li, Jing Huo, Yang Gao
2021	A*	`conf`	Manifold Alignment for Semantically Aligned Style Transfer. ICCV Jing Huo, Shiyin Jin, Wenbin Li, Jing Wu, Yu-Kun Lai, Yinghuan Shi, Yang Gao
2021	J	`jnl`	Temperature network for few-shot learning with distribution-aware large-margin metric. Pattern Recognit. Wei Zhu, Wenbin Li, Haofu Liao, Jiebo Luo
2021	J	`jnl`	Triplet is All You Need with Random Mappings for Unsupervised Visual Representation Learning. CoRR Wenbin Li, Xuesong Yang, Meihao Kong, Lei Wang, Jing Huo, Yang Gao, Jiebo Luo
2020	—	`conf`	Alleviating the Incompatibility Between Cross Entropy Loss and Episode Training for Few-Shot Skin Disease Classification. MICCAI (6) Wei Zhu, Haofu Liao, Wenbin Li, Weijian Li, Jiebo Luo
2020	J	`jnl`	Alleviating the Incompatibility between Cross Entropy Loss and Episode Training for Few-shot Skin Disease Classification. CoRR Wei Zhu, Haofu Liao, Wenbin Li, Weijian Li, Jiebo Luo
2020	A*	`conf`	Asymmetric Distribution Measure for Few-shot Learning. IJCAI Wenbin Li, Lei Wang, Jing Huo, Yinghuan Shi, Yang Gao, Jiebo Luo
2020	J	`jnl`	Asymmetric Distribution Measure for Few-shot Learning. CoRR Wenbin Li, Lei Wang, Jing Huo, Yinghuan Shi, Yang Gao, Jiebo Luo
2020	A*	`conf`	Biased Feature Learning for Occlusion Invariant Face Recognition. IJCAI Changbin Shao, Jing Huo, Lei Qi, Zhenhua Feng, Wenbin Li, Chuanqi Dong, Yang Gao
2020	J	`jnl`	CariGAN: Caricature generation through weakly paired adversarial learning. Neural Networks Wenbin Li, Wei Xiong, Haofu Liao, Jing Huo, Yang Gao, Jiebo Luo
2020	J	`jnl`	CariMe: Unpaired Caricature Generation with Multiple Exaggerations. CoRR Zheng Gu, Chuanqi Dong, Jing Huo, Wenbin Li, Yang Gao
2020	A*	`conf`	Deep Embedded Complementary and Interactive Information for Multi-View Classification. AAAI Jinglin Xu, Wenbin Li, Xinwang Liu, Dingwen Zhang, Ji Liu, Junwei Han
2020	J	`jnl`	Embedded Deep Bilinear Interactive Information and Selective Fusion for Multi-view Learning. CoRR Jinglin Xu, Wenbin Li, Jiantao Shen, Xinwang Liu, Peicheng Zhou, Xiangsen Zhang, Xiwen Yao, Junwei Han
2020	A*	`conf`	Joint Multi-view 2D Convolutional Neural Networks for 3D Object Classification. IJCAI Jinglin Xu, Xiangsen Zhang, Wenbin Li, Xinwang Liu, Junwei Han
2020	A*	`conf`	Layerwise Sparse Coding for Pruned Deep Neural Networks with Extreme Compression Ratio. AAAI Xiao Liu, Wenbin Li, Jing Huo, Lili Yao, Yang Gao
2020	A*	`conf`	Learning Task-aware Local Representations for Few-shot Learning. IJCAI Chuanqi Dong, Wenbin Li, Jing Huo, Zheng Gu, Yang Gao
2020	J	`jnl`	Manifold Alignment for Semantically Aligned Style Transfer. CoRR Jing Huo, Shiyin Jin, Wenbin Li, Jing Wu, Yu-Kun Lai, Yinghuan Shi, Yang Gao
2020	J	`jnl`	Robust neighborhood embedding for unsupervised feature selection. Knowl. Based Syst. Yanfang Liu, Dongyi Ye, Wenbin Li, Huihui Wang, Yang Gao
2020	J	`jnl`	Unsupervised Few-shot Learning via Distribution Shift-based Augmentation. CoRR Tiexin Qin, Wenbin Li, Yinghuan Shi, Yang Gao
2019	J	`jnl`	Defensive Few-shot Adversarial Learning. CoRR Wenbin Li, Lei Wang, Xingxing Zhang, Jing Huo, Yang Gao, Jiebo Luo
2019	A*	`conf`	Distribution Consistency Based Covariance Metric Networks for Few-Shot Learning. AAAI Wenbin Li, Jinglin Xu, Jing Huo, Lei Wang, Yang Gao, Jiebo Luo
2019	A*	`conf`	Revisiting Local Descriptor Based Image-To-Class Measure for Few-Shot Learning. CVPR Wenbin Li, Lei Wang, Jinglin Xu, Jing Huo, Yang Gao, Jiebo Luo
2019	J	`jnl`	Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning. CoRR Wenbin Li, Lei Wang, Jinglin Xu, Jing Huo, Yang Gao, Jiebo Luo
2018	—	`conf`	A Joint Local and Global Deep Metric Learning Method for Caricature Recognition. ACCV (4) Wenbin Li, Jing Huo, Yinghuan Shi, Yang Gao, Lei Wang, Jiebo Luo
2018	B	`conf`	A Novel Two-Stage Deep Method for Mitosis Detection in Breast Cancer Histology Images. ICPR Minglin Ma, Yinghuan Shi, Wenbin Li, Yang Gao, Jun Xu
2018	J	`jnl`	CariGAN: Caricature Generation through Weakly Paired Adversarial Learning. CoRR Wenbin Li, Wei Xiong, Haofu Liao, Jing Huo, Yang Gao, Jiebo Luo
2018	J	`jnl`	OPML: A one-pass closed-form solution for online metric learning. Pattern Recognit. Wenbin Li, Yang Gao, Lei Wang, Luping Zhou, Jing Huo, Yinghuan Shi
2018	J	`jnl`	Online Deep Metric Learning. CoRR Wenbin Li, Jing Huo, Yinghuan Shi, Yang Gao, Lei Wang, Jiebo Luo
2018	A	`conf`	WebCaricature: a benchmark for caricature recognition. BMVC Jing Huo, Wenbin Li, Yinghuan Shi, Yang Gao, Hujun Yin
2017	A*	`conf`	Beyond IID: Learning to Combine Non-IID Metrics for Vision Tasks. AAAI Yinghuan Shi, Wenbin Li, Yang Gao, Longbing Cao, Dinggang Shen
2017	J	`jnl`	WebCaricature: a benchmark for caricature face recognition. CoRR Jing Huo, Wenbin Li, Yinghuan Shi, Yang Gao, Hujun Yin
2016	J	`jnl`	OPML: A One-Pass Closed-Form Solution for Online Metric Learning. CoRR Wenbin Li, Yang Gao, Lei Wang, Luping Zhou, Jing Huo, Yinghuan Shi
2015	B	`conf`	Interactive image segmentation via cascaded metric learning. ICIP Wenbin Li, Yinghuan Shi, Wanqi Yang, Hao Wang, Yang Gao
2011	J	`jnl`	Enriched white matter connectivity networks for accurate identification of MCI patients. NeuroImage Chong-Yaw Wee, Pew-Thian Yap, Wenbin Li, Kevin Denny, Jeffrey N. Browndyke, Guy G. Potter, Kathleen Welsh-Bohmer, Lihong Wang, Dinggang Shen