Jingren Liu

According to our database, Jingren Liu authored at least 22 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Parameter-Efficient Fine-Tuning for Continual Learning: A Neural Tangent Kernel Perspective.

Jingren Liu, Zhong Ji, Yunlong Yu, Jiale Cao, Yanwei Pang, Jungong Han, Xuelong Li

IEEE Trans. Pattern Anal. Mach. Intell., July, 2026

A Fresh Look at Generalized Category Discovery Through Non-Negative Matrix Factorization.

Zhong Ji, Shuo Yang, Jingren Liu, Yanwei Pang, Chen Tang

IEEE Trans. Circuits Syst. Video Technol., June, 2026

Offline Policy Learning with Weight Clipping and Heaviside Composite Optimization.

Jingren Liu, Hanzhang Qin, Junyi Liu, Mabel C. Chou, Jong-Shi Pang

CoRR, January, 2026

Multi-Stage Knowledge Integration of Vision-Language Models for Continual Learning.

Hongsheng Zhang, Zhong Ji, Jingren Liu, Yanwei Pang, Jungong Han

IEEE Trans. Image Process., 2026

Interpretable Few-Shot Image Classification via Prototypical Concept-Guided Mixture of LoRA Experts.

Zhong Ji, Rongshuai Wei, Jingren Liu, Yanwei Pang, Jungong Han

IEEE Trans. Image Process., 2026

2025

FAPE-IR: Frequency-Aware Planning and Execution Framework for All-in-One Image Restoration.

Jingren Liu, Shuning Xu, Qirui Yang, Yun Wang, Xiangyu Chen, Zhong Ji

CoRR, November, 2025

TeleEgo: Benchmarking Egocentric AI Assistants in the Wild.

Jiaqi Yan, Ruilong Ren, Jingren Liu, Shuning Xu, Ling Wang, Yiheng Wang, Yun Wang, Long Zhang, Xiangyu Chen, Changzhi Sun, Jixiang Luo, Dell Zhang, Hao Sun, Chi Zhang, Xuelong Li

CoRR, October, 2025

Episodic Memory Representation for Long-form Video Understanding.

Yun Wang, Long Zhang, Jingren Liu, Jiaqi Yan, Zhanjie Zhang, Jiahao Zheng, Xun Yang, Dapeng Wu, Xiangyu Chen, Xuelong Li

CoRR, August, 2025

Infinite Video Understanding.

Dell Zhang, Xiangyu Chen, Jixiang Luo, Mengxi Jia, Changzhi Sun, Ruilong Ren, Jingren Liu, Hao Sun, Xuelong Li

CoRR, July, 2025

Radlora: a smart low-rank adaptive approach for radiological image classification.

Yu Zheng, Yuze Gao, Jingren Liu, Ning Yao, Zhong Ji

Multim. Syst., June, 2025

How can Diffusion Models Evolve into Continual Generators?

Jingren Liu, Zhong Ji, Xiangyu Chen

CoRR, May, 2025

Multi-task classification network for few-shot learning.

Zhong Ji, Yuanheng Liu, Xuan Wang, Jingren Liu, Jiale Cao, YunLong Yu

Int. J. Multim. Inf. Retr., March, 2025

Optimal Transport Adapter Tuning for Bridging Modality Gaps in Few-Shot Remote Sensing Scene Classification.

Zhong Ji, Ci Liu, Jingren Liu, Chen Tang, Yanwei Pang, Xuelong Li

CoRR, March, 2025

Synthesizing Spreading-out features for generative zero-shot image classification.

Jingren Liu, Ke Sun, Zheng Zhang, Yang Long, Wankou Yang, Yunyang Yan, Haofeng Zhang

Eng. Appl. Artif. Intell., 2025

Mitigating forgetting in the adaptation of CLIP for few-shot classification.

Jiale Cao, Yuanheng Liu, Zhong Ji, Jingren Liu, Aiping Yang, Yanwei Pang

Comput. Vis. Image Underst., 2025

2024

NTK-Guided Few-Shot Class Incremental Learning.

Jingren Liu, Zhong Ji, Yanwei Pang, Yunlong Yu

IEEE Trans. Image Process., 2024

A Fresh Look at Generalized Category Discovery through Non-negative Matrix Factorization.

Zhong Ji, Shuo Yang, Jingren Liu, Yanwei Pang, Jungong Han

CoRR, 2024

2022

From Less to More: Progressive Generalized Zero-Shot Detection With Curriculum Learning.

Jingren Liu, Yi Chen, Huajun Liu, Haofeng Zhang, Yudong Zhang

IEEE Trans. Intell. Transp. Syst., 2022

Learning discriminative and representative feature with cascade GAN for generalized zero-shot learning.

Jingren Liu, Liyong Fu, Haofeng Zhang, Qiaolin Ye, Wankou Yang, Li Liu

Knowl. Based Syst., 2022

Beyond Normal Distribution: More Factual Feature Generation Network for Generalized Zero-Shot Learning.

Jingren Liu, Haoyue Bai, Haofeng Zhang, Li Liu

IEEE Multim., 2022

2021

Near-Real Feature Generative Network for Generalized Zero-Shot Learning.

Jingren Liu, Haoyue Bai, Haofeng Zhang, Li Liu

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

2020

Pseudo distribution on unseen classes for generalized zero shot learning.

Haofeng Zhang, Jingren Liu, Yazhou Yao, Yang Long

Pattern Recognit. Lett., 2020