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ORCIDJingren Liu
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2020 – today
- 2026
[j11]Hongsheng Zhang
, Zhong Ji, Jingren Liu, Yanwei Pang, Jungong Han:
Multi-Stage Knowledge Integration of Vision-Language Models for Continual Learning. IEEE Trans. Image Process. 35: 615-628 (2026)- [j10]Zhong Ji, Rongshuai Wei, Jingren Liu, Yanwei Pang, Jungong Han:
Interpretable Few-Shot Image Classification via Prototypical Concept-Guided Mixture of LoRA Experts. IEEE Trans. Image Process. 35: 930-942 (2026) - [i12]Jingren Liu, Hanzhang Qin, Junyi Liu, Mabel C. Chou, Jong-Shi Pang:
Offline Policy Learning with Weight Clipping and Heaviside Composite Optimization. CoRR abs/2601.12117 (2026) - 2025
- [j9]Jiale Cao, Yuanheng Liu, Zhong Ji, Jingren Liu, Aiping Yang, Yanwei Pang:
Mitigating forgetting in the adaptation of CLIP for few-shot classification. Comput. Vis. Image Underst. 261: 104493 (2025) - [j8]Jingren Liu, Ke Sun, Zheng Zhang, Yang Long, Wankou Yang, Yunyang Yan, Haofeng Zhang:
Synthesizing Spreading-out features for generative zero-shot image classification. Eng. Appl. Artif. Intell. 144: 110151 (2025) - [j7]Zhong Ji, Yuanheng Liu, Xuan Wang, Jingren Liu, Jiale Cao, YunLong Yu:
Multi-task classification network for few-shot learning. Int. J. Multim. Inf. Retr. 14(1): 6 (2025) - [j6]Yu Zheng, Yuze Gao, Jingren Liu, Ning Yao, Zhong Ji:
Radlora: a smart low-rank adaptive approach for radiological image classification. Multim. Syst. 31(3): 184 (2025) - [i11]Zhong Ji, Ci Liu, Jingren Liu, Chen Tang, Yanwei Pang, Xuelong Li:
Optimal Transport Adapter Tuning for Bridging Modality Gaps in Few-Shot Remote Sensing Scene Classification. CoRR abs/2503.14938 (2025) - [i10]Jingren Liu, Zhong Ji, Xiangyu Chen:
How can Diffusion Models Evolve into Continual Generators? CoRR abs/2505.11936 (2025) - [i9]Zhong Ji, Rongshuai Wei, Jingren Liu, Yanwei Pang, Jungong Han:
Interpretable Few-Shot Image Classification via Prototypical Concept-Guided Mixture of LoRA Experts. CoRR abs/2506.04673 (2025) - [i8]Dell Zhang, Xiangyu Chen, Jixiang Luo, Mengxi Jia, Changzhi Sun, Ruilong Ren, Jingren Liu, Hao Sun, Xuelong Li:
Infinite Video Understanding. CoRR abs/2507.09068 (2025) - [i7]Yun Wang, Long Zhang, Jingren Liu, Jiaqi Yan, Zhanjie Zhang, Jiahao Zheng, Xun Yang, Dapeng Wu, Xiangyu Chen, Xuelong Li:
Episodic Memory Representation for Long-form Video Understanding. CoRR abs/2508.09486 (2025) - [i6]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:
TeleEgo: Benchmarking Egocentric AI Assistants in the Wild. CoRR abs/2510.23981 (2025) - [i5]Jingren Liu, Shuning Xu, Qirui Yang, Yun Wang, Xiangyu Chen, Zhong Ji:
FAPE-IR: Frequency-Aware Planning and Execution Framework for All-in-One Image Restoration. CoRR abs/2511.14099 (2025) - 2024
- [j5]Jingren Liu, Zhong Ji, Yanwei Pang, Yunlong Yu:
NTK-Guided Few-Shot Class Incremental Learning. IEEE Trans. Image Process. 33: 6029-6044 (2024) - [i4]Jingren Liu, Zhong Ji, Yanwei Pang, Yunlong Yu:
NTK-Guided Few-Shot Class Incremental Learning. CoRR abs/2403.12486 (2024) - [i3]Jingren Liu, Zhong Ji, Yunlong Yu, Jiale Cao, Yanwei Pang, Jungong Han, Xuelong Li:
Parameter-Efficient Fine-Tuning for Continual Learning: A Neural Tangent Kernel Perspective. CoRR abs/2407.17120 (2024) - [i2]Zhong Ji, Shuo Yang, Jingren Liu, Yanwei Pang, Jungong Han:
A Fresh Look at Generalized Category Discovery through Non-negative Matrix Factorization. CoRR abs/2410.21807 (2024) - [i1]Hongsheng Zhang, Zhong Ji, Jingren Liu, Yanwei Pang, Jungong Han:
Multi-Stage Knowledge Integration of Vision-Language Models for Continual Learning. CoRR abs/2411.06764 (2024) - 2022
- [j4]Jingren Liu, Haoyue Bai, Haofeng Zhang, Li Liu:
Beyond Normal Distribution: More Factual Feature Generation Network for Generalized Zero-Shot Learning. IEEE Multim. 29(3): 69-79 (2022) - [j3]Jingren Liu, Liyong Fu, Haofeng Zhang, Qiaolin Ye, Wankou Yang, Li Liu:
Learning discriminative and representative feature with cascade GAN for generalized zero-shot learning. Knowl. Based Syst. 236: 107780 (2022) - [j2]Jingren Liu, Yi Chen, Huajun Liu, Haofeng Zhang, Yudong Zhang:
From Less to More: Progressive Generalized Zero-Shot Detection With Curriculum Learning. IEEE Trans. Intell. Transp. Syst. 23(10): 19016-19029 (2022) - 2021
- [c1]Jingren Liu, Haoyue Bai, Haofeng Zhang, Li Liu:
Near-Real Feature Generative Network for Generalized Zero-Shot Learning. ICME 2021: 1-6 - 2020
- [j1]Haofeng Zhang, Jingren Liu, Yazhou Yao, Yang Long:
Pseudo distribution on unseen classes for generalized zero shot learning. Pattern Recognit. Lett. 135: 451-458 (2020)
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