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2020 – today
- 2025
[j4]Yutao Yang
, Jie Zhou, Xuanwen Ding, Tianyu Huai, Shunyu Liu, Qin Chen, Yuan Xie, Liang He:
Recent Advances of Foundation Language Models-based Continual Learning: A Survey. ACM Comput. Surv. 57(5): 112:1-112:38 (2025)- [j3]Tianyu Huai, Junhang Zhang, Xingjiao Wu, Jian Jin, Liang He:
Efficiency is the rule: Domain adaptive semantic segmentation with minimal annotations. Expert Syst. Appl. 274: 126892 (2025) - [c4]Tianyu Huai, Jie Zhou, Xingjiao Wu, Qin Chen, Qingchun Bai, Ze Zhou, Liang He:
CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual Visual Question Answering. CVPR 2025: 19608-19617 - [i8]Tianyu Huai, Jie Zhou, Xingjiao Wu, Qin Chen, Qingchun Bai, Ze Zhou, Liang He:
CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual Visual Question Answering. CoRR abs/2503.00413 (2025) - [i7]Tianyu Huai, Jie Zhou, Yuxuan Cai, Qin Chen, Wen Wu, Xingjiao Wu, Xipeng Qiu, Liang He:
Task-Core Memory Management and Consolidation for Long-term Continual Learning. CoRR abs/2505.09952 (2025) - [i6]Yuxuan Cai, Yipeng Hao, Jie Zhou, Hang Yan, Zhikai Lei, Rui Zhen, Zhenhua Han, Yutao Yang, Junsong Li, Qianjun Pan, Tianyu Huai, Qin Chen, Xin Li, Kai Chen, Bo Zhang, Xipeng Qiu, Liang He:
Building Self-Evolving Agents via Experience-Driven Lifelong Learning: A Framework and Benchmark. CoRR abs/2508.19005 (2025) - [i5]Shilian Chen, Jie Zhou, Tianyu Huai, Yujiang Lu, Junsong Li, Bihao Zhan, Qianjun Pan, Yutao Yang, Xin Li, Qin Chen, Hang Yan, Liang He:
Black-box Model Merging for Language-Model-as-a-Service with Massive Model Repositories. CoRR abs/2509.12951 (2025) - [i4]Junsong Li, Jie Zhou, Bihao Zhan, Yutao Yang, Qianjun Pan, Shilian Chen, Tianyu Huai, Xin Li, Qin Chen, Liang He:
LifeAlign: Lifelong Alignment for Large Language Models with Memory-Augmented Focalized Preference Optimization. CoRR abs/2509.17183 (2025) - [i3]Yuxuan Cai, Lu Chen, Qiaoling Chen, Yuyang Ding, Liwen Fan, Wenjie Fu, Yufei Gao, Honglin Guo, Pinxue Guo, Zhenhua Han, Zhengfu He, Hanglei Hu, Kai Hu, Shengjia Hua, Tianyu Huai, Baodai Huang, Li Ji, Zhen Jiang, Zhikai Lei, Bufan Li, Jiahang Lin, Lizhi Lin, Jinxiu Liu, Shichun Liu, Ziming Liu, Yuchen Ni, Pengfang Qian, Yujiong Shen, Qingyun Shi, Wentao Shu, Peng Sun, Yiran Suo, Tian Tang, Boyu Tian, Guoteng Wang, Junzhe Wang, Peixin Wang, Zhiheng Xi, Hang Yan, Jie Yang, Zhixiong Yang, Tianchu Yao, Guangze Ye, Qianxi Yu, Shuo Zhang, Xinyue Zhang, Yiqi Zhang, Jiarong Zhao, Miao Zheng, Rui Zheng, Enyu Zhou, Jiazheng Zhou, Maosen Zhou, Yuhao Zhou, Tao Gui, Yining Zheng, Xinchi Chen, Jie Zhou, Siyuan Feng, Qin Chen, Liang He, Qi Zhang, Xuanjing Huang, Xipeng Qiu:
Nex-N1: Agentic Models Trained via a Unified Ecosystem for Large-Scale Environment Construction. CoRR abs/2512.04987 (2025) - 2024
- [j2]Zhichao Fu, Xin Li, Tianyu Huai, Weijie Li, Daoguo Dong, Liang He:
Robust depth completion based on Semantic Aggregation. Appl. Intell. 54(5): 3825-3840 (2024) - [j1]Tianyu Huai, Shuwen Yang, Junhang Zhang, Jiabao Zhao, Liang He:
Debiased Visual Question Answering via the perspective of question types. Pattern Recognit. Lett. 178: 181-187 (2024) - [c3]Shuwen Yang, Tianyu Huai, Anran Wu, Xingjiao Wu, Wenxin Hu, Liang He:
Enhancing Out-of-Distribution Generalization in VQA through Gini Impurity-guided Adaptive Margin Loss. ICME 2024: 1-6 - [i2]Yutao Yang, Jie Zhou, Xuanwen Ding, Tianyu Huai, Shunyu Liu, Qin Chen, Liang He, Yuan Xie:
Recent Advances of Foundation Language Models-based Continual Learning: A Survey. CoRR abs/2405.18653 (2024) - 2023
- [c2]Tianyu Huai, Shuwen Yang, Junhang Zhang, Guoan Wang, Xinru Yu, Tianlong Ma, Liang He:
SQT: Debiased Visual Question Answering via Shuffling Question Types. ICME 2023: 600-605 - [c1]Jialing Zou, Jiahao Mei, Guangze Ye, Tianyu Huai, Qiwei Shen, Daoguo Dong:
EMID: An Emotional Aligned Dataset in Audio-Visual Modality. MCGE@MM 2023: 41-48 - [i1]Jialing Zou, Jiahao Mei, Guangze Ye, Tianyu Huai, Qiwei Shen, Daoguo Dong:
EMID: An Emotional Aligned Dataset in Audio-Visual Modality. CoRR abs/2308.07622 (2023)
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