Tianyu Huai

According to our database, Tianyu Huai authored at least 13 papers between 2023 and 2026.

Collaborative distances:

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

2026

Adaptive Momentum Mixture-of-Experts for Continual Visual Question Answering.

Tianyu Huai, Jie Zhou, Qin Chen, Qingchun Bai, Ze Zhou, Xipeng Qiu, Liang He

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

LifeAlign: Lifelong Alignment for Large Language Models with Memory-Augmented Focalized Preference Optimization.

Junsong Li, Jie Zhou, Bihao Zhan, Yutao Yang, Qianjun Pan, Shilian Chen, Tianyu Huai, Xin Li, Qin Chen, Liang He

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Black-box Model Merging for Language-Model-as-a-Service with Massive Model Repositories.

Shilian Chen, Jie Zhou, Tianyu Huai, Yujiang Lu, Junsong Li, Bihao Zhan, Qianjun Pan, Yutao Yang, Xin Li, Qin Chen, Hang Yan, Liang He

CoRR, September, 2025

Building Self-Evolving Agents via Experience-Driven Lifelong Learning: A Framework and Benchmark.

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

CoRR, August, 2025

Recent Advances of Foundation Language Models-based Continual Learning: A Survey.

Yutao Yang, Jie Zhou, Xuanwen Ding, Tianyu Huai, Shunyu Liu, Qin Chen, Yuan Xie, Liang He

ACM Comput. Surv., May, 2025

Task-Core Memory Management and Consolidation for Long-term Continual Learning.

Tianyu Huai, Jie Zhou, Yuxuan Cai, Qin Chen, Wen Wu, Xingjiao Wu, Xipeng Qiu, Liang He

CoRR, May, 2025

Efficiency is the rule: Domain adaptive semantic segmentation with minimal annotations.

Tianyu Huai, Junhang Zhang, Xingjiao Wu, Jian Jin, Liang He

Expert Syst. Appl., 2025

CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual Visual Question Answering.

Tianyu Huai, Jie Zhou, Xingjiao Wu, Qin Chen, Qingchun Bai, Ze Zhou, Liang He

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Robust depth completion based on Semantic Aggregation.

Zhichao Fu, Xin Li, Tianyu Huai, Weijie Li, Daoguo Dong, Liang He

Appl. Intell., March, 2024

Debiased Visual Question Answering via the perspective of question types.

Tianyu Huai, Shuwen Yang, Junhang Zhang, Jiabao Zhao, Liang He

Pattern Recognit. Lett., 2024

Enhancing Out-of-Distribution Generalization in VQA through Gini Impurity-guided Adaptive Margin Loss.

Shuwen Yang, Tianyu Huai, Anran Wu, Xingjiao Wu, Wenxin Hu, Liang He

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

2023

EMID: An Emotional Aligned Dataset in Audio-Visual Modality.

Jialing Zou, Jiahao Mei, Guangze Ye, Tianyu Huai, Qiwei Shen, Daoguo Dong

Proceedings of the 1st International Workshop on Multimedia Content Generation and Evaluation: New Methods and Practice, 2023

SQT: Debiased Visual Question Answering via Shuffling Question Types.

Tianyu Huai, Shuwen Yang, Junhang Zhang, Guoan Wang, Xinru Yu, Tianlong Ma, Liang He

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023