Hui Ma

According to our database, Hui Ma authored at least 20 papers between 2021 and 2026.

Collaborative distances:

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

2026

StrLoRA: Towards Streaming Continual Visual Instruction Tuning for MLLMs.

Chang Che, Ziqi Wang, Hui Ma, Cheems Wang, Zenglin Shi

CoRR, May, 2026

AgentMental: An Interactive Multi-Agent Framework for Explainable and Adaptive Mental Health Assessment.

Jinpeng Hu, Ao Wang, Qianqian Xie, Zhuo Li, Hui Ma, Dan Guo

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

LoRA in LoRA: Towards Parameter-Efficient Architecture Expansion for Continual Visual Instruction Tuning.

Chang Che, Ziqi Wang, Pengwan Yang, Cheems Wang, Hui Ma, Zenglin Shi

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Harmonious Parameter Adaptation in Continual Visual Instruction Tuning for Safety-Aligned MLLMs.

Ziqi Wang, Chang Che, Qi Wang, Hui Ma, Zenglin Shi, Cees G. M. Snoek, Meng Wang

CoRR, November, 2025

In-Context Examples Matter: Improving Emotion Recognition in Conversation with Instruction Tuning.

Hui Ma, Bo Zhang, Jinpeng Hu, Zenglin Shi

CoRR, August, 2025

PsycoLLM: Enhancing LLM for Psychological Understanding and Evaluation.

Jinpeng Hu, Tengteng Dong, Gang Luo, Hui Ma, Peng Zou, Xiao Sun, Dan Guo, Xun Yang, Meng Wang

IEEE Trans. Comput. Soc. Syst., April, 2025

Empathy Level Alignment via Reinforcement Learning for Empathetic Response Generation.

Hui Ma, Bo Zhang, Bo Xu, Jian Wang, Hongfei Lin, Xiao Sun

IEEE Trans. Affect. Comput., 2025

Efficient Tuning of Large Language Models for Knowledge-Grounded Dialogue Generation.

Bo Zhang, Hui Ma, Dailin Li, Jian Ding, Jian Wang, Bo Xu, Hongfei Lin

Trans. Assoc. Comput. Linguistics, 2025

Distilling implicit multimodal knowledge into large language models for zero-resource dialogue generation.

Bo Zhang, Hui Ma, Jian Ding, Jian Wang, Bo Xu, Hongfei Lin

Inf. Fusion, 2025

2024

A Transformer-Based Model With Self-Distillation for Multimodal Emotion Recognition in Conversations.

Hui Ma, Jian Wang, Hongfei Lin, Bo Zhang, Yi-Jia Zhang, Bo Xu

IEEE Trans. Multim., 2024

PsycoLLM: Enhancing LLM for Psychological Understanding and Evaluation.

Jinpeng Hu, Tengteng Dong, Hui Ma, Peng Zou, Xiao Sun, Meng Wang

CoRR, 2024

Distilling Implicit Multimodal Knowledge into LLMs for Zero-Resource Dialogue Generation.

Bo Zhang, Hui Ma, Jian Ding, Jian Wang, Bo Xu, Hongfei Lin

CoRR, 2024

2023

Graph augmented sequence-to-sequence model for neural question generation.

Hui Ma, Jian Wang, Hongfei Lin, Bo Xu

Appl. Intell., June, 2023

ZRIGF: An Innovative Multimodal Framework for Zero-Resource Image-Grounded Dialogue Generation.

Bo Zhang, Jian Wang, Hui Ma, Bo Xu, Hongfei Lin

Proceedings of the 31st ACM International Conference on Multimedia, 2023

2022

Exploiting Pairwise Mutual Information for Knowledge-Grounded Dialogue.

Bo Zhang, Jian Wang, Hongfei Lin, Hui Ma, Bo Xu

IEEE ACM Trans. Audio Speech Lang. Process., 2022

A multi-view network for real-time emotion recognition in conversations.

Hui Ma, Jian Wang, Hongfei Lin, Xuejun Pan, Yijia Zhang, Zhihao Yang

Knowl. Based Syst., 2022

Global and local interaction matching model for knowledge-grounded response selection in retrieval-based chatbots.

Hui Ma, Jian Wang, Hongfei Lin, Liang Yang

Neurocomputing, 2022

2021

Hierarchical matching network for multi-turn response selection in retrieval-based chatbots.

Hui Ma, Jian Wang, Hongfei Lin, Yi-Jia Zhang

Soft Comput., 2021

HAN-ReGRU: hierarchical attention network with residual gated recurrent unit for emotion recognition in conversation.

Hui Ma, Jian Wang, Lingfei Qian, Hongfei Lin

Neural Comput. Appl., 2021

Co-Attentive Span Network with Multi-task learning for Biomedical Named Entity Recognition.

Peng Chen, Jian Wang, Hongfei Lin, Yijia Zhang, Zhihao Yang, Di Zhao, Hui Ma

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021