Zhen Xu

According to our database, Zhen Xu authored at least 22 papers between 2015 and 2026.

Collaborative distances:

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

2026

M³-ACE: Rectifying Visual Perception in Multimodal Math Reasoning via Multi-Agentic Context Engineering.

Peijin Xie, Zhen Xu, Bingquan Liu, Baoxun Wang

CoRR, March, 2026

Towards the Holographic Characteristic of LLMs for Efficient Short-text Generation.

Shun Qian, Bingquan Liu, Chengjie Sun, Zhen Xu, Baoxun Wang

CoRR, January, 2026

Spatial -aware efficient projector for MLLMs via multi-layer feature aggregation.

Shun Qian, Bingquan Liu, Chengjie Sun, Peijin Xie, Yunhe Xie, Zhen Xu, Baoxun Wang

Expert Syst. Appl., 2026

CR³: Boosting Compositional Reasoning in MLLMs Through Rule-Based Reinforcement Learning.

Shun Qian, Bingquan Liu, Chengjie Sun, Peijin Xie, Zhen Xu, Baoxun Wang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Empowering LLMs in Task-Oriented Dialogues: A Domain-Independent Multi-Agent Framework and Fine-Tuning Strategy.

Zihao Feng, Xiaoxue Wang, Bowen Wu, Weihong Zhong, Zhen Xu, Hailong Cao, Tiejun Zhao, Ying Li, Baoxun Wang

CoRR, May, 2025

Stimulating conversation-style emergencies of multi-modal LMs.

Shun Qian, Bingquan Liu, Chengjie Sun, Zhen Xu, Baoxun Wang

Inf. Fusion, 2025

Capturing Cross-Modal Semantics by Generating Comments for Image-Text Contents.

Shun Qian, Bingquan Liu, Chengjie Sun, Zhen Xu, Baoxun Wang

Proceedings of the Pattern Recognition and Computer Vision - 8th Chinese Conference, 2025

Enhancing Compositional Reasoning in Multimodal Large Language Models.

Shun Qian, Bingquan Liu, Chengjie Sun, Zhen Xu, Baoxun Wang

Proceedings of the Pattern Recognition and Computer Vision - 8th Chinese Conference, 2025

2024

CroMIC-QA: The Cross-Modal Information Complementation Based Question Answering.

Shun Qian, Bingquan Liu, Chengjie Sun, Zhen Xu, Lin Ma, Baoxun Wang

IEEE Trans. Multim., 2024

Spatial-Aware Efficient Projector for MLLMs via Multi-Layer Feature Aggregation.

Shun Qian, Bingquan Liu, Chengjie Sun, Zhen Xu, Baoxun Wang

CoRR, 2024

2023

Toward Explainable Dialogue System Using Two-stage Response Generation.

Shaobo Li, Chengjie Sun, Zhen Xu, Prayag Tiwari, Bingquan Liu, Deepak Gupta, K. Shankar, Zhenzhou Ji, Mingjiang Wang

ACM Trans. Asian Low Resour. Lang. Inf. Process., March, 2023

2021

LocalGAN: Modeling Local Distributions for Adversarial Response Generation.

Baoxun Wang, Zhen Xu, Huan Zhang, Kexin Qiu, Deyuan Zhang, Chengjie Sun

J. Mach. Learn. Res., 2021

2019

Dynamic Working Memory for Context-Aware Response Generation.

Zhen Xu, Chengjie Sun, Yinong Long, Bingquan Liu, Baoxun Wang, Mingjiang Wang, Min Zhang, Xiaolong Wang

IEEE ACM Trans. Audio Speech Lang. Process., 2019

Enhancing generative conversational service agents with dialog history and external knowledge.

Zongsheng Wang, Zhuoran Wang, Yinong Long, Jianan Wang, Zhen Xu, Baoxun Wang

Comput. Speech Lang., 2019

2018

Content-Oriented User Modeling for Personalized Response Ranking in Chatbots.

Bingquan Liu, Zhen Xu, Chengjie Sun, Baoxun Wang, Xiaolong Wang, Derek F. Wong, Min Zhang

IEEE ACM Trans. Audio Speech Lang. Process., 2018

LSDSCC: a Large Scale Domain-Specific Conversational Corpus for Response Generation with Diversity Oriented Evaluation Metrics.

Zhen Xu, Nan Jiang, Bingquan Liu, Wenge Rong, Bowen Wu, Baoxun Wang, Zhuoran Wang, Xiaolong Wang

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

A Prospective-Performance Network to Alleviate Myopia in Beam Search for Response Generation.

Zongsheng Wang, Yunzhi Bai, Bowen Wu, Zhen Xu, Zhuoran Wang, Baoxun Wang

Proceedings of the 27th International Conference on Computational Linguistics, 2018

2017

Incorporating loose-structured knowledge into conversation modeling via recall-gate LSTM.

Zhen Xu, Bingquan Liu, Baoxun Wang, Chengjie Sun, Xiaolong Wang

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Neural Response Generation via GAN with an Approximate Embedding Layer.

Zhen Xu, Bingquan Liu, Baoxun Wang, Chengjie Sun, Xiaolong Wang, Zhuoran Wang, Chao Qi

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Group Linguistic Bias Aware Neural Response Generation.

Jianan Wang, Xin Wang, Fang Li, Zhen Xu, Zhuoran Wang, Baoxun Wang

Proceedings of the 9th SIGHAN Workshop on Chinese Language Processing, 2017

2016

Incorporating Loose-Structured Knowledge into LSTM with Recall Gate for Conversation Modeling.

Zhen Xu, Bingquan Liu, Baoxun Wang, Chengjie Sun, Xiaolong Wang

CoRR, 2016

2015

Classifying Blog Posts with Tag Propagation.

Bingquan Liu, Baoxun Wang, Zhen Xu, Xiaolong Wang, Peng Li

Int. J. Asian Lang. Process., 2015