Ziyu Ma

According to our database, Ziyu Ma authored at least 22 papers between 2012 and 2026.

Collaborative distances:

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

2026

D²Evo: Dual Difficulty-Aware Self-Evolution for Data-Efficient Reinforcement Learning.

Ru Zhang, Renda Li, Ziyu Ma, Weijie Qiu, Chongyang Tao, Yong Wang, Xiangxiang Chu

CoRR, May, 2026

Learning Agentic Policy from Action Guidance.

Yuxiang Ji, Zengbin Wang, Yong Wang, Shidong Yang, Ziyu Ma, Guanhua Chen, Zonghua Sun, Liaoni Wu, Xiangxiang Chu

CoRR, May, 2026

CoEvolve: Training LLM Agents via Agent-Data Mutual Evolution.

Shidong Yang, Ziyu Ma, Tongwen Huang, Yiming Hu, Yong Wang, Xiangxiang Chu

CoRR, April, 2026

SkillClaw: Let Skills Evolve Collectively with Agentic Evolver.

Ziyu Ma, Shidong Yang, Yuxiang Ji, Xucong Wang, Yong Wang, Yiming Hu, Tongwen Huang, Xiangxiang Chu

CoRR, April, 2026

Thinking with Map: Reinforced Parallel Map-Augmented Agent for Geolocalization.

Yuxiang Ji, Yong Wang, Ziyu Ma, Yiming Hu, Hailang Huang, Xuecai Hu, Guanhua Chen, Liaoni Wu, Xiangxiang Chu

CoRR, January, 2026

Where and What Matters: Sensitivity-Aware Task Vectors for Many-Shot Multimodal In-Context Learning.

Ziyu Ma, Chenhui Gou, Yiming Hu, Yong Wang, Bohan Zhuang, Jianfei Cai

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Where and What Matters: Sensitivity-Aware Task Vectors for Many-Shot Multimodal In-Context Learning.

Ziyu Ma, Chenhui Gou, Yiming Hu, Yong Wang, Xiangxiang Chu, Bohan Zhuang, Jianfei Cai

CoRR, November, 2025

Tree Search for LLM Agent Reinforcement Learning.

Yuxiang Ji, Ziyu Ma, Yong Wang, Guanhua Chen, Xiangxiang Chu, Liaoni Wu

CoRR, September, 2025

Cascade Fusion and Correlation Enhancement for Knowledge Distillation.

Bin Sun, Zuxiang Long, Ziyu Ma, Shutao Li

IEEE Trans. Neural Networks Learn. Syst., August, 2025

An Empirical Study on How Video-LLMs Answer Video Questions.

Chenhui Gou, Ziyu Ma, Zicheng Duan, Haoyu He, Feng Chen, Akide Liu, Bohan Zhuang, Jianfei Cai, Hamid Rezatofighi

CoRR, August, 2025

A Pix2pix-Based Generative Channel Estimator for CF-MIMO Systems.

Ziyu Ma, Chunyu Pan, Zhonghao Luo

Proceedings of the 102nd IEEE Vehicular Technology Conference, 2025

DrVideo: Document Retrieval Based Long Video Understanding.

Ziyu Ma, Chenhui Gou, Hengcan Shi, Bin Sun, Shutao Li, Hamid Rezatofighi, Jianfei Cai

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

2024

A Two-Stage Selective Fusion Framework for Joint Intent Detection and Slot Filling.

Ziyu Ma, Bin Sun, Shutao Li

IEEE Trans. Neural Networks Learn. Syst., March, 2024

GeReA: Question-Aware Prompt Captions for Knowledge-based Visual Question Answering.

Ziyu Ma, Shutao Li, Bin Sun, Jianfei Cai, Zuxiang Long, Fuyan Ma

CoRR, 2024

Stable multiplex networks: definitions and characterizations.

Ziyu Ma, Elena M. Parilina

J. Complex Networks, 2024

2023

Can Capillary Refill Time (CRT) measurement be a reliable clinical test?

Ziyu Ma, Lan Lin, Shuicai Wu, Yixiong Chen, Shen Sun

Proceedings of the 2023 4th International Symposium on Artificial Intelligence for Medicine Science, 2023

2022

Scene-Aware Prompt for Multi-modal Dialogue Understanding and Generation.

Bin Li, Yixuan Weng, Ziyu Ma, Bin Sun, Shutao Li

Proceedings of the Natural Language Processing and Chinese Computing, 2022

TA-CNN: A Unified Network for Human Behavior Analysis in Multi-Person Conversations.

Fuyan Ma, Ziyu Ma, Bin Sun, Shutao Li

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

2021

Hybrid Mutimodal Fusion for Dimensional Emotion Recognition.

Ziyu Ma, Fuyan Ma, Bin Sun, Shutao Li

Proceedings of the MuSe '21: Proceedings of the 2nd on Multimodal Sentiment Analysis Challenge, 2021

2020

Logistics Distribution Optimization Based on Logistics Network Under the Background of Internet Plus.

Zejia Wang, Ziyu Ma

Proceedings of the 2020 International Conference on Applications and Techniques in Cyber Intelligence, 2020

2019

An IEEE 802.15.6-Based MAC Frame Aggregation Approach for Wireless Body Area Networks.

Xiaoming Yuan, Ziyu Ma, Wenjing Li, Haiyang Wang, Changle Li, Kuan Zhang

Proceedings of the 11th International Conference on Wireless Communications and Signal Processing, 2019

2012

Estimating network path loss episode frequency by passive measurement.

Hua Wu, Jian Gong, Ziyu Ma

Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012