Mingchen Ma

According to our database, Mingchen Ma authored at least 15 papers between 2020 and 2025.

Collaborative distances:

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

2025

ProGress: Structured Music Generation via Graph Diffusion and Hierarchical Music Analysis.

Stephen Ni-Hahn, Chao Péter Yang, Mingchen Ma, Cynthia Rudin, Simon Mak, Yue Jiang

CoRR, October, 2025

AutoCBT: An Autonomous Multi-agent Framework for Cognitive Behavioral Therapy in Psychological Counseling.

Ancheng Xu, Di Yang, Renhao Li, Jingwei Zhu, Minghuan Tan, Min Yang, Wanxin Qiu, Mingchen Ma, Haihong Wu, Bingyu Li, Feng Sha, Chengming Li, Xiping Hu, Qiang Qu, Derek F. Wong, Ruifeng Xu

CoRR, January, 2025

IoT-MCP: Bridging LLMs and IoT Systems Through Model Context Protocol.

Ningyuan Yang, Guanliang Lyu, Mingchen Ma, Yiyi Lu, Yiming Li, Zhihui Gao, Hancheng Ye, Jianyi Zhang, Tingjun Chen, Yiran Chen

Proceedings of the ACM Workshop on Wireless Network Testbeds, 2025

Statistical Query Hardness of Multiclass Linear Classification with Random Classification Noise.

Ilias Diakonikolas, Mingchen Ma, Lisheng Ren, Christos Tzamos

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Learning Intersections of Two Margin Halfspaces under Factorizable Distributions.

Ilias Diakonikolas, Mingchen Ma, Lisheng Ren, Christos Tzamos

Proceedings of the Thirty Eighth Annual Conference on Learning Theory, 2025

2024

Active Classification with Few Queries under Misspecification.

Vasilis Kontonis, Mingchen Ma, Christos Tzamos

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Active Learning of General Halfspaces: Label Queries vs Membership Queries.

Ilias Diakonikolas, Daniel M. Kane, Mingchen Ma

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Fast Co-Training under Weak Dependence via Stream-Based Active Learning.

Ilias Diakonikolas, Mingchen Ma, Lisheng Ren, Christos Tzamos

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Active Learning with Simple Questions.

Vasilis Kontonis, Mingchen Ma, Christos Tzamos

Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024

2023

k-median: exact recovery in the extended stochastic ball model.

Alberto Del Pia, Mingchen Ma

Math. Program., 2023

The Gain from Ordering in Online Learning.

Vasilis Kontonis, Mingchen Ma, Christos Tzamos

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Buying Information for Stochastic Optimization.

Mingchen Ma, Christos Tzamos

Proceedings of the International Conference on Machine Learning, 2023

2022

Proximity in concave integer quadratic programming.

Alberto Del Pia, Mingchen Ma

Math. Program., 2022

Clustering with Queries under Semi-Random Noise.

Alberto Del Pia, Mingchen Ma, Christos Tzamos

Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022

2020

Cloud Computing-Assisted Dose Verification System and Method for Tumor Pain Treatment.

Jing Lin, Peng Yang, Kailong Wang, Xuemei Jiang, Yongxiang Zhao, Dongming Lu, Wei Gan, Wenyan Liao, Qiaoming Mo, Zhenbao Gan, Zhangsong Nong, Mingchen Ma, Fengshi He, Jun Pang, Hongliang Tang

IEEE Access, 2020