Cloud Computing-Assisted Dose Verification System and Method for Tumor Pain Treatment. - Jing Lin; Peng Yang; Kailong Wang 004; Xuemei Jiang; Yongxiang Zhao; Dongming Lu; Wei Gan; Wenyan Liao; Qiaoming Mo; Zhenbao Gan; Zhangsong Nong; Mingchen Ma; et al. (IEEE Access, 2020)

Clustering with Queries under Semi-Random Noise. - Alberto Del Pia; Mingchen Ma; Christos Tzamos (COLT, 2022)

Proximity in concave integer quadratic programming. - Alberto Del Pia; Mingchen Ma (Math. Program., 2022)

Buying Information for Stochastic Optimization. - Mingchen Ma; Christos Tzamos (ICML, 2023)

The Gain from Ordering in Online Learning. - Vasilis Kontonis; Mingchen Ma; Christos Tzamos (NeurIPS, 2023)

k-median: exact recovery in the extended stochastic ball model. - Alberto Del Pia; Mingchen Ma (Math. Program., 2023)

Active Learning with Simple Questions. - Vasilis Kontonis; Mingchen Ma; Christos Tzamos (COLT, 2024)

Fast Co-Training under Weak Dependence via Stream-Based Active Learning. - Ilias Diakonikolas; Mingchen Ma; Lisheng Ren; Christos Tzamos (ICML, 2024)

Active Learning of General Halfspaces: Label Queries vs Membership Queries. - Ilias Diakonikolas; Daniel M. Kane; Mingchen Ma (NeurIPS, 2024)

Active Classification with Few Queries under Misspecification. - Vasilis Kontonis; Mingchen Ma; Christos Tzamos (NeurIPS, 2024)

Learning Intersections of Two Margin Halfspaces under Factorizable Distributions. - Ilias Diakonikolas; Mingchen Ma; Lisheng Ren; Christos Tzamos (COLT, 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 007; Wanxin Qiu; Mingchen Ma; Haihong Wu; Bingyu Li; Feng Sha; Chengming Li; et al. (CoRR, 2025)

Statistical Query Hardness of Multiclass Linear Classification with Random Classification Noise. - Ilias Diakonikolas; Mingchen Ma; Lisheng Ren; Christos Tzamos (CoRR, 2025)