Mingchen Ma

24 papers A* 9Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Expressivity-Efficiency Tradeoffs for Hybrid Sequence Models.
CoRR
John Cooper, Ilias Diakonikolas, Mingchen Ma, Frederic Sala
2026 J jnl
Skilled AI Agents for Embedded and IoT Systems Development.
CoRR
Yiming Li, Yuhan Cheng, Mingchen Ma, Yihang Zou, Ningyuan Yang, Wei Cheng, Hai (Helen) Li, Yiran Chen, Tingjun Chen
2025 J jnl
Active Learning of General Halfspaces: Label Queries vs Membership Queries.
CoRR
Ilias Diakonikolas, Daniel M. Kane, Mingchen Ma
2025 J jnl
AutoCBT: An Autonomous Multi-agent Framework for Cognitive Behavioral Therapy in Psychological Counseling.
CoRR
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
2025 — conf
IoT-MCP: Bridging LLMs and IoT Systems Through Model Context Protocol.
WiNTECH
Ningyuan Yang, Guanliang Lyu, Mingchen Ma, Yiyi Lu, Yiming Li, Zhihui Gao, Hancheng Ye, Jianyi Zhang, Tingjun Chen, Yiran Chen
2025 J jnl
IoT-MCP: Bridging LLMs and IoT Systems Through Model Context Protocol.
CoRR
Ningyuan Yang, Guanliang Lyu, Mingchen Ma, Yiyi Lu, Yiming Li, Zhihui Gao, Hancheng Ye, Jianyi Zhang, Tingjun Chen, Yiran Chen
2025 A* conf
Learning Intersections of Two Margin Halfspaces under Factorizable Distributions.
COLT
Ilias Diakonikolas, Mingchen Ma, Lisheng Ren, Christos Tzamos
2025 J jnl
Learning Intersections of Two Margin Halfspaces under Factorizable Distributions.
CoRR
Ilias Diakonikolas, Mingchen Ma, Lisheng Ren, Christos Tzamos
2025 J jnl
ProGress: Structured Music Generation via Graph Diffusion and Hierarchical Music Analysis.
CoRR
Stephen Ni-Hahn, Chao Péter Yang, Mingchen Ma, Cynthia Rudin, Simon Mak, Yue Jiang
2025 A* conf
Statistical Query Hardness of Multiclass Linear Classification with Random Classification Noise.
ICML
Ilias Diakonikolas, Mingchen Ma, Lisheng Ren, Christos Tzamos
2025 J jnl
Statistical Query Hardness of Multiclass Linear Classification with Random Classification Noise.
CoRR
Ilias Diakonikolas, Mingchen Ma, Lisheng Ren, Christos Tzamos
2024 A* conf
Active Classification with Few Queries under Misspecification.
NeurIPS
Vasilis Kontonis, Mingchen Ma, Christos Tzamos
2024 A* conf
Active Learning of General Halfspaces: Label Queries vs Membership Queries.
NeurIPS
Ilias Diakonikolas, Daniel M. Kane, Mingchen Ma
2024 A* conf
Active Learning with Simple Questions.
COLT
Vasilis Kontonis, Mingchen Ma, Christos Tzamos
2024 J jnl
Active Learning with Simple Questions.
CoRR
Vasilis Kontonis, Mingchen Ma, Christos Tzamos
2024 A* conf
Fast Co-Training under Weak Dependence via Stream-Based Active Learning.
ICML
Ilias Diakonikolas, Mingchen Ma, Lisheng Ren, Christos Tzamos
2023 A* conf
Buying Information for Stochastic Optimization.
ICML
Mingchen Ma, Christos Tzamos
2023 J jnl
Buying Information for Stochastic Optimization.
CoRR
Mingchen Ma, Christos Tzamos
2023 A* conf
The Gain from Ordering in Online Learning.
NeurIPS
Vasilis Kontonis, Mingchen Ma, Christos Tzamos
2023 J jnl
k-median: exact recovery in the extended stochastic ball model.
Math. Program.
Alberto Del Pia, Mingchen Ma
2022 A* conf
Clustering with Queries under Semi-Random Noise.
COLT
Alberto Del Pia, Mingchen Ma, Christos Tzamos
2022 J jnl
Clustering with Queries under Semi-Random Noise.
CoRR
Alberto Del Pia, Mingchen Ma, Christos Tzamos
2022 J jnl
Proximity in concave integer quadratic programming.
Math. Program.
Alberto Del Pia, Mingchen Ma
2020 J jnl
Cloud Computing-Assisted Dose Verification System and Method for Tumor Pain Treatment.
IEEE Access
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