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ORCIDMingchen Ma
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2020 – today
- 2026
[c12]Yiming Li
, Yuhan Cheng, Mingchen Ma, Yihang Zou, Ningyuan Yang, Wei Cheng, Hai Li, Yiran Chen, Tingjun Chen:
Skilled AI Agents for Embedded and IoT Systems Development. CAIS 2026: 1248-1252- [i15]John Cooper, Ilias Diakonikolas, Mingchen Ma, Frederic Sala:
Expressivity-Efficiency Tradeoffs for Hybrid Sequence Models. CoRR abs/2603.08859 (2026) - [i14]Yiming Li, Yuhan Cheng, Mingchen Ma, Yihang Zou, Ningyuan Yang, Wei Cheng, Hai (Helen) Li, Yiran Chen, Tingjun Chen:
Skilled AI Agents for Embedded and IoT Systems Development. CoRR abs/2603.19583 (2026) - [i13]Asbjørn Munk, Stefano Cerri, Vardan Nersesjan, Christian Hedeager Krag, Jakob Ambsdorf, Pablo Rocamora-García, Julia Machnio, Peirong Liu, Suhyun Ahn, Nasrin Akbari, Yasmina Al Khalil, Kimberly Amador, Sina Amirrajab, Tal Arbel, Meritxell Bach Cuadra, Ujjwal Baid, Bhakti Baheti, Jaume Banus, Kamil Barbierik, Christoph Brune, Yansong Bu, Baptiste Callard, Yuhan Chen, Cornelius Crijnen, Corentin Dancette, Peter Drotár, Prasad Dutande, Nils D. Forkert, Saurabh Garg, Jakub Gazda, Matej Gazda, Benoît Gérin, Partha Ghosh, Weikang Gong, Pedro M. Gordaliza, Sam Hashemi, Tobias Heimann, Fucang Jia, Jiexin Jiang, Emily Kaczmarek, Chris Kang, Seung Kwan Kang, Mohammad Khazaei, Julien Khlaut, Petros Koutsouvelis, Jae Sung Lee, Yuchong Li, Mengye Lyu, Mingchen Ma, Anant Madabhushi, Klaus H. Maier-Hein, Pierre Manceron, Andrés Martínez Mora, Moona Mazher, Felix Meister, Nataliia Molchanova, Steven A. Niederer, Leonard Nürnberg, Jinah Park, Abdul Qayyum, Jonas Richiardi, Antoine Saporta, Branislav Setlák, Ning Shen, Justin Szeto, Constantin Ulrich, Puru Vaish, Vibujithan Vigneshwaran, Leroy Volmer, Zihao Wang, Siqi Wei, Anthony J. Winder, Jelmer M. Wolterink, Maxence Wynen, Chang Yang, Si Young Yie, Mostafa Mehdipour-Ghazi, Akshay Pai, Espen Jimenez-Solem, Sebastian Nørgaard Llambias, Mikael Boesen, Michael Eriksen Benros, Juan Eugenio Iglesias, Mads Nielsen:
Towards Brain MRI Foundation Models for the Clinic: Findings from the FOMO25 Challenge. CoRR abs/2604.11679 (2026) - [i12]Ilias Diakonikolas, Giannis Iakovidis, Mingchen Ma:
Polynomial-Time Robust Multiclass Linear Classification under Gaussian Marginals. CoRR abs/2605.21428 (2026) - [i11]Ilias Diakonikolas, Daniel M. Kane, Mingchen Ma:
Robust Regression of General ReLUs with Queries. CoRR abs/2606.11130 (2026) - [i10]Mingchen Ma, Guyang Cao, Jelena Diakonikolas, Ilias Diakonikolas:
Efficiently Learning Drifting Halfspaces with Massart Noise. CoRR abs/2606.11149 (2026) - 2025
- [c11]Ilias Diakonikolas, Mingchen Ma, Lisheng Ren, Christos Tzamos:
Learning Intersections of Two Margin Halfspaces under Factorizable Distributions. COLT 2025: 1472-1530 - [c10]Ilias Diakonikolas, Mingchen Ma, Lisheng Ren, Christos Tzamos:
Statistical Query Hardness of Multiclass Linear Classification with Random Classification Noise. ICML 2025 - [c9]Ilias Diakonikolas, Daniel Kane, Mingchen Ma:
Robust Regression of General ReLUs with Queries. NeurIPS 2025 - [c8]Ningyuan Yang, Guanliang Lyu, Mingchen Ma, Yiyi Lu, Yiming Li, Zhihui Gao, Hancheng Ye, Jianyi Zhang, Tingjun Chen, Yiran Chen:
IoT-MCP: Bridging LLMs and IoT Systems Through Model Context Protocol. WiNTECH 2025: 73-80 - [i9]Ilias Diakonikolas, Daniel M. Kane, Mingchen Ma:
Active Learning of General Halfspaces: Label Queries vs Membership Queries. CoRR abs/2501.00508 (2025) - [i8]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:
AutoCBT: An Autonomous Multi-agent Framework for Cognitive Behavioral Therapy in Psychological Counseling. CoRR abs/2501.09426 (2025) - [i7]Ilias Diakonikolas, Mingchen Ma, Lisheng Ren, Christos Tzamos:
Statistical Query Hardness of Multiclass Linear Classification with Random Classification Noise. CoRR abs/2502.11413 (2025) - [i6]Ningyuan Yang, Guanliang Lyu, Mingchen Ma, Yiyi Lu, Yiming Li, Zhihui Gao, Hancheng Ye, Jianyi Zhang, Tingjun Chen, Yiran Chen:
IoT-MCP: Bridging LLMs and IoT Systems Through Model Context Protocol. CoRR abs/2510.01260 (2025) - [i5]Stephen Ni-Hahn, Chao Péter Yang, Mingchen Ma, Cynthia Rudin, Simon Mak, Yue Jiang:
ProGress: Structured Music Generation via Graph Diffusion and Hierarchical Music Analysis. CoRR abs/2510.10249 (2025) - [i4]Ilias Diakonikolas, Mingchen Ma, Lisheng Ren, Christos Tzamos:
Learning Intersections of Two Margin Halfspaces under Factorizable Distributions. CoRR abs/2511.09832 (2025) - 2024
- [c7]Vasilis Kontonis, Mingchen Ma, Christos Tzamos:
Active Learning with Simple Questions. COLT 2024: 3064-3098 - [c6]Ilias Diakonikolas, Mingchen Ma, Lisheng Ren, Christos Tzamos:
Fast Co-Training under Weak Dependence via Stream-Based Active Learning. ICML 2024: 10841-10864 - [c5]Ilias Diakonikolas, Daniel M. Kane, Mingchen Ma:
Active Learning of General Halfspaces: Label Queries vs Membership Queries. NeurIPS 2024 - [c4]Vasilis Kontonis, Mingchen Ma, Christos Tzamos:
Active Classification with Few Queries under Misspecification. NeurIPS 2024 - [i3]Vasilis Kontonis, Mingchen Ma, Christos Tzamos:
Active Learning with Simple Questions. CoRR abs/2405.07937 (2024) - 2023
- [j3]Alberto Del Pia, Mingchen Ma:
k-median: exact recovery in the extended stochastic ball model. Math. Program. 200(1): 357-423 (2023) - [c3]Mingchen Ma, Christos Tzamos:
Buying Information for Stochastic Optimization. ICML 2023: 23388-23411 - [c2]Vasilis Kontonis, Mingchen Ma, Christos Tzamos:
The Gain from Ordering in Online Learning. NeurIPS 2023 - [i2]Mingchen Ma, Christos Tzamos:
Buying Information for Stochastic Optimization. CoRR abs/2306.03607 (2023) - 2022
- [j2]Alberto Del Pia, Mingchen Ma:
Proximity in concave integer quadratic programming. Math. Program. 194(1): 871-900 (2022) - [c1]Alberto Del Pia, Mingchen Ma, Christos Tzamos:
Clustering with Queries under Semi-Random Noise. COLT 2022: 5278-5313 - [i1]Alberto Del Pia, Mingchen Ma, Christos Tzamos:
Clustering with Queries under Semi-Random Noise. CoRR abs/2206.04583 (2022) - 2020
- [j1]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:
Cloud Computing-Assisted Dose Verification System and Method for Tumor Pain Treatment. IEEE Access 8: 122529-122538 (2020)
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