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ORCIDMengyi Chen
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2020 – today
- 2026
[j5]Wenbo Yang, Shiwei Gao, Mengyi Chen, Pengxue Yun, Jingjing Xie, Tianqi Chen:
LUMR: leveraging user decision processes to model unknowns in recommendation system. Int. J. Data Sci. Anal. 22(1): 175 (2026)- [c6]Mingyi Li
, Mengyi Chen, Sarah Luo, Yining Cao, Haijun Xia, Maitraye Das, Steven P. Dow, Jane L. E:
VizCrit: Exploring Strategies for Displaying Computational Feedback in a Visual Design Tool. CHI 2026: 893:1-893:23 - [i11]Hengjie Cao, Mengyi Chen, Yifeng Yang, Fang Dong, Ruijun Huang, Anrui Chen, Jixian Zhou, Mingzhi Dong, Yujiang Wang, Dongsheng Li, Wenyi Fang, Yuanyi Lin, Fan Wu, Li Shang:
Dispelling the Curse of Singularities in Neural Network Optimizations. CoRR abs/2602.01308 (2026) - [i10]Zhendong Huang, Hengjie Cao, Fang Dong, Ruijun Huang, Mengyi Chen, Yifeng Yang, Xin Zhang, Anrui Chen, Mingzhi Dong, Yujiang Wang, Jinlong Hou, Qin Lv, Robert P. Dick, Yuan Cheng, Fan Yang, Tun Lu, Li Shang:
Spectra: Rethinking Optimizers for LLMs Under Spectral Anisotropy. CoRR abs/2602.11185 (2026) - [i9]Ruijun Huang, Fang Dong, Xin Zhang, Hengjie Cao, Zhendong Huang, Anrui Chen, Jixian Zhou, Mengyi Chen, Yifeng Yang, Mingzhi Dong, Yujiang Wang, Jinlong Hou, Qin Lv, Robert P. Dick, Yuan Cheng, Fan Yang, Tun Lu, Chun Zhang, Li Shang:
SD-MoE: Spectral Decomposition for Effective Expert Specialization. CoRR abs/2602.12556 (2026) - [i8]Anrui Chen, Ruijun Huang, Xin Zhang, Fang Dong, Hengjie Cao, Zhendong Huang, Yifeng Yang, Mengyi Chen, Jixian Zhou, Mingzhi Dong, Yujiang Wang, Jinlong Hou, Qin Lv, Robert P. Dick, Yuan Cheng, Tun Lu, Fan Yang, Li Shang:
Multi-Head Attention as a Source of Catastrophic Forgetting in MoE Transformers. CoRR abs/2602.12587 (2026) - [i7]Mingyi Li, Mengyi Chen, Sarah Luo, Yining Cao, Haijun Xia, Maitraye Das, Steven P. Dow, Jane L. E:
VizCrit: Exploring Strategies for Displaying Computational Feedback in a Visual Design Tool. CoRR abs/2603.04754 (2026) - [i6]Hengjie Cao, Zhendong Huang, Mengyi Chen, Yifeng Yang, Fanqi Yu, Ruijun Huang, Fang Dong, Xin Zhang, Jixian Zhou, Anrui Chen, Mingzhi Dong, Yujiang Wang, Jinlong Hou, Qin Lv, Yuan Cheng, Tun Lu, Fan Yang, Li Shang:
The Curse and Blessing of Mean Bias in FP4-Quantized LLM Training. CoRR abs/2603.10444 (2026) - [i5]Zhichao Han, Mengyi Chen, Qianxiao Li:
Learning Permutation-invariant Macroscopic Dynamics. CoRR abs/2605.30812 (2026) - 2025
- [j4]Sheng Gong, Yumin Zhang, Zhenliang Mu, Zhichen Pu, Hongyi Wang, Xu Han, Zhiao Yu, Mengyi Chen, Tianze Zheng, Zhi Wang, Lifei Chen, Zhenze Yang, Xiaojie Wu, Shaochen Shi, Weihao Gao, Wen Yan, Liang Xiang:
A predictive machine learning force-field framework for liquid electrolyte development. Nat. Mac. Intell. 7(4): 543-552 (2025) - [c5]Jixian Zhou, Fang Dong, Ruijun Huang, Hengjie Cao, Mengyi Chen, Yifeng Yang, Anrui Chen, Mingzhi Dong, Yujiang Wang, Dongsheng Li, David A. Clifton, Qin Lv, Rui Zhu, Chun Zhang, Fan Yang, Tun Lu, Ning Gu, Li Shang:
Oracle-MoE: Locality-preserving Routing in the Oracle Space for Memory-constrained Large Language Model Inference. ICML 2025 - [i4]Hengjie Cao, Mengyi Chen, Yifeng Yang, Ruijun Huang, Fang Dong, Jixian Zhou, Anrui Chen, Mingzhi Dong, Yujiang Wang, Jinlong Hou, Yuan Cheng, Fan Wu, Fan Yang, Tun Lu, Ning Gu, Li Shang:
Metis: Training LLMs with FP4 Quantization. CoRR abs/2509.00404 (2025) - [i3]Mengyi Chen, Pengru Huang, Kostya S. Novoselov, Qianxiao Li:
Scalable learning of macroscopic stochastic dynamics. CoRR abs/2511.12842 (2025) - 2024
- [j3]Shanshan Xiao, Mengyi Chen, Ruili Zhang, Yifa Tang:
Structure-Preserving Recurrent Neural Networks for a Class of Birkhoffian Systems. J. Syst. Sci. Complex. 37(2): 441-462 (2024) - [c4]Jane L. E, Yu-Chun (Grace) Yen, Isabelle Yan Pan, Grace Lin, Mingyi Li, Hyoungwook Jin, Mengyi Chen, Haijun Xia, Steven P. Dow:
When to Give Feedback: Exploring Tradeoffs in the Timing of Design Feedback. Creativity & Cognition 2024: 292-310 - [c3]Mengyi Chen, Qianxiao Li:
Learning Macroscopic Dynamics from Partial Microscopic Observations. NeurIPS 2024 - [c2]Fang Dong, Mengyi Chen, Jixian Zhou, Yubin Shi, Yixuan Chen, Mingzhi Dong, Yujiang Wang, Dongsheng Li, Xiaochen Yang, Rui Zhu, Robert P. Dick, Qin Lv, Fan Yang, Tun Lu, Ning Gu, Li Shang:
Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge. NeurIPS 2024 - [i2]Sheng Gong, Yumin Zhang, Zhenliang Mu, Zhichen Pu, Hongyi Wang, Zhiao Yu, Mengyi Chen, Tianze Zheng, Zhi Wang, Lifei Chen, Xiaojie Wu, Shaochen Shi, Weihao Gao, Wen Yan, Liang Xiang:
BAMBOO: a predictive and transferable machine learning force field framework for liquid electrolyte development. CoRR abs/2404.07181 (2024) - [i1]Mengyi Chen, Qianxiao Li:
Learning Macroscopic Dynamics from Partial Microscopic Observations. CoRR abs/2410.23938 (2024)
2010 – 2019
- 2018
- [c1]Mengyi Chen, Li Pan:
Least Cost Precision Marketing Based on User Profiles in Social Networks. SSIC 2018: 1-8 - 2017
- [j2]Shun'ichiro Ohmi, Mengyi Chen, Weiguang Zuo, Yasushi Masahiro:
PdYb-Silicide with Low Schottky Barrier Height to n-Si Formed from Pd/Yb/Si(100) Stacked Structures. IEICE Trans. Electron. 100-C(5): 458-462 (2017) - 2016
- [j1]Shun'ichiro Ohmi, Mengyi Chen, Xiaopeng Wu, Yasushi Masahiro:
PtHf Silicide Formation Utilizing PtHf-Alloy Target for Low Contact Resistivity. IEICE Trans. Electron. 99-C(5): 510-515 (2016)
Coauthor Index
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last updated on 2026-06-18 01:40 CEST by the dblp team
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