Mengyi Chen

According to our database, Mengyi Chen authored at least 19 papers between 2016 and 2026.

Collaborative distances:

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

2026

LUMR: leveraging user decision processes to model unknowns in recommendation system.

Wenbo Yang, Shiwei Gao, Mengyi Chen, Pengxue Yun, Jingjing Xie, Tianqi Chen

Int. J. Data Sci. Anal., December, 2026

The Curse and Blessing of Mean Bias in FP4-Quantized LLM Training.

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

CoRR, March, 2026

Multi-Head Attention as a Source of Catastrophic Forgetting in MoE Transformers.

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

CoRR, February, 2026

SD-MoE: Spectral Decomposition for Effective Expert Specialization.

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

CoRR, February, 2026

Spectra: Rethinking Optimizers for LLMs Under Spectral Anisotropy.

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

CoRR, February, 2026

Dispelling the Curse of Singularities in Neural Network Optimizations.

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

CoRR, February, 2026

VizCrit: Exploring Strategies for Displaying Computational Feedback in a Visual Design Tool.

Mingyi Li, Mengyi Chen, Sarah Luo, Yining Cao, Haijun Xia, Maitraye Das, Steven P. Dow, Jane L. E

Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems, 2026

2025

Scalable learning of macroscopic stochastic dynamics.

Mengyi Chen, Pengru Huang, Kostya S. Novoselov, Qianxiao Li

CoRR, November, 2025

Metis: Training LLMs with FP4 Quantization.

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

CoRR, September, 2025

A predictive machine learning force-field framework for liquid electrolyte development.

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

Nat. Mac. Intell., 2025

Oracle-MoE: Locality-preserving Routing in the Oracle Space for Memory-constrained Large Language Model Inference.

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

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

2024

Structure-Preserving Recurrent Neural Networks for a Class of Birkhoffian Systems.

Shanshan Xiao, Mengyi Chen, Ruili Zhang, Yifa Tang

J. Syst. Sci. Complex., April, 2024

BAMBOO: a predictive and transferable machine learning force field framework for liquid electrolyte development.

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

CoRR, 2024

Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge.

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

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Learning Macroscopic Dynamics from Partial Microscopic Observations.

Mengyi Chen, Qianxiao Li

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

When to Give Feedback: Exploring Tradeoffs in the Timing of Design Feedback.

Jane L. E, Yu-Chun (Grace) Yen, Isabelle Yan Pan, Grace Lin, Mingyi Li, Hyoungwook Jin, Mengyi Chen, Haijun Xia, Steven P. Dow

Proceedings of the 16th Conference on Creativity & Cognition, 2024

2018

Least Cost Precision Marketing Based on User Profiles in Social Networks.

Mengyi Chen, Li Pan

Proceedings of the Third International Conference on Security of Smart Cities, 2018

2017

PdYb-Silicide with Low Schottky Barrier Height to n-Si Formed from Pd/Yb/Si(100) Stacked Structures.

Shun'ichiro Ohmi, Mengyi Chen, Weiguang Zuo, Yasushi Masahiro

IEICE Trans. Electron., 2017

2016

PtHf Silicide Formation Utilizing PtHf-Alloy Target for Low Contact Resistivity.

Shun'ichiro Ohmi, Mengyi Chen, Xiaopeng Wu, Yasushi Masahiro

IEICE Trans. Electron., 2016