Mengyi Chen

20 papers A* 4B 1Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Dispelling the Curse of Singularities in Neural Network Optimizations.
CoRR
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
2026 J jnl
Multi-Head Attention as a Source of Catastrophic Forgetting in MoE Transformers.
CoRR
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
2026 J jnl
SD-MoE: Spectral Decomposition for Effective Expert Specialization.
CoRR
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
2026 J jnl
Spectra: Rethinking Optimizers for LLMs Under Spectral Anisotropy.
CoRR
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
2026 J jnl
The Curse and Blessing of Mean Bias in FP4-Quantized LLM Training.
CoRR
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
2026 A* conf
VizCrit: Exploring Strategies for Displaying Computational Feedback in a Visual Design Tool.
CHI
Mingyi Li, Mengyi Chen, Sarah Luo, Yining Cao, Haijun Xia, Maitraye Das, Steven P. Dow, Jane L. E
2026 J jnl
VizCrit: Exploring Strategies for Displaying Computational Feedback in a Visual Design Tool.
CoRR
Mingyi Li, Mengyi Chen, Sarah Luo, Yining Cao, Haijun Xia, Maitraye Das, Steven P. Dow, Jane L. E
2025 J jnl
A predictive machine learning force-field framework for liquid electrolyte development.
Nat. Mac. Intell.
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
2025 J jnl
Metis: Training LLMs with FP4 Quantization.
CoRR
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
2025 A* conf
Oracle-MoE: Locality-preserving Routing in the Oracle Space for Memory-constrained Large Language Model Inference.
ICML
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
2025 J jnl
Scalable learning of macroscopic stochastic dynamics.
CoRR
Mengyi Chen, Pengru Huang, Kostya S. Novoselov, Qianxiao Li
2024 J jnl
BAMBOO: a predictive and transferable machine learning force field framework for liquid electrolyte development.
CoRR
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
2024 A* conf
Learning Macroscopic Dynamics from Partial Microscopic Observations.
NeurIPS
Mengyi Chen, Qianxiao Li
2024 J jnl
Learning Macroscopic Dynamics from Partial Microscopic Observations.
CoRR
Mengyi Chen, Qianxiao Li
2024 A* conf
Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge.
NeurIPS
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
2024 J jnl
Structure-Preserving Recurrent Neural Networks for a Class of Birkhoffian Systems.
J. Syst. Sci. Complex.
Shanshan Xiao, Mengyi Chen, Ruili Zhang, Yifa Tang
2024 B conf
When to Give Feedback: Exploring Tradeoffs in the Timing of Design Feedback.
Creativity & Cognition
Jane L. E, Yu-Chun (Grace) Yen, Isabelle Yan Pan, Grace Lin, Mingyi Li, Hyoungwook Jin, Mengyi Chen, Haijun Xia, Steven P. Dow
2018 — conf
Least Cost Precision Marketing Based on User Profiles in Social Networks.
SSIC
Mengyi Chen, Li Pan
2017 J jnl
PdYb-Silicide with Low Schottky Barrier Height to n-Si Formed from Pd/Yb/Si(100) Stacked Structures.
IEICE Trans. Electron.
Shun'ichiro Ohmi, Mengyi Chen, Weiguang Zuo, Yasushi Masahiro
2016 J jnl
PtHf Silicide Formation Utilizing PtHf-Alloy Target for Low Contact Resistivity.
IEICE Trans. Electron.
Shun'ichiro Ohmi, Mengyi Chen, Xiaopeng Wu, Yasushi Masahiro