Jixian Zhou

According to our database, Jixian Zhou authored at least 10 papers between 2013 and 2026.

Collaborative distances:

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

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

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

Catching fraudulent "invisible hands": An approach to finding associative dense blocks in bipartite graphs.

Yili Ren, Hao Lin, Jiazhou Yu, Zhou Feng, Jixian Zhou, Ling Man, Ming Liu, Guannan Liu

Inf. Process. Manag., 2026

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

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

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

2022

Influencing factors and efficiency of funds in humanitarian supply chains: the case of Chinese rural minimum living security funds.

Jiandong Chen, Ping Wang, Jixian Zhou, Malin Song, Xinyue Zhang

Ann. Oper. Res., 2022

2013

Navigation for Indoor Mobile Robot Based on Wireless Sensor Network.

Yunzhou Zhang, Shuo Wang, Guanting Fan, Jixian Zhou

Proceedings of the Wireless Algorithms, Systems, and Applications, 2013