Shuman Liu

According to our database, Shuman Liu authored at least 13 papers between 2018 and 2026.

Collaborative distances:

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

2026

AMO: Adaptive Muon Orthogonalization.

Xinlin Zhuang, Panyi Ouyang, Yichen Li, Jiangming Shi, Yizhang Chen, Shuman Liu, Ying Qian, Weiyang Liu, Haibo Zhang, Imran Razzak

CoRR, May, 2026

Decomposing and Steering Functional Metacognition in Large Language Models.

Yanshi Li, Xueru Bai, Shuman Liu, Haibo Zhang, Anxiang Zeng

CoRR, May, 2026

Compass-Embedding v4: Robust Contrastive Learning for Multilingual E-commerce Embeddings.

Pakorn Ueareeworakul, Shuman Liu, Jinghao Feng, Ling Hu, Zhantang Shi, Chengqi Sun, Liang Yao, Panyi Ouyang, Haibo Zhang, Anxiang Zeng

CoRR, January, 2026

2025

Each Prompt Matters: Scaling Reinforcement Learning Without Wasting Rollouts on Hundred-Billion-Scale MoE.

Anxiang Zeng, Haibo Zhang, Hailing Zhang, Kaixiang Mo, Liang Yao, Ling Hu, Long Zhang, Shuman Liu, Shuyi Xie, Yanshi Li, Yizhang Chen, Yuepeng Sheng, Yuwei Huang, Zhaochen Xu, Zhiqiang Zhou, Ziqin Liew

CoRR, December, 2025

ESPO: Entropy Importance Sampling Policy Optimization.

Yuepeng Sheng, Yuwei Huang, Shuman Liu, Haibo Zhang, Anxiang Zeng

CoRR, December, 2025

Towards Reliable Evaluation of Large Language Models for Multilingual and Multimodal E-Commerce Applications.

Shuyi Xie, Ziqin Liew, Hailing Zhang, Haibo Zhang, Ling Hu, Zhiqiang Zhou, Shuman Liu, Anxiang Zeng

CoRR, October, 2025

Mid-Training of Large Language Models: A Survey.

Kaixiang Mo, Yuxin Shi, Weiwei Weng, Zhiqiang Zhou, Shuman Liu, Haibo Zhang, Anxiang Zeng

CoRR, October, 2025

Compass-Thinker-7B Technical Report.

Anxiang Zeng, Haibo Zhang, Kaixiang Mo, Long Zhang, Shuman Liu, Yanhui Huang, Yawen Liu, Yuepeng Sheng, Yuwei Huang

CoRR, August, 2025

Sparse Adversarial Unrolling Network for Bearing Compound Fault Classification.

Chenxi Yang, Saisai Chen, Shuman Liu, Wei Fan, Chao Chen

IEEE Trans. Instrum. Meas., 2025

Bearing RUL Prediction Using Composite Health Index-Based Gaussian Process Regression Model With a Dynamic Change Point.

Wei Fan, Shuman Liu, Zhenqiang Chen, Jianing Man, Chao Chen, Long Chen

IEEE Trans. Instrum. Meas., 2025

TDNet: a task-decoupled framework for low-light image enhancement.

Shuman Liu, Yitao Liang, Xuxu Yang, Mengjuan Zhao, Degang Xu, Bin Li, Juan Xia

J. Electronic Imaging, 2025

2022

Chromosome-level Genomes Reveal the Genetic Basis of Descending Dysploidy and Sex Determination in <i>Morus</i> Plants.

Zhongqiang Xia, Xuelei Dai, Wei Fan, Changying Liu, Meirong Zhang, Peipei Bian, Yuping Zhou, Liang Li, Baozhong Zhu, Shuman Liu, Zhengang Li, Xiling Wang, Maode Yu, Zhonghuai Xiang, Yu Jiang, Aichun Zhao

Genom. Proteom. Bioinform., December, 2022

2018

Knowledge Diffusion for Neural Dialogue Generation.

Shuman Liu, Hongshen Chen, Zhaochun Ren, Yang Feng, Qun Liu, Dawei Yin

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018