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ORCIDShuman Liu
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2020 – today
- 2026
[i10]Pakorn Ueareeworakul, Shuman Liu, Jinghao Feng, Ling Hu, Zhantang Shi, Chengqi Sun, Liang Yao, Panyi Ouyang, Haibo Zhang, Anxiang Zeng:
Compass-Embedding v4: Robust Contrastive Learning for Multilingual E-commerce Embeddings. CoRR abs/2601.11565 (2026)- [i9]Yanshi Li, Xueru Bai, Shuman Liu, Haibo Zhang, Anxiang Zeng:
Decomposing and Steering Functional Metacognition in Large Language Models. CoRR abs/2605.08942 (2026) - [i8]Xinlin Zhuang, Panyi Ouyang, Yichen Li, Jiangming Shi, Yizhang Chen, Shuman Liu, Ying Qian, Weiyang Liu, Haibo Zhang, Imran Razzak:
AMO: Adaptive Muon Orthogonalization. CoRR abs/2605.17806 (2026) - [i7]Yu Chen, Caorui Li, Ziyu Xiong, Yidong Wang, Mingqi Gao, Shuman Liu, Biao Liu, Chunfeng Yang, Anxiang Zeng, Haibo Zhang, Chaofan Chen:
OmniReasoner: Thinking with Long Audio-Video via Native Tool Use. CoRR abs/2607.19339 (2026) - [i6]Yanshi Li, Xueru Bai, Shuman Liu, Long Zhang:
RepBench: Compiling Benchmarks into Capability Representations for Large Language Models. CoRR abs/2607.28008 (2026) - 2025
- [j4]Shuman Liu, Yitao Liang, Xuxu Yang, Mengjuan Zhao, Degang Xu, Bin Li, Juan Xia:
TDNet: a task-decoupled framework for low-light image enhancement. J. Electronic Imaging 34(5) (2025) - [j3]Wei Fan
, Shuman Liu, Zhenqiang Chen, Jianing Man, Chao Chen, Long Chen:
Bearing RUL Prediction Using Composite Health Index-Based Gaussian Process Regression Model With a Dynamic Change Point. IEEE Trans. Instrum. Meas. 74: 1-10 (2025) - [j2]Chenxi Yang, Saisai Chen, Shuman Liu, Wei Fan, Chao Chen:
Sparse Adversarial Unrolling Network for Bearing Compound Fault Classification. IEEE Trans. Instrum. Meas. 74: 1-10 (2025) - [c2]Shuman Liu, Wang Yang, Yanbo Wang, Jianwei Yao:
Geographic Routing Protocol with Adaptive Prediction-Based Location Service for FANET. HPCC 2025: 672-679 - [i5]Anxiang Zeng, Haibo Zhang, Kaixiang Mo, Long Zhang, Shuman Liu, Yanhui Huang, Yawen Liu, Yuepeng Sheng, Yuwei Huang:
Compass-Thinker-7B Technical Report. CoRR abs/2508.08909 (2025) - [i4]Kaixiang Mo, Yuxin Shi, Weiwei Weng, Zhiqiang Zhou, Shuman Liu, Haibo Zhang, Anxiang Zeng:
Mid-Training of Large Language Models: A Survey. CoRR abs/2510.06826 (2025) - [i3]Shuyi Xie, Ziqin Liew, Hailing Zhang, Haibo Zhang, Ling Hu, Zhiqiang Zhou, Shuman Liu, Anxiang Zeng:
Towards Reliable Evaluation of Large Language Models for Multilingual and Multimodal E-Commerce Applications. CoRR abs/2510.20632 (2025) - [i2]Yuepeng Sheng, Yuwei Huang, Shuman Liu, Haibo Zhang, Anxiang Zeng:
ESPO: Entropy Importance Sampling Policy Optimization. CoRR abs/2512.00499 (2025) - [i1]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:
Each Prompt Matters: Scaling Reinforcement Learning Without Wasting Rollouts on Hundred-Billion-Scale MoE. CoRR abs/2512.07710 (2025) - 2022
- [j1]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:
Chromosome-level Genomes Reveal the Genetic Basis of Descending Dysploidy and Sex Determination in Morus Plants. Genom. Proteom. Bioinform. 20(6): 1119-1137 (2022)
2010 – 2019
- 2018
- [c1]Shuman Liu, Hongshen Chen, Zhaochun Ren, Yang Feng, Qun Liu, Dawei Yin:
Knowledge Diffusion for Neural Dialogue Generation. ACL (1) 2018: 1489-1498
Coauthor Index
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