Shuliang Liu

According to our database, Shuliang Liu authored at least 43 papers between 1999 and 2026.

Collaborative distances:

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

2026

Shape Your Body Within Intelligent Vehicles: Smart Exercising Services with Agentic AI.

Shuliang Liu, Yonglin Tian, Yuhang Liu, Juanjuan Li, Rui Qin, Xiaolong Liang

IEEE CAA J. Autom. Sinica, April, 2026

Correct Prediction, Wrong Steps? Consensus Reasoning Knowledge Graph for Robust Chain-of-Thought Synthesis.

Zipeng Ling, Shuliang Liu, Shenghong Fu, Yuehao Tang, Seonil Son, Yao Wan, Xuming Hu

CoRR, April, 2026

Decoding by Perturbation: Mitigating MLLM Hallucinations via Dynamic Textual Perturbation.

Sihang Jia, Shuliang Liu, Songbo Yang, Yibo Yan, Xin Zou, Xuming Hu

CoRR, April, 2026

Visual Late Chunking: An Empirical Study of Contextual Chunking for Efficient Visual Document Retrieval.

Yibo Yan, Mingdong Ou, Yi Cao, Jiahao Huo, Xin Zou, Shuliang Liu, James T. Kwok, Xuming Hu

CoRR, April, 2026

Beyond the Grid: Layout-Informed Multi-Vector Retrieval with Parsed Visual Document Representations.

Yibo Yan, Mingdong Ou, Yi Cao, Xin Zou, Shuliang Liu, Jiahao Huo, Yue Huang, James T. Kwok, Xuming Hu

CoRR, March, 2026

Unlocking Multimodal Document Intelligence: From Current Triumphs to Future Frontiers of Visual Document Retrieval.

Yibo Yan, Jiahao Huo, Guanbo Feng, Mingdong Ou, Yi Cao, Xin Zou, Shuliang Liu, Yuanhuiyi Lyu, Yue Huang, Jungang Li, Kening Zheng, Xu Zheng, Philip S. Yu, James Kwok, Xuming Hu

CoRR, February, 2026

Sculpting the Vector Space: Towards Efficient Multi-Vector Visual Document Retrieval via Prune-then-Merge Framework.

Yibo Yan, Mingdong Ou, Yi Cao, Xin Zou, Jiahao Huo, Shuliang Liu, James Kwok, Xuming Hu

CoRR, February, 2026

A Visual Semantic Adaptive Watermark grounded by Prefix-Tuning for Large Vision-Language Model.

Qi Zheng, Shuliang Liu, Yu Huang, Sihang Jia, Jungang Li, Lyuhao Chen, Junhao Chen, Hanqian Li, Aiwei Liu, Yibo Yan, Xuming Hu

CoRR, January, 2026

Vision-Language Introspection: Mitigating Overconfident Hallucinations in MLLMs via Interpretable Bi-Causal Steering.

Shuliang Liu, Songbo Yang, Dong Fang, Sihang Jia, Yuqi Tang, Lingfeng Su, Ruoshui Peng, Yibo Yan, Xin Zou, Xuming Hu

CoRR, January, 2026

Distilling the Thought, Watermarking the Answer: A Principle Semantic Guided Watermark for Large Reasoning Models.

Shuliang Liu, Xingyu Li, Hongyi Liu, Yibo Yan, Bingchen Duan, Qi Zheng, Dong Fang, Lingfeng Su, Xuming Hu

CoRR, January, 2026

Knowledge intensive agents.

Zhenghao Liu, Pengcheng Huang, Zhipeng Xu, Xinze Li, Shuliang Liu, Chunyi Peng, Haidong Xin, Yukun Yan, Shuo Wang, Xu Han, Zhiyuan Liu, Maosong Sun, Yu Gu, Ge Yu

AI Open, 2026

2025

Calculation of Transmission Ratio for Compound Gear Train Based on Transfer Block Diagram and MATLAB Implementation.

Shuliang Liu, Xiaoxin Ren, Weilei Feng, Yaping Zhao

Asia Pac. J. Oper. Res., December, 2025

Mitigating Judgment Preference Bias in Large Language Models through Group-Based Polling.

Shuliang Liu, Zhipeng Xu, Zhenghao Liu, Yukun Yan, Minghe Yu, Yu Gu, Chong Chen, Huiyuan Xie, Ge Yu

CoRR, October, 2025

CATMark: A Context-Aware Thresholding Framework for Robust Cross-Task Watermarking in Large Language Models.

Yu Zhang, Shuliang Liu, Xu Yang, Xuming Hu

CoRR, October, 2025

DocPruner: A Storage-Efficient Framework for Multi-Vector Visual Document Retrieval via Adaptive Patch-Level Embedding Pruning.

Yibo Yan, Guangwei Xu, Xin Zou, Shuliang Liu, James Kwok, Xuming Hu

CoRR, September, 2025

PMark: Towards Robust and Distortion-free Semantic-level Watermarking with Channel Constraints.

Jiahao Huo, Shuliang Liu, Bin Wang, Junyan Zhang, Yibo Yan, Aiwei Liu, Xuming Hu, Mingxun Zhou

CoRR, September, 2025

Instruction Boundary: Quantifying Biases in LLM Reasoning under Various Coverage.

Zipeng Ling, Yuehao Tang, Chen Huang, Shuliang Liu, Gaoyang Jiang, Shenghong Fu, Junqi Yang, Yao Wan, Jiawan Zhang, Kejia Huang, Xuming Hu

CoRR, September, 2025

WakenLLM: Evaluating Reasoning Potential and Stability in LLMs via Fine-Grained Benchmarking.

Zipeng Ling, Yuehao Tang, Shuliang Liu, Junqi Yang, Shenghong Fu, Chen Huang, Kejia Huang, Yao Wan, Zhichao Hou, Xuming Hu

CoRR, July, 2025

VLA-Mark: A cross modal watermark for large vision-language alignment model.

Shuliang Liu, Qi Zheng, Jesse Jiaxi Xu, Yibo Yan, He Geng, Aiwei Liu, Peijie Jiang, Jia Liu, Yik-Cheung Tam, Xuming Hu

CoRR, July, 2025

A Survey on Proactive Defense Strategies Against Misinformation in Large Language Models.

Shuliang Liu, Hongyi Liu, Aiwei Liu, Bingchen Duan, Qi Zheng, Yibo Yan, He Geng, Peijie Jiang, Jia Liu, Xuming Hu

CoRR, July, 2025

Video Signature: In-generation Watermarking for Latent Video Diffusion Models.

Yu Huang, Junhao Chen, Qi Zheng, Hanqian Li, Shuliang Liu, Xuming Hu

CoRR, June, 2025

Unveiling Instruction-Specific Neurons & Experts: An Analytical Framework for LLM's Instruction-Following Capabilities.

Junyan Zhang, Yubo Gao, Yibo Yan, Jungang Li, Zhaorui Hou, Sicheng Tao, Shuliang Liu, Song Dai, Yonghua Hei, Junzhuo Li, Xuming Hu

CoRR, May, 2025

TreeHop: Generate and Filter Next Query Embeddings Efficiently for Multi-hop Question Answering.

Zhonghao Li, Kunpeng Zhang, Jinghuai Ou, Shuliang Liu, Xuming Hu

CoRR, April, 2025

CoheMark: A Novel Sentence-Level Watermark for Enhanced Text Quality.

Junyan Zhang, Shuliang Liu, Aiwei Liu, Yubo Gao, Jungang Li, Xiaojie Gu, Xuming Hu

CoRR, April, 2025

DSFNet: Learning Disentangled Scenario Factorization for Multi-Scenario Route Ranking.

Jiahao Yu, Yihai Duan, Longfei Xu, Chao Chen, Shuliang Liu, Kaikui Liu, Fan Yang, Xiangxiang Chu, Ning Guo

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

Do BERT-Like Bidirectional Models Still Perform Better on Text Classification in the Era of LLMs?

Junyan Zhang, Yiming Huang, Shuliang Liu, Yubo Gao, Xuming Hu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

VLA-Mark: A cross modal watermark for large vision-language alignment models.

Shuliang Liu, Zheng Qi, Jesse Jiaxi Xu, Yibo Yan, Junyan Zhang, He Geng, Aiwei Liu, Peijie Jiang, Jia Liu, Yik-Cheung Tam, Xuming Hu

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

BLCU-ICALL at BEA 2025 Shared Task: Multi-Strategy Evaluation of AI Tutors.

Jiyuan An, Xiang Fu, Bo Liu, Xuquan Zong, Cunliang Kong, Shuliang Liu, Shuo Wang, Zhenghao Liu, Liner Yang, Hanghang Fan, Erhong Yang

Proceedings of the 20th Workshop on Innovative Use of NLP for Building Educational Applications, 2025

A Survey on Proactive Defense Strategies Against Misinformation in Large Language Models.

Shuliang Liu, Hongyi Liu, Aiwei Liu, Bingchen Duan, Zheng Qi, Yibo Yan, He Geng, Peijie Jiang, Jia Liu, Xuming Hu

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models.

Shuliang Liu, Xinze Li, Zhenghao Liu, Yukun Yan, Cheng Yang, Zheni Zeng, Zhiyuan Liu, Maosong Sun, Ge Yu

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Unlocking Speech Instruction Data Potential with Query Rewriting.

Yonghua Hei, Yibo Yan, Shuliang Liu, Huiyu Zhou, Linfeng Zhang, Xuming Hu

Proceedings of the Findings of the Association for Computational Linguistics, 2025

SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning.

Junkai Chen, Zhijie Deng, Kening Zheng, Yibo Yan, Shuliang Liu, PeiJun Wu, Peijie Jiang, Jia Liu, Xuming Hu

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

DAEiS-Net: Deep Aggregation Network with Edge Information Supplement for Tunnel Water Stain Segmentation.

Yuliang Wang, Kai Huang, Kai Zheng, Shuliang Liu

Sensors, September, 2024

MarkLLM: An Open-Source Toolkit for LLM Watermarking.

Leyi Pan, Aiwei Liu, Zhiwei He, Zitian Gao, Xuandong Zhao, Yijian Lu, Binglin Zhou, Shuliang Liu, Xuming Hu, Lijie Wen, Irwin King

CoRR, 2024

DSFNet: Learning Disentangled Scenario Factorization for Multi-Scenario Route Ranking.

Jiahao Yu, Yihai Duan, Longfei Xu, Chao Chen, Shuliang Liu, Li Chen, Kaikui Liu, Fan Yang, Ning Guo

CoRR, 2024

MSDNet: A Multi-Scale Feature Representation Network Model for Tunnel Bolt Detection.

Xiufeng Wu, Xueli Li, Guangxing Cao, Chao Guo, Wei Chang, Zhao Wang, Shuliang Liu

IEEE Access, 2024

MarkLLM: An Open-Source Toolkit for LLM Watermarking.

Leyi Pan, Aiwei Liu, Zhiwei He, Zitian Gao, Xuandong Zhao, Yijian Lu, Binglin Zhou, Shuliang Liu, Xuming Hu, Lijie Wen, Irwin King, Philip S. Yu

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

2022

HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction.

Shuliang Liu, Xuming Hu, Chenwei Zhang, Shu'ang Li, Lijie Wen, Philip S. Yu

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

2021

Research on the Impact of Internal Control on Risk Management of Chinese Listed Insurance Companies.

Shuliang Liu, Jinying Chen

Proceedings of the ICEME 2021: The 12th International Conference on E-business, Management and Economics, Beijing, China, July 17, 2021

Research on the Level of Economic Comprehensive Development in Central and Western Regions of China.

Hao Li, Shuliang Liu

Proceedings of the ICEME 2021: The 12th International Conference on E-business, Management and Economics, Beijing, China, July 17, 2021

2019

Experimental study of debris flow velocity and energy dissipation in soft-based energy dissipation drainage canal.

Shuliang Liu

Proceedings of the 8th International Conference on Informatics, 2019

2008

The Application of Grey Correlation Analysis in the Big Electrical Customers from Baoding City.

Shuliang Liu, Yining Ma

Proceedings of the Fourth International Conference on Natural Computation, 2008

1999

Development & Application of Wall-Climbing Robots.

Yan Wang, Shuliang Liu, Dianguo Xu, Yanzheng Zhao, Hao Shao, Xueshan Gao

Proceedings of the 1999 IEEE International Conference on Robotics and Automation, 1999