Shuliang Liu

43 papers A* 2Journal 29Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Visual Semantic Adaptive Watermark grounded by Prefix-Tuning for Large Vision-Language Model.
CoRR
Qi Zheng, Shuliang Liu, Yu Huang, Sihang Jia, Jungang Li, Lyuhao Chen, Junhao Chen, Hanqian Li, Aiwei Liu, Yibo Yan, Xuming Hu
2026 J jnl
Beyond the Grid: Layout-Informed Multi-Vector Retrieval with Parsed Visual Document Representations.
CoRR
Yibo Yan, Mingdong Ou, Yi Cao, Xin Zou, Shuliang Liu, Jiahao Huo, Yue Huang, James T. Kwok, Xuming Hu
2026 J jnl
Distilling the Thought, Watermarking the Answer: A Principle Semantic Guided Watermark for Large Reasoning Models.
CoRR
Shuliang Liu, Xingyu Li, Hongyi Liu, Yibo Yan, Bingchen Duan, Qi Zheng, Dong Fang, Lingfeng Su, Xuming Hu
2026 J jnl
Knowledge intensive agents.
AI Open
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
2026 J jnl
Sculpting the Vector Space: Towards Efficient Multi-Vector Visual Document Retrieval via Prune-then-Merge Framework.
CoRR
Yibo Yan, Mingdong Ou, Yi Cao, Xin Zou, Jiahao Huo, Shuliang Liu, James Kwok, Xuming Hu
2026 J jnl
Unlocking Multimodal Document Intelligence: From Current Triumphs to Future Frontiers of Visual Document Retrieval.
CoRR
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
2026 J jnl
Vision-Language Introspection: Mitigating Overconfident Hallucinations in MLLMs via Interpretable Bi-Causal Steering.
CoRR
Shuliang Liu, Songbo Yang, Dong Fang, Sihang Jia, Yuqi Tang, Lingfeng Su, Ruoshui Peng, Yibo Yan, Xin Zou, Xuming Hu
2025 — conf
A Survey on Proactive Defense Strategies Against Misinformation in Large Language Models.
ACL (Findings)
Shuliang Liu, Hongyi Liu, Aiwei Liu, Bingchen Duan, Zheng Qi, Yibo Yan, He Geng, Peijie Jiang, Jia Liu, Xuming Hu
2025 J jnl
A Survey on Proactive Defense Strategies Against Misinformation in Large Language Models.
CoRR
Shuliang Liu, Hongyi Liu, Aiwei Liu, Bingchen Duan, Qi Zheng, Yibo Yan, He Geng, Peijie Jiang, Jia Liu, Xuming Hu
2025 J jnl
CATMark: A Context-Aware Thresholding Framework for Robust Cross-Task Watermarking in Large Language Models.
CoRR
Yu Zhang, Shuliang Liu, Xu Yang, Xuming Hu
2025 J jnl
Calculation of Transmission Ratio for Compound Gear Train Based on Transfer Block Diagram and MATLAB Implementation.
Asia Pac. J. Oper. Res.
Shuliang Liu, Xiaoxin Ren, Weilei Feng, Yaping Zhao
2025 J jnl
CoheMark: A Novel Sentence-Level Watermark for Enhanced Text Quality.
CoRR
Junyan Zhang, Shuliang Liu, Aiwei Liu, Yubo Gao, Jungang Li, Xiaojie Gu, Xuming Hu
2025 — conf
DSFNet: Learning Disentangled Scenario Factorization for Multi-Scenario Route Ranking.
WWW (Companion Volume)
Jiahao Yu, Yihai Duan, Longfei Xu, Chao Chen, Shuliang Liu, Kaikui Liu, Fan Yang, Xiangxiang Chu, Ning Guo
2025 — conf
Do BERT-Like Bidirectional Models Still Perform Better on Text Classification in the Era of LLMs?
EMNLP (Findings)
Junyan Zhang, Yiming Huang, Shuliang Liu, Yubo Gao, Xuming Hu
2025 J jnl
Do BERT-Like Bidirectional Models Still Perform Better on Text Classification in the Era of LLMs?
CoRR
Junyan Zhang, Yiming Huang, Shuliang Liu, Yubo Gao, Xuming Hu
2025 J jnl
DocPruner: A Storage-Efficient Framework for Multi-Vector Visual Document Retrieval via Adaptive Patch-Level Embedding Pruning.
CoRR
Yibo Yan, Guangwei Xu, Xin Zou, Shuliang Liu, James Kwok, Xuming Hu
2025 J jnl
Instruction Boundary: Quantifying Biases in LLM Reasoning under Various Coverage.
CoRR
Zipeng Ling, Yuehao Tang, Chen Huang, Shuliang Liu, Gaoyang Jiang, Shenghong Fu, Junqi Yang, Yao Wan, Jiawan Zhang, Kejia Huang, Xuming Hu
2025 — conf
Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models.
ACL (Findings)
Shuliang Liu, Xinze Li, Zhenghao Liu, Yukun Yan, Cheng Yang, Zheni Zeng, Zhiyuan Liu, Maosong Sun, Ge Yu
2025 J jnl
Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models.
CoRR
Shuliang Liu, Xinze Li, Zhenghao Liu, Yukun Yan, Cheng Yang, Zheni Zeng, Zhiyuan Liu, Maosong Sun, Ge Yu
2025 J jnl
Mitigating Judgment Preference Bias in Large Language Models through Group-Based Polling.
CoRR
Shuliang Liu, Zhipeng Xu, Zhenghao Liu, Yukun Yan, Minghe Yu, Yu Gu, Chong Chen, Huiyuan Xie, Ge Yu
2025 J jnl
PMark: Towards Robust and Distortion-free Semantic-level Watermarking with Channel Constraints.
CoRR
Jiahao Huo, Shuliang Liu, Bin Wang, Junyan Zhang, Yibo Yan, Aiwei Liu, Xuming Hu, Mingxun Zhou
2025 — conf
SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning.
ACL (Findings)
Junkai Chen, Zhijie Deng, Kening Zheng, Yibo Yan, Shuliang Liu, PeiJun Wu, Peijie Jiang, Jia Liu, Xuming Hu
2025 J jnl
SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning.
CoRR
Junkai Chen, Zhijie Deng, Kening Zheng, Yibo Yan, Shuliang Liu, PeiJun Wu, Peijie Jiang, Jia Liu, Xuming Hu
2025 J jnl
TreeHop: Generate and Filter Next Query Embeddings Efficiently for Multi-hop Question Answering.
CoRR
Zhonghao Li, Kunpeng Zhang, Jinghuai Ou, Shuliang Liu, Xuming Hu
2025 — conf
Unlocking Speech Instruction Data Potential with Query Rewriting.
ACL (Findings)
Yonghua Hei, Yibo Yan, Shuliang Liu, Huiyu Zhou, Linfeng Zhang, Xuming Hu
2025 J jnl
Unlocking Speech Instruction Data Potential with Query Rewriting.
CoRR
Yonghua Hei, Yibo Yan, Shuliang Liu, Huiyu Zhou, Linfeng Zhang, Xuming Hu
2025 J jnl
Unveiling Instruction-Specific Neurons & Experts: An Analytical Framework for LLM's Instruction-Following Capabilities.
CoRR
Junyan Zhang, Yubo Gao, Yibo Yan, Jungang Li, Zhaorui Hou, Sicheng Tao, Shuliang Liu, Song Dai, Yonghua Hei, Junzhuo Li, Xuming Hu
2025 J jnl
VLA-Mark: A cross modal watermark for large vision-language alignment model.
CoRR
Shuliang Liu, Qi Zheng, Jesse Jiaxi Xu, Yibo Yan, He Geng, Aiwei Liu, Peijie Jiang, Jia Liu, Yik-Cheung Tam, Xuming Hu
2025 A* conf
VLA-Mark: A cross modal watermark for large vision-language alignment models.
EMNLP
Shuliang Liu, Zheng Qi, Jesse Jiaxi Xu, Yibo Yan, Junyan Zhang, He Geng, Aiwei Liu, Peijie Jiang, Jia Liu, Yik-Cheung Tam, Xuming Hu
2025 J jnl
Video Signature: In-generation Watermarking for Latent Video Diffusion Models.
CoRR
Yu Huang, Junhao Chen, Qi Zheng, Hanqian Li, Shuliang Liu, Xuming Hu
2025 J jnl
WakenLLM: Evaluating Reasoning Potential and Stability in LLMs via Fine-Grained Benchmarking.
CoRR
Zipeng Ling, Yuehao Tang, Shuliang Liu, Junqi Yang, Shenghong Fu, Chen Huang, Kejia Huang, Yao Wan, Zhichao Hou, Xuming Hu
2024 J jnl
DAEiS-Net: Deep Aggregation Network with Edge Information Supplement for Tunnel Water Stain Segmentation.
Sensors
Yuliang Wang, Kai Huang, Kai Zheng, Shuliang Liu
2024 J jnl
DSFNet: Learning Disentangled Scenario Factorization for Multi-Scenario Route Ranking.
CoRR
Jiahao Yu, Yihai Duan, Longfei Xu, Chao Chen, Shuliang Liu, Li Chen, Kaikui Liu, Fan Yang, Ning Guo
2024 J jnl
MSDNet: A Multi-Scale Feature Representation Network Model for Tunnel Bolt Detection.
IEEE Access
Xiufeng Wu, Xueli Li, Guangxing Cao, Chao Guo, Wei Chang, Zhao Wang, Shuliang Liu
2024 — conf
MarkLLM: An Open-Source Toolkit for LLM Watermarking.
EMNLP (System Demonstrations)
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
2024 J jnl
MarkLLM: An Open-Source Toolkit for LLM Watermarking.
CoRR
Leyi Pan, Aiwei Liu, Zhiwei He, Zitian Gao, Xuandong Zhao, Yijian Lu, Binglin Zhou, Shuliang Liu, Xuming Hu, Lijie Wen, Irwin King
2022 — conf
HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction.
NAACL-HLT
Shuliang Liu, Xuming Hu, Chenwei Zhang, Shu'ang Li, Lijie Wen, Philip S. Yu
2022 J jnl
HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction.
CoRR
Shuliang Liu, Xuming Hu, Chenwei Zhang, Shu'ang Li, Lijie Wen, Philip S. Yu
2021 — conf
Research on the Impact of Internal Control on Risk Management of Chinese Listed Insurance Companies.
ICEME
Shuliang Liu, Jinying Chen
2021 — conf
Research on the Level of Economic Comprehensive Development in Central and Western Regions of China.
ICEME
Hao Li, Shuliang Liu
2019 — conf
Experimental study of debris flow velocity and energy dissipation in soft-based energy dissipation drainage canal.
IEEA
Shuliang Liu
2008 — conf
The Application of Grey Correlation Analysis in the Big Electrical Customers from Baoding City.
ICNC (1)
Shuliang Liu, Yining Ma
1999 A* conf
Development & Application of Wall-Climbing Robots.
ICRA
Yan Wang, Shuliang Liu, Dianguo Xu, Yanzheng Zhao, Hao Shao, Xueshan Gao