Liangyou Li

94 papers A* 9B 1C 1Misc 2Journal 44Unranked 37
YearRankTypeTitle / Venue / Authors
2026 J jnl
ARTIS: Agentic Risk-Aware Test-Time Scaling via Iterative Simulation.
CoRR
Xingshan Zeng, Lingzhi Wang, Weiwen Liu, Liangyou Li, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu
2026 J jnl
Federated split learning-driven multimodal physical-virtual integration framework: high-fidelity full-cross-section deformation field reconstruction in precise metal tube bending manufacturing.
J. Ind. Inf. Integr.
Zili Wang, Xinlei Hu, Shu-you Zhang, Lemiao Qiu, Yaochen Lin, Liangyou Li, Yongzhe Xiang, Jie Li
2026 J jnl
From Verifiable Dot to Reward Chain: Harnessing Verifiable Reference-based Rewards for Reinforcement Learning of Open-ended Generation.
CoRR
Yuxin Jiang, Yufei Wang, Qiyuan Zhang, Xingshan Zeng, Liangyou Li, Jierun Chen, Chaofan Tao, Haoli Bai, Lifeng Shang
2026 J jnl
Spatial spiral tube multi-roller bending: Accurate axial prediction utilizing AWPSO-FECAM-LSTM framework.
Expert Syst. Appl.
Zili Wang, Yonglin Tao, Shuyou Zhang, Xiaojian Liu, Yaochen Lin, Liangyou Li, Jianrong Tan, Zheyi Li
2026 A* conf
ToolACE-R: Model-aware Iterative Training and Adaptive Refinement for Tool learning.
AAAI
Xingshan Zeng, Weiwen Liu, Xu Huang, Zezhong Wang, Lingzhi Wang, Liangyou Li, Yasheng Wang, Lifeng Shang, Xin Jiang, Ruiming Tang, Qun Liu
2025 J jnl
Bilingual phrase induction with local hard negative sampling.
CAAI Trans. Intell. Technol.
Hailong Cao, Hualin Miao, Weixuan Wang, Liangyou Li, Wei Peng, Tiejun Zhao
2025 A* conf
Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization.
ICLR
Yuxin Jiang, Bo Huang, Yufei Wang, Xingshan Zeng, Liangyou Li, Yasheng Wang, Xin Jiang, Lifeng Shang, Ruiming Tang, Wei Wang
2025 — conf
Chain-of-Probe: Examining the Necessity and Accuracy of CoT Step-by-Step.
NAACL (Findings)
Zezhong Wang, Xingshan Zeng, Weiwen Liu, Yufei Wang, Liangyou Li, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong
2025 — conf
Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge.
ACL (1)
Qiyuan Zhang, Yufei Wang, Yuxin Jiang, Liangyou Li, Chuhan Wu, Yasheng Wang, Xin Jiang, Lifeng Shang, Ruiming Tang, Fuyuan Lyu, Chen Ma
2025 J jnl
Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge.
CoRR
Qiyuan Zhang, Yufei Wang, Yuxin Jiang, Liangyou Li, Chuhan Wu, Yasheng Wang, Xin Jiang, Lifeng Shang, Ruiming Tang, Fuyuan Lyu, Chen Ma
2025 — conf
Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework.
ACL (Findings)
Kaishuai Xu, Tiezheng Yu, Yi Cheng, Wenjun Hou, Liangyou Li, Xin Jiang, Lifeng Shang, Qun Liu, Wenjie Li
2025 J jnl
Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework.
CoRR
Kaishuai Xu, Tiezheng Yu, Wenjun Hou, Yi Cheng, Liangyou Li, Xin Jiang, Lifeng Shang, Qun Liu, Wenjie Li
2025 A* conf
NILE: Internal Consistency Alignment in Large Language Models.
EMNLP
Minda Hu, Qiyuan Zhang, Yufei Wang, Bowei He, Hongru Wang, Jingyan Zhou, Liangyou Li, Yasheng Wang, Chen Ma, Irwin King
2025 A* conf
RevisEval: Improving LLM-as-a-Judge via Response-Adapted References.
ICLR
Qiyuan Zhang, Yufei Wang, Tiezheng Yu, Yuxin Jiang, Chuhan Wu, Liangyou Li, Yasheng Wang, Xin Jiang, Lifeng Shang, Ruiming Tang, Fuyuan Lyu, Chen Ma
2025 A* conf
Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning.
EMNLP
Zezhong Wang, Xingshan Zeng, Weiwen Liu, Yufei Wang, Liangyou Li, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong
2025 J jnl
Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning.
CoRR
Zezhong Wang, Xingshan Zeng, Weiwen Liu, Yufei Wang, Liangyou Li, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong
2025 — conf
Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing.
ACL (1)
Kaishuai Xu, Tiezheng Yu, Wenjun Hou, Yi Cheng, Chak Tou Leong, Liangyou Li, Xin Jiang, Lifeng Shang, Qun Liu, Wenjie Li
2025 J jnl
ToolACE-MT: Non-Autoregressive Generation for Agentic Multi-Turn Interaction.
CoRR
Xingshan Zeng, Weiwen Liu, Lingzhi Wang, Liangyou Li, Fei Mi, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu
2025 J jnl
ToolACE-R: Tool Learning with Adaptive Self-Refinement.
CoRR
Xingshan Zeng, Weiwen Liu, Xu Huang, Zezhong Wang, Lingzhi Wang, Liangyou Li, Yasheng Wang, Lifeng Shang, Xin Jiang, Ruiming Tang, Qun Liu
2025 — conf
ToolFlow: Boosting LLM Tool-Calling Through Natural and Coherent Dialogue Synthesis.
NAACL (Long Papers)
Zezhong Wang, Xingshan Zeng, Weiwen Liu, Liangyou Li, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong
2024 J jnl
Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization.
CoRR
Yuxin Jiang, Bo Huang, Yufei Wang, Xingshan Zeng, Liangyou Li, Yasheng Wang, Xin Jiang, Lifeng Shang, Ruiming Tang, Wei Wang
2024 J jnl
Chain-of-Probe: Examing the Necessity and Accuracy of CoT Step-by-Step.
CoRR
Zezhong Wang, Xingshan Zeng, Weiwen Liu, Yufei Wang, Liangyou Li, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong
2024 — conf
FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models.
ACL (1)
Yuxin Jiang, Yufei Wang, Xingshan Zeng, Wanjun Zhong, Liangyou Li, Fei Mi, Lifeng Shang, Xin Jiang, Qun Liu, Wei Wang
2024 — conf
Learning to Edit: Aligning LLMs with Knowledge Editing.
ACL (1)
Yuxin Jiang, Yufei Wang, Chuhan Wu, Wanjun Zhong, Xingshan Zeng, Jiahui Gao, Liangyou Li, Xin Jiang, Lifeng Shang, Ruiming Tang, Qun Liu, Wei Wang
2024 J jnl
Learning to Edit: Aligning LLMs with Knowledge Editing.
CoRR
Yuxin Jiang, Yufei Wang, Chuhan Wu, Wanjun Zhong, Xingshan Zeng, Jiahui Gao, Liangyou Li, Xin Jiang, Lifeng Shang, Ruiming Tang, Qun Liu, Wei Wang
2024 — conf
M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models.
ACL (1)
Wai-Chung Kwan, Xingshan Zeng, Yufei Wang, Yusen Sun, Liangyou Li, Yuxin Jiang, Lifeng Shang, Qun Liu, Kam-Fai Wong
2024 A* conf
MT-Eval: A Multi-Turn Capabilities Evaluation Benchmark for Large Language Models.
EMNLP
Wai-Chung Kwan, Xingshan Zeng, Yuxin Jiang, Yufei Wang, Liangyou Li, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong
2024 J jnl
MT-Eval: A Multi-Turn Capabilities Evaluation Benchmark for Large Language Models.
CoRR
Wai-Chung Kwan, Xingshan Zeng, Yuxin Jiang, Yufei Wang, Liangyou Li, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong
2024 J jnl
Mitigating Large Language Model Hallucination with Faithful Finetuning.
CoRR
Minda Hu, Bowei He, Yufei Wang, Liangyou Li, Chen Ma, Irwin King
2024 J jnl
NILE: Internal Consistency Alignment in Large Language Models.
CoRR
Minda Hu, Qiyuan Zhang, Yufei Wang, Bowei He, Hongru Wang, Jingyan Zhou, Liangyou Li, Yasheng Wang, Chen Ma, Irwin King
2024 J jnl
RevisEval: Improving LLM-as-a-Judge via Response-Adapted References.
CoRR
Qiyuan Zhang, Yufei Wang, Tiezheng Yu, Yuxin Jiang, Chuhan Wu, Liangyou Li, Yasheng Wang, Xin Jiang, Lifeng Shang, Ruiming Tang, Fuyuan Lyu, Chen Ma
2024 J jnl
Subtle Errors Matter: Preference Learning via Error-injected Self-editing.
CoRR
Kaishuai Xu, Tiezheng Yu, Wenjun Hou, Yi Cheng, Chak Tou Leong, Liangyou Li, Xin Jiang, Lifeng Shang, Qun Liu, Wenjie Li
2024 J jnl
ToolFlow: Boosting LLM Tool-Calling Through Natural and Coherent Dialogue Synthesis.
CoRR
Zezhong Wang, Xingshan Zeng, Weiwen Liu, Liangyou Li, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong
2023 — conf
AdaTranS: Adapting with Boundary-based Shrinking for End-to-End Speech Translation.
EMNLP (Findings)
Xingshan Zeng, Liangyou Li, Qun Liu
2023 J jnl
Aligning Large Language Models with Human: A Survey.
CoRR
Yufei Wang, Wanjun Zhong, Liangyou Li, Fei Mi, Xingshan Zeng, Wenyong Huang, Lifeng Shang, Xin Jiang, Qun Liu
2023 J jnl
End-to-end Training and Decoding for Pivot-based Cascaded Translation Model.
CoRR
Hao Cheng, Meng Zhang, Liangyou Li, Qun Liu, Zhihua Zhang
2023 J jnl
Evaluating the Efficacy of Length-Controllable Machine Translation.
CoRR
Hao Cheng, Meng Zhang, Weixuan Wang, Liangyou Li, Qun Liu, Zhihua Zhang
2023 J jnl
FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models.
CoRR
Yuxin Jiang, Yufei Wang, Xingshan Zeng, Wanjun Zhong, Liangyou Li, Fei Mi, Lifeng Shang, Xin Jiang, Qun Liu, Wei Wang
2023 J jnl
M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models.
CoRR
Wai-Chung Kwan, Xingshan Zeng, Yufei Wang, Yusen Sun, Liangyou Li, Lifeng Shang, Qun Liu, Kam-Fai Wong
2023 — conf
SongRewriter: A Chinese Song Rewriting System with Controllable Content and Rhyme Scheme.
ACL (Findings)
Yusen Sun, Liangyou Li, Qun Liu, Dit-Yan Yeung
2022 J jnl
AdaTranS: Adapting with Boundary-based Shrinking for End-to-End Speech Translation.
CoRR
Xingshan Zeng, Liangyou Li, Qun Liu
2022 — conf
FreeTransfer-X: Safe and Label-Free Cross-Lingual Transfer from Off-the-Shelf Models.
NAACL-HLT (Findings)
Yinpeng Guo, Liangyou Li, Xin Jiang, Qun Liu
2022 J jnl
FreeTransfer-X: Safe and Label-Free Cross-Lingual Transfer from Off-the-Shelf Models.
CoRR
Yinpeng Guo, Liangyou Li, Xin Jiang, Qun Liu
2022 J jnl
SongRewriter: A Chinese Song Rewriting System with Controllable Content and Rhyme Scheme.
CoRR
Yusen Sun, Liangyou Li, Qun Liu, Dit-Yan Yeung
2022 — conf
Triangular Transfer: Freezing the Pivot for Triangular Machine Translation.
ACL (2)
Meng Zhang, Liangyou Li, Qun Liu
2022 J jnl
Triangular Transfer: Freezing the Pivot for Triangular Machine Translation.
CoRR
Meng Zhang, Liangyou Li, Qun Liu
2022 — conf
Universal Conditional Masked Language Pre-training for Neural Machine Translation.
ACL (1)
Pengfei Li, Liangyou Li, Meng Zhang, Minghao Wu, Qun Liu
2022 J jnl
Universal Conditional Masked Language Pre-training for Neural Machine Translation.
CoRR
Pengfei Li, Liangyou Li, Meng Zhang, Minghao Wu, Qun Liu
2021 J jnl
Adversarial Parameter Defense by Multi-Step Risk Minimization.
CoRR
Zhiyuan Zhang, Ruixuan Luo, Xuancheng Ren, Qi Su, Liangyou Li, Xu Sun
2021 J jnl
Adversarial parameter defense by multi-step risk minimization.
Neural Networks
Zhiyuan Zhang, Ruixuan Luo, Xuancheng Ren, Qi Su, Liangyou Li, Xu Sun
2021 J jnl
An Approach to Improve Robustness of NLP Systems against ASR Errors.
CoRR
Tong Cui, Jinghui Xiao, Liangyou Li, Xin Jiang, Qun Liu
2021 J jnl
Dependency Graph-to-String Statistical Machine Translation.
CoRR
Liangyou Li, Andy Way, Qun Liu
2021 — conf
Document Graph for Neural Machine Translation.
EMNLP (1)
Mingzhou Xu, Liangyou Li, Derek F. Wong, Qun Liu, Lidia S. Chao
2021 A* conf
Exploring the Vulnerability of Deep Neural Networks: A Study of Parameter Corruption.
AAAI
Xu Sun, Zhiyuan Zhang, Xuancheng Ren, Ruixuan Luo, Liangyou Li
2021 A* conf
Future-Guided Incremental Transformer for Simultaneous Translation.
AAAI
Shaolei Zhang, Yang Feng, Liangyou Li
2021 J jnl
Learning Multilingual Representation for Natural Language Understanding with Enhanced Cross-Lingual Supervision.
CoRR
Yinpeng Guo, Liangyou Li, Xin Jiang, Qun Liu
2021 — conf
Multilingual Speech Translation with Unified Transformer: Huawei Noah's Ark Lab at IWSLT 2021.
IWSLT
Xingshan Zeng, Liangyou Li, Qun Liu
2021 J jnl
Multilingual Speech Translation with Unified Transformer: Huawei Noah's Ark Lab at IWSLT 2021.
CoRR
Xingshan Zeng, Liangyou Li, Qun Liu
2021 — conf
NoahNMT at WMT 2021: Dual Transfer for Very Low Resource Supervised Machine Translation.
WMT@EMNLP
Meng Zhang, Minghao Wu, Pengfei Li, Liangyou Li, Qun Liu
2021 — conf
RealTranS: End-to-End Simultaneous Speech Translation with Convolutional Weighted-Shrinking Transformer.
ACL/IJCNLP (Findings)
Xingshan Zeng, Liangyou Li, Qun Liu
2021 J jnl
RealTranS: End-to-End Simultaneous Speech Translation with Convolutional Weighted-Shrinking Transformer.
CoRR
Xingshan Zeng, Liangyou Li, Qun Liu
2021 J jnl
The HW-TSC's Offline Speech Translation Systems for IWSLT 2021 Evaluation.
CoRR
Minghan Wang, Yuxia Wang, Chang Su, Jiaxin Guo, Yingtao Zhang, Yujia Liu, Min Zhang, Shimin Tao, Xingshan Zeng, Liangyou Li, Hao Yang, Ying Qin
2021 — conf
Two Parents, One Child: Dual Transfer for Low-Resource Neural Machine Translation.
ACL/IJCNLP (Findings)
Meng Zhang, Liangyou Li, Qun Liu
2021 — conf
Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training.
EMNLP (1)
Minghao Wu, Yitong Li, Meng Zhang, Liangyou Li, Gholamreza Haffari, Qun Liu
2021 J jnl
Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training.
CoRR
Minghao Wu, Yitong Li, Meng Zhang, Liangyou Li, Gholamreza Haffari, Qun Liu
2020 — conf
A General Framework for Adaptation of Neural Machine Translation to Simultaneous Translation.
AACL/IJCNLP
Yun Chen, Liangyou Li, Xin Jiang, Xiao Chen, Qun Liu
2020 J jnl
Document Graph for Neural Machine Translation.
CoRR
Mingzhou Xu, Liangyou Li, Derek F. Wong, Qun Liu, Lidia S. Chao
2020 J jnl
Exploring the Vulnerability of Deep Neural Networks: A Study of Parameter Corruption.
CoRR
Xu Sun, Zhiyuan Zhang, Xuancheng Ren, Ruixuan Luo, Liangyou Li
2020 J jnl
Future-Guided Incremental Transformer for Simultaneous Translation.
CoRR
Shaolei Zhang, Yang Feng, Liangyou Li
2020 — conf
HW-TSC's Participation at WMT 2020 Quality Estimation Shared Task.
WMT@EMNLP
Minghan Wang, Hao Yang, Hengchao Shang, Daimeng Wei, Jiaxin Guo, Lizhi Lei, Ying Qin, Shimin Tao, Shiliang Sun, Yimeng Chen, Liangyou Li
2020 — conf
HW-TSC's Participation in the WAT 2020 Indic Languages Multilingual Task.
WAT@AAC/IJCNLPL
Zhengzhe Yu, Zhanglin Wu, Xiaoyu Chen, Daimeng Wei, Hengchao Shang, Jiaxin Guo, Zongyao Li, Minghan Wang, Liangyou Li, Lizhi Lei, Hao Yang, Ying Qin
2020 — conf
HW-TSC's Participation in the WMT 2020 News Translation Shared Task.
WMT@EMNLP
Daimeng Wei, Hengchao Shang, Zhanglin Wu, Zhengzhe Yu, Liangyou Li, Jiaxin Guo, Minghan Wang, Hao Yang, Lizhi Lei, Ying Qin, Shiliang Sun
2020 — conf
Huawei's Submissions to the WMT20 Biomedical Translation Task.
WMT@EMNLP
Wei Peng, Jianfeng Liu, Minghan Wang, Liangyou Li, Xupeng Meng, Hao Yang, Qun Liu
2019 J jnl
How to Do Simultaneous Translation Better with Consecutive Neural Machine Translation?
CoRR
Yun Chen, Liangyou Li, Xin Jiang, Xiao Chen, Qun Liu
2019 — conf
Huawei's NMT Systems for the WMT 2019 Biomedical Translation Task.
WMT (3)
Wei Peng, Jianfeng Liu, Liangyou Li, Qun Liu
2019 J jnl
Pretrained Language Models for Document-Level Neural Machine Translation.
CoRR
Liangyou Li, Xin Jiang, Qun Liu
2017 — conf
Context-Aware Graph Segmentation for Graph-Based Translation.
EACL (2)
Liangyou Li, Andy Way, Qun Liu
2017 — conf
Semantics-Enhanced Task-Oriented Dialogue Translation: A Case Study on Hotel Booking.
IJCNLP (System Demonstrations)
Longyue Wang, Jinhua Du, Liangyou Li, Zhaopeng Tu, Andy Way, Qun Liu
2016 C conf
Combining Translation Memories and Syntax-Based SMT: Experiments with Real Industrial Data.
EAMT
Liangyou Li, Carla Parra Escartín, Qun Liu
2016 J jnl
Combining translation memories and statistical machine translation using sparse features.
Mach. Transl.
Liangyou Li, Carla Parra Escartín, Andy Way, Qun Liu
2016 — conf
Extending Phrase-Based Translation with Dependencies by Using Graphs.
SedMT@NAACL-HLT
Liangyou Li, Andy Way, Qun Liu
2016 — conf
Graph-Based Translation Via Graph Segmentation.
ACL (1)
Liangyou Li, Andy Way, Qun Liu
2016 — conf
Phrase-Level Combination of SMT and TM Using Constrained Word Lattice.
ACL (2)
Liangyou Li, Andy Way, Qun Liu
2016 B conf
Topic-Informed Neural Machine Translation.
COLING
Jian Zhang, Liangyou Li, Andy Way, Qun Liu
2015 A* conf
Dependency Graph-to-String Translation.
EMNLP
Liangyou Li, Andy Way, Qun Liu
2015 — conf
MT Tuning on RED: A Dependency-Based Evaluation Metric.
WMT@EMNLP
Liangyou Li, Hui Yu, Qun Liu
2014 Misc conf
A discriminative framework of integrating translation memory features into SMT.
AMTA
Liangyou Li, Andy Way, Qun Liu
2014 Misc conf
A probabilistic feature-based fill-up for SMT.
AMTA
Jian Zhang, Liangyou Li, Andy Way, Qun Liu
2014 — conf
The DCU-ICTCAS MT system at WMT 2014 on German-English Translation Task.
WMT@ACL
Liangyou Li, Xiaofeng Wu, Santiago Cortes Vaíllo, Jun Xie, Andy Way, Qun Liu
2014 — conf
Transformation and Decomposition for Efficiently Implementing and Improving Dependency-to-String Model In Moses.
SSST@EMNLP
Liangyou Li, Jun Xie, Andy Way, Qun Liu
2012 — conf
Fuzzy Matching for N-Gram-Based MT Evaluation.
CLSW
Liangyou Li, Zhengxian Gong
2012 — conf
Phrase-Based Evaluation for Machine Translation.
COLING (Posters)
Liangyou Li, Zhengxian Gong, Guodong Zhou
2011 — conf
Improve SMT with Source-Side "Topic-Document" Distributions.
MTSummit
Zhengxian Gong, Guodong Zhou, Liangyou Li
2010 — conf
An Optimized Video-Based Traffic Congestion Monitoring System.
WKDD
Fei Zhu, Liangyou Li