LS-BiLLMs: Label supervised bi-directional large language models for token- and sequence-level information extraction.

Xianming Li

Zongxi Li Xianming Li Jing Li 0049 Haoran Xie 0001 Fu Lee Wang Qing Li 0001 LS-BiLLMs: Label supervised bi-directional large language models for token- and sequence-level information extraction. 104568 2026 63 Inf. Process. Manag. 4 https://doi.org/10.1016/j.ipm.2025.104568 db/journals/ipm/ipm63.html#LiLLXWL26 streams/journals/ipm

Xianming Li Aamir Shakir Rui Huang Julius Lipp Benjamin Clavié Jing Li ProRank: Prompt Warmup via Reinforcement Learning for Small Language Models Reranking. 1026-1037 2026 ACL (Findings) https://aclanthology.org/2026.findings-acl.51/ conf/acl/2026f db/conf/acl/acl2026f.html#LiSHLCL26 Benjamin Clavié Xianming Li Antoine Chaffin Omar Khattab Tom Aarsen Manuel Faysse Jing Li LIR: The First Workshop on Late Interaction and Multi Vector Retrieval @ ECIR 2026. ECIR (3) 2026 158-168 conf/ecir/2026-3 https://doi.org/10.1007/978-3-032-21324-2_11 db/conf/ecir/ecir2026-3.html#ClavieLCKAFL26 streams/conf/ecir

Xianming Li Zongxi Li Tsz-Fung Andrew Lee Jing Li 0049 Haoran Xie 0001 Qing Li 0001 ShadowPEFT: Shadow Network for Parameter-Efficient Fine-Tuning. 2026 April abs/2604.19254 CoRR https://doi.org/10.48550/arXiv.2604.19254 db/journals/corr/corr2604.html#abs-2604-19254 streams/journals/corr

Jiada Wei Sijia Wang Weiyu Wang Xianming Li Xiaojun Wang Research on Cross-Device Bearing Fault Diagnosis Transfer Method Based on NICE-GAN. 84259-84270 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3567829 db/journals/access/access13.html#WeiWWLW25 streams/journals/access

Zuchen Gao Zizheng Zhan Xianming Li Erxin Yu Haotian Zhang Chenbin Chenbin Yuqun Zhang Jing Li 0049 OASIS: Order-Augmented Strategy for Improved Code Search. 18451-18467 2025 ACL (1) https://doi.org/10.18653/v1/2025.acl-long.904 https://aclanthology.org/2025.acl-long.904/ conf/acl/2025-1 db/conf/acl/acl2025-1.html#GaoZLYZCZ025 Xianming Li Zongxi Li Jing Li 0049 Haoran Xie 0001 Qing Li 0001 ESE: Espresso Sentence Embeddings. 2025 ICLR https://openreview.net/forum?id=plgLA2YBLH conf/iclr/2025 db/conf/iclr/iclr2025.html#LiLL0L25

Zuchen Gao Zizheng Zhan Xianming Li Erxin Yu Haotian Zhang Bin Chen Yuqun Zhang Jing Li 0049 OASIS: Order-Augmented Strategy for Improved Code Search. 2025 March abs/2503.08161 CoRR https://doi.org/10.48550/arXiv.2503.08161 db/journals/corr/corr2503.html#abs-2503-08161 streams/journals/corr

Xianming Li Aamir Shakir Rui Huang Julius Lipp Jing Li 0049 ProRank: Prompt Warmup via Reinforcement Learning for Small Language Models Reranking. 2025 June abs/2506.03487 CoRR https://doi.org/10.48550/arXiv.2506.03487 db/journals/corr/corr2506.html#abs-2506-03487 streams/journals/corr

Benjamin Clavié Xianming Li Antoine Chaffin Omar Khattab Tom Aarsen Manuel Faysse Jing Li LIR: The First Workshop on Late Interaction and Multi Vector Retrieval @ ECIR 2026. 2025 November abs/2511.00444 CoRR https://doi.org/10.48550/arXiv.2511.00444 db/journals/corr/corr2511.html#abs-2511-00444 streams/journals/corr

Zhiming Ma Shiyu Gan Junhao Zhao Xianming Li Qingyun Pan Peidong Wang Mingjun Pan Yuhao Mo Jiajie Cheng Chengxin Chen Zhonglun Cao Chonghan Liu Shi Cheng HI-TransPA: Hearing Impairments Translation Personal Assistant. 2025 November abs/2511.09915 CoRR https://doi.org/10.48550/arXiv.2511.09915 db/journals/corr/corr2511.html#abs-2511-09915 streams/journals/corr

Xianming Li Jing Li 0049 AoE: Angle-optimized Embeddings for Semantic Textual Similarity. 1825-1839 2024 ACL (1) https://doi.org/10.18653/v1/2024.acl-long.101 https://aclanthology.org/2024.acl-long.101 https://www.wikidata.org/entity/Q131457716 conf/acl/2024-1 db/conf/acl/acl2024-1.html#LiL24 Xianming Li Jing Li Generative Deduplication For Socia Media Data Selection. 5765-5776 2024 EMNLP (Findings) https://doi.org/10.18653/v1/2024.findings-emnlp.330 https://aclanthology.org/2024.findings-emnlp.330 conf/emnlp/2024f db/conf/emnlp/emnlp2024f.html#LiL24 Xianming Li Jing Li BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings. 792-804 2024 NAACL-HLT https://doi.org/10.18653/v1/2024.naacl-long.45 conf/naacl/2024 db/conf/naacl/naacl2024.html#LiL24

Xianming Li Jing Li 0049 Generative Deduplication For Socia Media Data Selection. 2024 abs/2401.05883 CoRR https://doi.org/10.48550/arXiv.2401.05883 db/journals/corr/corr2401.html#abs-2401-05883

Xianming Li Zongxi Li Jing Li 0049 Haoran Xie 0001 Qing Li 0001 2D Matryoshka Sentence Embeddings. 2024 abs/2402.14776 CoRR https://doi.org/10.48550/arXiv.2402.14776 db/journals/corr/corr2402.html#abs-2402-14776

Xianming Li Julius Lipp Aamir Shakir Rui Huang Jing Li 0049 BMX: Entropy-weighted Similarity and Semantic-enhanced Lexical Search. 2024 abs/2408.06643 CoRR https://doi.org/10.48550/arXiv.2408.06643 db/journals/corr/corr2408.html#abs-2408-06643 streams/journals/corr

Zongxi Li Xianming Li Haoran Xie 0001 Fu Lee Wang Mingming Leng Qing Li 0001 Xiaohui Tao 0001 A novel dropout mechanism with label extension schema toward text emotion classification. 103173 2023 60 Inf. Process. Manag. 2 https://doi.org/10.1016/j.ipm.2022.103173 db/journals/ipm/ipm60.html#LiL0WL0T23

Xianming Li Zongxi Li Xiaotian Luo 0001 Haoran Xie 0001 Xing Lee Yingbin Zhao Fu Lee Wang Qing Li 0001 Recurrent Attention Networks for Long-text Modeling. 3006-3019 2023 ACL (Findings) https://doi.org/10.18653/v1/2023.findings-acl.188 https://aclanthology.org/2023.findings-acl.188 conf/acl/2023f db/conf/acl/acl2023f.html#LiLL0LZW023

Xianming Li Zongxi Li Xiaotian Luo 0001 Haoran Xie 0001 Xing Lee Yingbin Zhao Fu Lee Wang Qing Li 0001 Recurrent Attention Networks for Long-text Modeling. 2023 abs/2306.06843 CoRR https://doi.org/10.48550/arXiv.2306.06843 db/journals/corr/corr2306.html#abs-2306-06843

Xianming Li Jing Li 0049 AnglE-optimized Text Embeddings. 2023 abs/2309.12871 CoRR https://doi.org/10.48550/arXiv.2309.12871 db/journals/corr/corr2309.html#abs-2309-12871

Zongxi Li Xianming Li Yuzhang Liu Haoran Xie 0001 Jing Li 0049 Fu Lee Wang Qing Li 0001 Xiaoqin Zhong Label Supervised LLaMA Finetuning. 2023 abs/2310.01208 CoRR https://doi.org/10.48550/arXiv.2310.01208 db/journals/corr/corr2310.html#abs-2310-01208

Xianming Li Jing Li 0049 DeeLM: Dependency-enhanced Large Language Model for Sentence Embeddings. 2023 abs/2311.05296 CoRR https://doi.org/10.48550/arXiv.2311.05296 db/journals/corr/corr2311.html#abs-2311-05296

Jie Zhao Zhenxue Chen Q. M. Jonathan Wu Xianming Li Lei Cai Kai Zhu Improved edge-guided network for single image super-resolution. 343-365 2022 81 Multim. Tools Appl. 1 https://doi.org/10.1007/s11042-021-11429-3 db/journals/mta/mta81.html#ZhaoCWLCZ22

Yongpeng Pan Zhenxue Chen Xianming Li Weikai He Single-Image Dehazing via Dark Channel Prior and Adaptive Threshold. 2150053:1-2150053:21 2021 21 Int. J. Image Graph. 4 https://doi.org/10.1142/S0219467821500534 db/journals/ijig/ijig21.html#PanCLH21

Xianming Li Qianqian Yang 0005 Rong Song Performance-Based Hybrid Control of a Cable-Driven Upper-Limb Rehabilitation Robot. 1351-1359 2021 68 IEEE Trans. Biomed. Eng. 4 https://doi.org/10.1109/TBME.2020.3027823 https://www.wikidata.org/entity/Q100391537 db/journals/tbe/tbe68.html#LiYS21

Xianming Li Zongxi Li Haoran Xie 0001 Qing Li 0001 Merging Statistical Feature via Adaptive Gate for Improved Text Classification. 13288-13296 2021 AAAI https://doi.org/10.1609/aaai.v35i15.17569 conf/aaai/2021 db/conf/aaai/aaai2021.html#LiL0021 Jingjing Liao Xinjian Ou Wu Zhao Xianming Li Qiwang Yu Research on Intelligent Operation Support Technology for 5G Nuclear-Powered Ships. 500-504 2021 AIAM (IEEE) https://doi.org/10.1109/AIAM54119.2021.00105 conf/aiam/2021 db/conf/aiam/aiam2021.html#LiaoOZLY21 Xianming Li Xiaotian Luo 0001 Chenghao Dong Daichuan Yang Beidi Luan Zhen He TDEER: An Efficient Translating Decoding Schema for Joint Extraction of Entities and Relations. 8055-8064 2021 EMNLP (1) https://doi.org/10.18653/v1/2021.emnlp-main.635 https://aclanthology.org/2021.emnlp-main.635 conf/emnlp/2021-1 db/conf/emnlp/emnlp2021-1.html#LiLDYLH21 Zongxi Li Xianming Li Haoran Xie 0001 Qing Li 0001 Xiaohui Tao 0001 A Label Extension Schema for Improved Text Emotion Classification. 32-39 2021 WI/IAT https://doi.org/10.1145/3486622.3493935 conf/webi/2021c db/conf/webi/webi2021c.html#LiL0LT21

Xianming Li Guangzhong Sun A Solution to Privacy Preservation in Publishing Human Trajectories. 3328-3349 2020 14 KSII Trans. Internet Inf. Syst. 8 https://doi.org/10.3837/tiis.2020.08.010 db/journals/itiis/itiis14.html#LiS20

Xianming Li Zongxi Li Yingbin Zhao Haoran Xie 0001 Qing Li 0001 Incorporating Effective Global Information via Adaptive Gate Attention for Text Classification. 2020 abs/2002.09673 CoRR https://arxiv.org/abs/2002.09673 db/journals/corr/corr2002.html#abs-2002-09673

Gang Xu Xianming Li Shihai Wu Dong Yang Mao Sheng Yan Biostatistical Relationship Between Apelin Expression and Radiosensitization in Nasopharyngeal Carcinoma Cells Based on Flow Cytometry and Cell Imaging. 1575-1582 2019 9 J. Medical Imaging Health Informatics 8 https://doi.org/10.1166/jmihi.2019.2765 https://www.wikidata.org/entity/Q127374286 db/journals/jmihi/jmihi9.html#XuLWYY19

Xuetao Zhang 0003 Zhenxue Chen Q. M. Jonathan Wu Lei Cai Dan Lu 0006 Xianming Li Fast Semantic Segmentation for Scene Perception. 1183-1192 2019 15 IEEE Trans. Ind. Informatics 2 https://doi.org/10.1109/TII.2018.2849348 https://www.wikidata.org/entity/Q129653394 db/journals/tii/tii15.html#ZhangCWCLL19

Xianming Li Qianqian Yang 0005 Rong Song Velocity Control of an Upper-Limb Cable-Driven Rehabilitation Robot. 559-563 2018 CBS https://doi.org/10.1109/CBS.2018.8612160 conf/cbs/2018 db/conf/cbs/cbs2018.html#LiYS18 Xuetao Zhang 0003 Zhenxue Chen Dan Lu 0006 Xianming Li Real-time Semantic Segmentation for Road Scene. 19-23 2018 ICARM https://doi.org/10.1109/ICARM.2018.8610868 conf/icarm/2018 db/conf/icarm/icarm2018.html#ZhangCLL18 Xianming Li Defu Lian Xing Xie 0001 Guangzhong Sun Lifting the Predictability of Human Mobility on Activity Trajectories. 1063-1069 2015 ICDM Workshops https://doi.org/10.1109/ICDMW.2015.164 https://doi.ieeecomputersociety.org/10.1109/ICDMW.2015.164 conf/icdm/2015w db/conf/icdm/icdm2015w.html#LiLXS15 Xianming Li Shen Wei Guangzhong Sun A Scheme for Activity Trajectory Dataset Publishing with Privacy Preserved. 247-254 2015 UIC/ATC/ScalCom https://doi.org/10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.57 https://doi.ieeecomputersociety.org/10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.57 conf/uic/2015 db/conf/uic/uic2015.html#LiWS15 Tom Aarsen Lei Cai Zhonglun Cao Antoine Chaffin Bin Chen Chengxin Chen Zhenxue Chen Chenbin Chenbin Jiajie Cheng Shi Cheng Benjamin Clavié Chenghao Dong Manuel Faysse Shiyu Gan Zuchen Gao Weikai He Zhen He Rui Huang Omar Khattab Tsz-Fung Andrew Lee Xing Lee Mingming Leng Jing Li Jing Li 0049 Qing Li 0001 Zongxi Li Defu Lian Jingjing Liao Julius Lipp Chonghan Liu Yuzhang Liu Dan Lu 0006 Beidi Luan Xiaotian Luo 0001 Zhiming Ma Yuhao Mo Xinjian Ou Mingjun Pan Qingyun Pan Yongpeng Pan Aamir Shakir Rong Song Guangzhong Sun Xiaohui Tao 0001 Fu Lee Wang Peidong Wang Sijia Wang Weiyu Wang Xiaojun Wang Jiada Wei Shen Wei Q. M. Jonathan Wu Shihai Wu Haoran Xie 0001 Xing Xie 0001 Gang Xu Mao Sheng Yan Daichuan Yang Dong Yang Qianqian Yang 0005 Erxin Yu Qiwang Yu Zizheng Zhan Haotian Zhang Xuetao Zhang 0003 Yuqun Zhang Jie Zhao Junhao Zhao Wu Zhao Yingbin Zhao Xiaoqin Zhong Kai Zhu