Intrinsic Mutual Information as a Modulator for Preference Optimization.

Lingbo Li Lingbo Li 0001 University College London, UK http://bingoko.github.io/ https://scholar.google.com/citations?user=doy-iJ8AAAAJ Lingbo Li 0002 Duke University, Department of Electrical and Computer Engineering, Durham, USA Peng Liao Peijia Zheng Lingbo Li Shangsong Liang Lin Chen Intrinsic Mutual Information as a Modulator for Preference Optimization. 3790-3808 2026 ACL (Findings) https://aclanthology.org/2026.findings-acl.185/ conf/acl/2026f db/conf/acl/acl2026f.html#LiaoZLLC26

Peng Liao Peijia Zheng Lingbo Li Shangsong Liang Lin Chen Intrinsic Mutual Information as a Modulator for Preference Optimization. 2026 April abs/2604.24804 CoRR https://doi.org/10.48550/arXiv.2604.24804 db/journals/corr/corr2604.html#abs-2604-24804 streams/journals/corr

Zijun Gao Haibao Liu Lingbo Li Data Augmentation for Time-Series Classification: An Extensive Empirical Study and Comprehensive Survey. 2025 83 J. Artif. Intell. Res. https://doi.org/10.1613/jair.1.17084 db/journals/jair/jair83.html#GaoLL25 streams/journals/jair

Maode Yan Changyang Deng Lei Zuo 0003 Lingbo Li Self-triggered distributed economic MPC for asynchronous vehicle platoon with communication delays and external disturbances. 107803 2025 362 J. Frankl. Inst. 12 https://doi.org/10.1016/j.jfranklin.2025.107803 db/journals/jfi/jfi362.html#YanDZL25 streams/journals/jfi

Ziting Xian Jiawei Gu Lingbo Li Shangsong Liang MolRAG: Unlocking the Power of Large Language Models for Molecular Property Prediction. 15513-15531 2025 ACL (1) https://doi.org/10.18653/v1/2025.acl-long.755 https://aclanthology.org/2025.acl-long.755/ conf/acl/2025-1 db/conf/acl/acl2025-1.html#XianGLL25

Gongbo Zhang Yanting Li Renqian Luo Pipi Hu Zeru Zhao Lingbo Li Guoqing Liu Zun Wang 0006 Ran Bi Kaiyuan Gao Liya Guo Yu Xie Chang Liu 0030 Jia Zhang 0004 Tian Xie Robert Pinsler Claudio Zeni Ziheng Lu Yingce Xia Marwin H. S. Segler Maik Riechert Li Yuan 0007 Lei Chen Haiguang Liu Tao Qin 0001 UniGenX: Unified Generation of Sequence and Structure with Autoregressive Diffusion. 2025 March abs/2503.06687 CoRR https://doi.org/10.48550/arXiv.2503.06687 db/journals/corr/corr2503.html#abs-2503-06687 streams/journals/corr

Lingbo Li Anuradha Mathrani Teo Susnjak Transforming Evidence Synthesis: A Systematic Review of the Evolution of Automated Meta-Analysis in the Age of AI. 2025 April abs/2504.20113 CoRR https://doi.org/10.48550/arXiv.2504.20113 db/journals/corr/corr2504.html#abs-2504-20113 streams/journals/corr

Lingbo Li Anuradha Mathrani Teo Susnjak What Level of Automation is "Good Enough"? A Benchmark of Large Language Models for Meta-Analysis Data Extraction. 2025 July abs/2507.15152 CoRR https://doi.org/10.48550/arXiv.2507.15152 db/journals/corr/corr2507.html#abs-2507-15152 streams/journals/corr

Weibo Zhou Lingbo Li Shangsong Liang D-SCoRE: Document-Centric Segmentation and CoT Reasoning with Structured Export for QA-CoT Data Generation. 2025 August abs/2508.01309 CoRR https://doi.org/10.48550/arXiv.2508.01309 db/journals/corr/corr2508.html#abs-2508-01309 streams/journals/corr

Ruiyan Qi Congding Wen Weibo Zhou Jiwei Li Shangsong Liang Lingbo Li LETToT: Label-Free Evaluation of Large Language Models On Tourism Using Expert Tree-of-Thought. 2025 August abs/2508.11280 CoRR https://doi.org/10.48550/arXiv.2508.11280 db/journals/corr/corr2508.html#abs-2508-11280 streams/journals/corr

Lingbo Li Anuradha Mathrani Teo Susnjak Automated Risk-of-Bias Assessment of Randomized Controlled Trials: A First Look at a GEPA-trained Programmatic Prompting Framework. 2025 December abs/2512.01452 CoRR https://doi.org/10.48550/arXiv.2512.01452 db/journals/corr/corr2512.html#abs-2512-01452 streams/journals/corr

Lingbo Li Zhichun Li Fusen Guo Haoyu Yang Jingtian Wei Zhengyi Yang 0001 Prototype Comparison Convolutional Networks for One-Shot Segmentation. 54978-54990 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3387742 db/journals/access/access12.html#LiLGYWY24

Yanfang Ling Jiyong Li Lingbo Li Shangsong Liang Bayesian Domain Adaptation with Gaussian Mixture Domain-Indexing. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/9ebc79569f5e356b1ecfd1892d1b0a2e-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#LingLLL24

Wenjin Niu Zijun Gao Liyan Song Lingbo Li Comprehensive Review and Empirical Evaluation of Causal Discovery Algorithms for Numerical Data. 2024 abs/2407.13054 CoRR https://doi.org/10.48550/arXiv.2407.13054 db/journals/corr/corr2407.html#abs-2407-13054 streams/journals/corr

Zhiguo Li Lingbo Li Xi Xiao Jinpeng Chen Nawei Zhang Sai Li Low-Sample Image Classification Based on Intrinsic Consistency Loss and Uncertainty Weighting Method. 49059-49070 2023 11 IEEE Access https://doi.org/10.1109/ACCESS.2023.3276875 db/journals/access/access11.html#LiLXCZL23

Chaozhong Xue Yongqi Dong Jiaqi Liu Yijun Liao Lingbo Li Design of the Reverse Logistics System for Medical Waste Recycling Part I: System Architecture and Disposal Site Selection Algorithm. 1741-1746 2023 ITSC https://doi.org/10.1109/ITSC57777.2023.10422624 conf/itsc/2023 db/conf/itsc/itsc2023.html#XueDLLL23 Chaozhong Xue Yongqi Dong Jiaqi Liu Yijun Liao Lingbo Li Design of the Reverse Logistics System for Medical Waste Recycling Part II: Route Optimization with Case Study under COVID-19 Pandemic. 4011-4017 2023 ITSC https://doi.org/10.1109/ITSC57777.2023.10422236 conf/itsc/2023 db/conf/itsc/itsc2023.html#XueDLLL23a

Chaozhong Xue Yongqi Dong Jiaqi Liu Yijun Liao Lingbo Li Design of the Reverse Logistics System for Medical Waste Recycling Part I: System Architecture, Classification & Monitoring Scheme, and Site Selection Algorithm. 2023 abs/2302.04961 CoRR https://doi.org/10.48550/arXiv.2302.04961 db/journals/corr/corr2302.html#abs-2302-04961

Chaozhong Xue Yongqi Dong Jiaqi Liu Yijun Liao Lingbo Li Design of the Reverse Logistics System for Medical Waste Recycling Part II: Route Optimization with Case Study under COVID-19 Pandemic. 2023 abs/2305.18807 CoRR https://doi.org/10.48550/arXiv.2305.18807 db/journals/corr/corr2305.html#abs-2305-18807

Zijun Gao Lingbo Li Tianhua Xu Data Augmentation for Time-Series Classification: An Extensive Empirical Study and Comprehensive Survey. 2023 abs/2310.10060 CoRR https://doi.org/10.48550/arXiv.2310.10060 db/journals/corr/corr2310.html#abs-2310-10060

Lingbo Li Tianle Li Xinyi He Mengyu Zhou Shi Han Dongmei Zhang 0001 ASTA: Learning Analytical Semantics over Tables for Intelligent Data Analysis and Visualization. 2022 abs/2208.01043 CoRR https://doi.org/10.48550/arXiv.2208.01043 db/journals/corr/corr2208.html#abs-2208-01043

Lingbo Li Ying Fan 0001 An Zeng Zengru Di Understanding the Anticontagion Process and Reopening of China during COVID-19 via Coevolution Network of Epidemic and Awareness. 6623427:1-6623427:11 2021 2021 Complex. https://doi.org/10.1155/2021/6623427 db/journals/complexity/complexity2021.html#LiFZD21

Ziyin Gu Li Chen Qingmeng Zhu Lingbo Li Zelin Zhang Xin Zhou Keyword-fusion Pointer-Generator Network for Policy Text Title Summarization. 78-81 2021 ICISCAE (IEEE) https://doi.org/10.1109/ICISCAE52414.2021.9590673 conf/iciscae/2021i db/conf/iciscae/iciscae2021i.html#GuCZLZZ21

Lingbo Li Ying Fan 0001 An Zeng Zengru Di Prediction Model Based on Integrated Political Economy System: The Case of US Presidential Election. 2020 abs/2004.13949 CoRR https://arxiv.org/abs/2004.13949 db/journals/corr/corr2004.html#abs-2004-13949

Xiaosheng Wang Lingbo Li Juan M. Lujano-Rojas Jesús Sergio Artal-Sevil José M. Yusta José Antonio Domínguez-Navarro Economic Dispatch of Microgrid based on Multi-Agent System. 1-6 2019 EVER https://doi.org/10.1109/EVER.2019.8813542 conf/ever/2019 db/conf/ever/ever2019.html#WangLLAYD19 Lingbo Li Exact Analysis for Next Release Problem. 438-443 2016 RE https://doi.org/10.1109/RE.2016.7 https://doi.ieeecomputersociety.org/10.1109/RE.2016.7 conf/re/2016 db/conf/re/re2016.html#Li16 Jesús Sergio Artal-Sevil Ran Bi Jinpeng Chen Lei Chen Li Chen Lin Chen Changyang Deng Zengru Di José Antonio Domínguez-Navarro Yongqi Dong Ying Fan 0001 Kaiyuan Gao Zijun Gao Jiawei Gu Ziyin Gu Fusen Guo Liya Guo Shi Han Xinyi He Pipi Hu Jiwei Li Jiyong Li Sai Li Tianle Li Yanting Li Zhichun Li Zhiguo Li Shangsong Liang Peng Liao Yijun Liao Yanfang Ling Chang Liu 0030 Guoqing Liu Haibao Liu Haiguang Liu Jiaqi Liu Ziheng Lu Juan M. Lujano-Rojas Renqian Luo Anuradha Mathrani Wenjin Niu Robert Pinsler Ruiyan Qi Tao Qin 0001 Maik Riechert Marwin H. S. Segler Liyan Song Teo Susnjak Xiaosheng Wang Zun Wang 0006 Jingtian Wei Congding Wen Yingce Xia Ziting Xian Xi Xiao Tian Xie Yu Xie Tianhua Xu Chaozhong Xue Maode Yan Haoyu Yang Zhengyi Yang 0001 Li Yuan 0007 José M. Yusta An Zeng Claudio Zeni Dongmei Zhang 0001 Gongbo Zhang Jia Zhang 0004 Nawei Zhang Zelin Zhang Zeru Zhao Peijia Zheng Mengyu Zhou Weibo Zhou Xin Zhou Qingmeng Zhu Lei Zuo 0003