Shared-private vision-to-text connector for grounded multimodal named entity recognition with synergistic global-local alignment.

Ming Liu 0004 Harbin Institute of Technology, School of Computer Science and Technology, China https://orcid.org/0000-0001-7915-1001 Ming Liu Ming Liu 0001 劉明 Hong Kong University of Science and Technology Guangzhou (HKUST-GZ), Guangzhou, China Hong Kong University of Science and Technology, Department of Electronic and Computer Engineering, Robotics and Multi-perception Lab, Hong Kong City University of Hong Kong, Robotics and Multi-perception Lab (RAM-LAB), Hong Kong ETH Zurich, Autonomous Systems Laboratory, Switzerland Tongji University, CEIE, China http://www.ece.ust.hk/ece.php/profile/facultydetail/eelium https://scholar.google.com/citations?user=CdV5LfQAAAAJ https://orcid.org/0000-0002-4500-238X https://www.wikidata.org/entity/Q85214209 https://www.scopus.com/authid/detail.uri?authorId=55512872300 Ming Liu 0002 University of Electronic Science and Technology of China, School of Computer Science and Engineering, Chengdu, China Nanjing University, State Key Laboratory for Novel Software Technology, China Ming Liu 0003 https://scholar.google.com/citations?user=kpZq6QwAAAAJ https://orcid.org/0000-0002-1114-1728 https://www.researchgate.net/profile/Ming_Liu47/publications https://www.wikidata.org/entity/Q130847701 Ming Liu 0003 University of Electronic Science and Technology of China, School of Computer Science and Engineering, Chengdu, China Ming Liu 0002 https://orcid.org/0000-0003-1349-7143 https://www.wikidata.org/entity/Q88153559 Ming Liu 0005 North Carolina State University, Neuromuscular Rehabilitation Engineering Laboratory, Raleigh, NC, USA Assist Equipment Development Inc, Cary, NC, USA University of Rhode Island, Department of Electrical, Computer, and Biomedical Engineering, Kingston, RI, USA https://orcid.org/0000-0003-0998-4221 https://orcid.org/0000-0001-6307-6713 https://www.wikidata.org/entity/Q96211950 Ming Liu 0006 University of Florida, Gainesville, FL, USA Ming Liu 0007 University of Technology, Connected Intelligence Centre, Sydney, Australia Southwest University, Education Research Institute, Chongqing, China University of Sydney, School of Electrical and Information Engineering, Australia https://sites.google.com/site/ming9902/ https://orcid.org/0000-0003-4256-6531 Ming Liu 0008 Tongji University, School of Economics and Management, Shanghai, China https://scholar.google.com/citations?user=OyRYZmAAAAAJ https://zbmath.org/authors/?q=ai:liu.ming https://orcid.org/0000-0003-3190-5008 https://orcid.org/0000-0002-4693-0073 https://www.wikidata.org/entity/Q58151152 https://www.wikidata.org/entity/Q58151140 https://www.researcherid.com/rid/E-3742-2013 https://www.scopus.com/authid/detail.uri?authorId=55531906300 https://d-nb.info/gnd/1023137178 Ming Liu 0009 University of Illinois at Urbana-Champaign, Beckman Institute for Advanced Science and Technology, IL, USA Microsoft Corporation, Video Search Group University of Illinois at Urbana-Champaign, IL, USA Ming Liu 0010 Beijing Jiaotong University, Beijing Key Lab of Transportation Data Analysis and Mining, China INSA de Rennes, IETR, France https://faculty.bjtu.edu.cn/8799/ https://orcid.org/0000-0003-2956-0629 Ming Liu 0011 Royal Institute of Technology, Stockholm, Sweden University of Giessen, Germany Ming Liu 0012 Shaanxi Normal University, School of Computer Science, Xi'an, China Ministry of Education, Key Laboratory of Modern Teaching Technology, Xi'an, China Xidian University, Xi'an, China https://orcid.org/0000-0002-6724-8647 https://www.wikidata.org/entity/Q92519075 Ming Liu 0013 Princeton University, Department of Electrical Engineering, NJ, USA University of Michigan - Shanghai Jiao Tong University Joint Institute, Shanghai, China https://sites.google.com/site/mingliuprinceton https://orcid.org/0000-0002-5853-9194 Ming Liu 0014 Harbin Institute of Technology, School of Astronautics, China City University of Hong Kong, Department of Mathematics, Hong Kong https://orcid.org/0000-0002-1846-6445 Ming Liu 0015 Chinese Academy of Sciences, Institute of Semiconductors, State Key Laboratory on Integrated Optoelectronics, Beijing, China Tsinghua University, Institute of Microelectronics, Beijing, China Tsinghua University, Department of Electronic Engineering, Beijing, China Ming Liu 0017 University of Electronic Science and Technology of China, School of Information and Communication Engineering, Chengdu, China Zhengzhou University, China https://orcid.org/0000-0001-8540-6955 Ming Liu 0018 刘铭 Harbin Institute of Technolog, School of Computer Science and Technology, China https://orcid.org/0000-0001-9136-8481 Ming Liu 0019 Hohai University, College of Computer and Information, Laboratory of Array and Information Processing, Nanjing, China https://orcid.org/0000-0003-4780-5116 Ming Liu 0020 Beihang University, School of Biological Science and Medical Engineering, MOE Key Laboratory for Biomechanics and Mechanobiology, Beijing, China https://orcid.org/0000-0002-7301-3406 https://www.wikidata.org/entity/Q91908044 Ming Liu 0021 Shanghai Jiao Tong University, Department of Electronic Engineering, Shanghai, China University of Technology Sydney, Faculty of Engineering and Information Technology, Sydney, Australia https://orcid.org/0000-0002-3482-4871 Ming Liu 0022 Chinese Academy Sciences, Institute of Microelectronics, Beijing, China http://english.ime.cas.cn/pe/cm/201601/t20160108_158583.html https://scholar.google.com/citations?user=XgU2Ph0AAAAJ https://orcid.org/0000-0002-0937-7547 https://www.wikidata.org/entity/Q100666359 Ming Liu 0023 Hong Kong Polytechnic University, Department of Electrical Engineering, Hong Kong https://orcid.org/0000-0001-6633-6285 Ming Liu 0024 Changchun University of Technology, Department of Applied Mathematics, Changchun, China https://orcid.org/0000-0001-9369-2584 Ming Liu 0025 Shandong University of Science and Technology, Department of Electrical Engineering and Information Technology, Jinan, China https://orcid.org/0000-0002-0666-3564 Ming Liu 0026 Xi'an Jiaotong University, State Key Laboratory for Strength and Vibration of Mechanical Structures, Xi'an, China https://orcid.org/0000-0002-3050-3173 Ming Liu 0027 University of Wisconsin at Madison, WI, USA University of Washington at Seattle, WA, USA https://mgliu.sites.cs.wisc.edu/index.html https://scholar.google.com/citations?user=_JNse44AAAAJ https://orcid.org/0000-0002-6509-9449 https://www.wikidata.org/entity/Q130951700 Ming Liu 0028 Monash University, NCHA, Melbourne, Australia Deakin University, School of Information Technology, Melbourne, Australia Monash University, Faculty of Information Technology, Melbourne, Australia https://grayming.github.io/Ming-Liu/ https://scholar.google.com/citations?user=QzTINAIAAAAJ https://www.linkedin.com/in/ming-liu-510a41129 https://orcid.org/0000-0002-2160-6111 Ming Liu 0029 Beijing Institute of Technology, Yangtze Delta Region Academy, School of Opto-Electronics, School of Optics and Photonics, China https://orcid.org/0000-0001-8504-1335 Ming Liu 0030 Soochow University, Suzhou, China Ming Liu 0031 Xidian University, Joint International Research Laboratory of Intelligent Perception and Computation, Xi'an, China https://orcid.org/0009-0001-9684-0009 https://ieeexplore.ieee.org/author/37089411421

Zihao Zheng Lei Chen 0072 Chen Zhao Dandan Tu Ming Liu 0004 Bing Qin 0001 Shared-private vision-to-text connector for grounded multimodal named entity recognition with synergistic global-local alignment. 2026 June 266 17 Int. J. Mach. Learn. Cybern. 6 https://doi.org/10.1007/s13042-026-03062-z db/journals/mlc/mlc17.html#ZhengCZTLQ26 streams/journals/mlc

Jiafeng Liang Shixin Jiang Wei Tang 0015 Ning Wang 0020 Zekun Wang 0001 Xun Mao Kai Lv Ming Liu 0004 Bing Qin 0001 APSam: An Aggregating-Then-Pruning Sampler for Question-Conditional Denoising. 2026 February 1754-1765 36 IEEE Trans. Circuits Syst. Video Technol. 2 https://doi.org/10.1109/TCSVT.2025.3609803 db/journals/tcsv/tcsv36.html#LiangJTWWMLLQ26 streams/journals/tcsv

Tao He 0014 Zerui Chen Lizi Liao Yixin Cao 0002 Yuanxing Liu 0001 Wei Tang 0015 Xun Mao Kai Lv Ming Liu 0004 Bing Qin 0001 Subgraph-Centric Multi-Agent Reinforcement Learning for Multi-Hop Knowledge Graph Reasoning. 1319-1333 2026 February 38 IEEE Trans. Knowl. Data Eng. 2 https://doi.org/10.1109/TKDE.2025.3631495 db/journals/tkde/tkde38.html#HeCLCLTMLLQ26 streams/journals/tkde

Yexing Du Kaiyuan Liu Youcheng Pan Zheng Chu Bo Yang 0006 Xiaocheng Feng Ming Liu 0004 Yang Xiang CCFQA: A Benchmark for Cross-Lingual and Cross-Modal Speech and Text Factuality Evaluation. 30575-30583 2026 AAAI https://doi.org/10.1609/aaai.v40i36.40312 conf/aaai/2026 db/conf/aaai/aaai2026.html#DuLPCYFLX26 Hao Li Tao He 0014 Jiafeng Liang Zheng Chu Ming Liu 0004 From Sampling to Cognition: Modeling Internal Cognitive Confidence in Language Models for Robust Uncertainty Calibration. 31582-31590 2026 AAAI https://doi.org/10.1609/aaai.v40i37.40424 conf/aaai/2026 db/conf/aaai/aaai2026.html#LiHLCL26 Zerui Chen Heng Chang Tianying Liu Chuantian Zhou Yi Cao 0003 Jiandong Ding Ming Liu 0004 Bing Qin 0001 Beyond the Flat Sequence: Hierarchical and Preference-Aware Generative Recommendations. 7999-8007 2026 WWW https://doi.org/10.1145/3774904.3792790 conf/www/2026 db/conf/www/www2026.html#ChenCLZCDLQ26

Zhihao Zhu Jiafeng Liang Shixin Jiang Jinlan Fu Ming Liu 0004 Guanglu Sun See-Kiong Ng Bing Qin 0001 Analyzing Reasoning Consistency in Large Multimodal Models under Cross-Modal Conflicts. 2026 January abs/2601.04073 CoRR https://doi.org/10.48550/arXiv.2601.04073 db/journals/corr/corr2601.html#abs-2601-04073 streams/journals/corr

Yexing Du Kaiyuan Liu Bihe Zhang Youcheng Pan Bo Yang 0006 Liangyu Huo Xiyuan Zhang Jian Xie Daojing He Yang Xiang Ming Liu 0004 Bing Qin 0001 MCGA: A Multi-task Classical Chinese Literary Genre Audio Corpus. 2026 January abs/2601.09270 CoRR https://doi.org/10.48550/arXiv.2601.09270 db/journals/corr/corr2601.html#abs-2601-09270 streams/journals/corr

Yexing Du Youcheng Pan Zekun Wang 0001 Zheng Chu Yichong Huang Kaiyuan Liu Bo Yang 0006 Yang Xiang Ming Liu 0004 Bing Qin 0001 Scalable Multilingual Multimodal Machine Translation with Speech-Text Fusion. 2026 February abs/2602.21646 CoRR https://doi.org/10.48550/arXiv.2602.21646 db/journals/corr/corr2602.html#abs-2602-21646 streams/journals/corr

Zerui Chen Heng Chang Tianying Liu Chuantian Zhou Yi Cao 0003 Jiandong Ding Ming Liu 0004 Bing Qin 0001 Beyond the Flat Sequence: Hierarchical and Preference-Aware Generative Recommendations. 2026 March abs/2603.00980 CoRR https://doi.org/10.48550/arXiv.2603.00980 db/journals/corr/corr2603.html#abs-2603-00980 streams/journals/corr

Xinyan Ma Xianhao Ou Weihao Zhang Shixin Jiang Runxuan Liu Dandan Tu Lei Chen 0072 Ming Liu 0004 Bing Qin 0001 Schema-Aware Planning and Hybrid Knowledge Toolset for Reliable Knowledge Graph Triple Verification. 2026 April abs/2604.04190 CoRR https://doi.org/10.48550/arXiv.2604.04190 db/journals/corr/corr2604.html#abs-2604-04190 streams/journals/corr

Jiafeng Liang Zhihao Zhu Zihan Zhang Baoqi Ren Shixin Jiang Runxuan Liu Tao Ren Ming Liu 0004 See-Kiong Ng Bing Qin 0001 Perception Without Engagement: Dissecting the Causal Discovery Deficit in LMMs. 2026 May abs/2605.09422 CoRR https://doi.org/10.48550/arXiv.2605.09422 db/journals/corr/corr2605.html#abs-2605-09422 streams/journals/corr

Zike Yuan Yukun Cao Han Zhang 0025 Jianzhi Yan Le Liu Cai Ke Yue Yu 0001 Hui Wang 0030 Ming Liu 0004 Bing Qin 0001 EGL-SCA: Structural Credit Assignment for Co-Evolving Instructions and Tools in Graph Reasoning Agents. 2026 May abs/2605.10366 CoRR https://doi.org/10.48550/arXiv.2605.10366 db/journals/corr/corr2605.html#abs-2605-10366 streams/journals/corr

Tao He 0014 Ming Liu 0004 Yixin Cao 0002 Zekun Wang 0001 Zihao Zheng Bing Qin 0001 Exploring & exploiting high-order graph structure for sparse knowledge graph completion. 192306 2025 February 19 Frontiers Comput. Sci. 2 https://doi.org/10.1007/s11704-023-3521-y db/journals/fcsc/fcsc19.html#HeLCWZQ25 streams/journals/fcsc

Tao He 0014 Lizi Liao Yixin Cao 0002 Yuanxing Liu 0001 Yiheng Sun Zerui Chen Ming Liu 0004 Bing Qin 0001 Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues. 24032-24040 2025 AAAI https://doi.org/10.1609/aaai.v39i22.34577 conf/aaai/2025 db/conf/aaai/aaai2025.html#HeL00SC0025 Zheng Chu Huiming Fan Jingchang Chen Qianyu Wang Mingda Yang Jiafeng Liang Zhongjie Wang 0003 Hao Li Guo Tang Ming Liu 0004 Bing Qin 0001 Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering. 2415-2438 2025 ACL (Findings) https://doi.org/10.18653/v1/2025.findings-acl.123 https://aclanthology.org/2025.findings-acl.123/ conf/acl/2025f db/conf/acl/acl2025f.html#ChuFCWYL0LT0025 Guo Tang Zheng Chu Wenxiang Zheng Junjia Xiang Yizhuo Li 0007 Weihao Zhang Ming Liu 0004 Bing Qin 0001 AnRe: Analogical Replay for Temporal Knowledge Graph Forecasting. 4632-4650 2025 ACL (1) https://doi.org/10.18653/v1/2025.acl-long.231 https://aclanthology.org/2025.acl-long.231/ conf/acl/2025-1 db/conf/acl/acl2025-1.html#TangCZX0Z0025 Tao He 0014 Hao Li Jingchang Chen Runxuan Liu Yixin Cao 0002 Lizi Liao Zihao Zheng Zheng Chu Jiafeng Liang Ming Liu 0004 Bing Qin 0001 Breaking the Reasoning Barrier A Survey on LLM Complex Reasoning through the Lens of Self-Evolution. 7377-7417 2025 ACL (Findings) https://doi.org/10.18653/v1/2025.findings-acl.386 https://aclanthology.org/2025.findings-acl.386/ conf/acl/2025f db/conf/acl/acl2025f.html#HeLCL0LZCLL025 Shixin Jiang Jiafeng Liang Jiyuan Wang Xuan Dong Heng Chang Weijiang Yu Jinhua Du Ming Liu 0004 Bing Qin 0001 From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities. 8617-8652 2025 ACL (Findings) https://doi.org/10.18653/v1/2025.findings-acl.453 https://aclanthology.org/2025.findings-acl.453/ conf/acl/2025f db/conf/acl/acl2025f.html#JiangLWDCYD0025 Yexing Du Youcheng Pan Ziyang Ma 0001 Bo Yang 0006 Yifan Yang 0005 Keqi Deng Xie Chen 0001 Yang Xiang Ming Liu 0004 Bing Qin 0001 Making LLMs Better Many-to-Many Speech-to-Text Translators with Curriculum Learning. 12466-12478 2025 ACL (1) https://doi.org/10.18653/v1/2025.acl-long.610 https://aclanthology.org/2025.acl-long.610/ conf/acl/2025-1 db/conf/acl/acl2025-1.html#DuP0YYD0XL025 Jiafeng Liang Shixin Jiang Xuan Dong Ning Wang 0020 Zheng Chu Hui Su Jinlan Fu Ming Liu 0004 See-Kiong Ng Bing Qin 0001 Investigating and Enhancing the Robustness of Large Multimodal Models Against Temporal Inconsistency. 14149-14162 2025 ACL (1) https://doi.org/10.18653/v1/2025.acl-long.692 https://aclanthology.org/2025.acl-long.692/ conf/acl/2025-1 db/conf/acl/acl2025-1.html#LiangJDWCSFLN025 Zekun Wang 0001 Minghua Ma Zexin Wang Rongchuan Mu Liping Shan Ming Liu 0004 Bing Qin 0001 EffiVLM-BENCH: A Comprehensive Benchmark for Evaluating Training-Free Acceleration in Large Vision-Language Models. 25546-25572 2025 ACL (1) https://doi.org/10.18653/v1/2025.acl-long.1242 https://aclanthology.org/2025.acl-long.1242/ conf/acl/2025-1 db/conf/acl/acl2025-1.html#0001MWMSL025 Zheng Chu Jingchang Chen Zhongjie Wang 0003 Guo Tang Qianglong Chen Ming Liu 0004 Bing Qin 0001 Towards Faithful Multi-step Reasoning through Fine-Grained Causal-aware Attribution Reasoning Distillation. 2291-2315 2025 COLING https://aclanthology.org/2025.coling-main.157/ conf/coling/2025 db/conf/coling/coling2025.html#ChuCWTCL025 Zike Yuan Ming Liu 0004 Hui Wang 0030 Bing Qin 0001 GraCoRe: Benchmarking Graph Comprehension and Complex Reasoning in Large Language Models. 7925-7948 2025 COLING https://aclanthology.org/2025.coling-main.531/ conf/coling/2025 db/conf/coling/coling2025.html#YuanLWQ25 Yuxin Wang 0002 Minghua Ma Zekun Wang 0001 Jingchang Chen Liping Shan Qing Yang 0033 Dongliang Xu Ming Liu 0004 Bing Qin 0001 CFSP: An Efficient Structured Pruning Framework for LLMs with Coarse-to-Fine Activation Information. 9311-9328 2025 COLING https://aclanthology.org/2025.coling-main.626/ conf/coling/2025 db/conf/coling/coling2025.html#0002MWCS0XL025 Zike Yuan Ming Liu 0004 Hui Wang 0030 Bing Qin 0001 MA-GTS: A Multi-Agent Framework for Solving Complex Graph Problems in Real-World Applications. 19286-19304 2025 EMNLP https://doi.org/10.18653/v1/2025.emnlp-main.973 conf/emnlp/2025 db/conf/emnlp/emnlp2025.html#YuanLWQ25 streams/conf/emnlp Zerui Chen Huiming Fan Qianyu Wang Tao He 0014 Ming Liu 0004 Heng Chang Weijiang Yu Ze Li Bing Qin 0001 How do Language Models Reshape Entity Alignment? A Survey of LM-Driven EA Methods: Advances, Benchmarks, and Future. 23219-23234 2025 EMNLP https://doi.org/10.18653/v1/2025.emnlp-main.1184 conf/emnlp/2025 db/conf/emnlp/emnlp2025.html#ChenFWHLCYLQ25 streams/conf/emnlp Zekun Wang 0001 Mingyang Yi Shuchen Xue Zhenguo Li Ming Liu 0004 Bing Qin 0001 Zhiming Ma Improved Diffusion-based Generative Model with Better Adversarial Robustness. 2025 ICLR https://openreview.net/forum?id=1DVgysiIt7 conf/iclr/2025 db/conf/iclr/iclr2025.html#WangYXL00M25 Tao He 0014 Lizi Liao Ming Liu 0004 Bing Qin 0001 Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning. 645-655 2025 SIGIR https://doi.org/10.1145/3726302.3730084 conf/sigir/2025 db/conf/sigir/sigir2025.html#HeL0025

Runxuan Liu Bei Luo Jiaqi Li 0004 Baoxin Wang Ming Liu 0004 Dayong Wu Shijin Wang 0001 Bing Qin 0001 Ontology-Guided Reverse Thinking Makes Large Language Models Stronger on Knowledge Graph Question Answering. 2025 February abs/2502.11491 CoRR https://doi.org/10.48550/arXiv.2502.11491 db/journals/corr/corr2502.html#abs-2502-11491 streams/journals/corr

Jiayin Lan Jiaqi Li 0004 Baoxin Wang Ming Liu 0004 Dayong Wu Shijin Wang 0001 Bing Qin 0001 NLP-AKG: Few-Shot Construction of NLP Academic Knowledge Graph Based on LLM. 2025 February abs/2502.14192 CoRR https://doi.org/10.48550/arXiv.2502.14192 db/journals/corr/corr2502.html#abs-2502-14192 streams/journals/corr

Zekun Wang 0001 Mingyang Yi Shuchen Xue Zhenguo Li Ming Liu 0004 Bing Qin 0001 Zhi-Ming Ma Improved Diffusion-based Generative Model with Better Adversarial Robustness. 2025 February abs/2502.17099 CoRR https://doi.org/10.48550/arXiv.2502.17099 db/journals/corr/corr2502.html#abs-2502-17099 streams/journals/corr

Zike Yuan Ming Liu 0004 Hui Wang 0030 Bing Qin 0001 MA-GTS: A Multi-Agent Framework for Solving Complex Graph Problems in Real-World Applications. 2025 February abs/2502.18540 CoRR https://doi.org/10.48550/arXiv.2502.18540 db/journals/corr/corr2502.html#abs-2502-18540 streams/journals/corr

Tao He 0014 Lizi Liao Ming Liu 0004 Bing Qin 0001 Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning. 2025 April abs/2504.13643 CoRR https://doi.org/10.48550/arXiv.2504.13643 db/journals/corr/corr2504.html#abs-2504-13643 streams/journals/corr

Jiafeng Liang Shixin Jiang Xuan Dong Ning Wang 0020 Zheng Chu Hui Su Jinlan Fu Ming Liu 0004 See-Kiong Ng Bing Qin 0001 Investigating and Enhancing the Robustness of Large Multimodal Models Against Temporal Inconsistency. 2025 May abs/2505.14405 CoRR https://doi.org/10.48550/arXiv.2505.14405 db/journals/corr/corr2505.html#abs-2505-14405 streams/journals/corr

Zheng Chu Huiming Fan Jingchang Chen Qianyu Wang Ming-Hsuan Yang 0001 Jiafeng Liang Zhongjie Wang 0003 Hao Li Guo Tang Ming Liu 0004 Bing Qin 0001 Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering. 2025 May abs/2505.19112 CoRR https://doi.org/10.48550/arXiv.2505.19112 db/journals/corr/corr2505.html#abs-2505-19112 streams/journals/corr

Zekun Wang 0001 Minghua Ma Zexin Wang Rongchuan Mu Liping Shan Ming Liu 0004 Bing Qin 0001 EffiVLM-BENCH: A Comprehensive Benchmark for Evaluating Training-Free Acceleration in Large Vision-Language Models. 2025 June abs/2506.00479 CoRR https://doi.org/10.48550/arXiv.2506.00479 db/journals/corr/corr2506.html#abs-2506-00479 streams/journals/corr

Tao He 0014 Rongchuan Mu Lizi Liao Yixin Cao 0002 Ming Liu 0004 Bing Qin 0001 Good Learners Think Their Thinking: Generative PRM Makes Large Reasoning Model More Efficient Math Learner. 2025 July abs/2507.23317 CoRR https://doi.org/10.48550/arXiv.2507.23317 db/journals/corr/corr2507.html#abs-2507-23317 streams/journals/corr

Yexing Du Kaiyuan Liu Youcheng Pan Zheng Chu Bo Yang 0006 Xiaocheng Feng Yang Xiang Ming Liu 0004 CCFQA: A Benchmark for Cross-Lingual and Cross-Modal Speech and Text Factuality Evaluation. 2025 August abs/2508.07295 CoRR https://doi.org/10.48550/arXiv.2508.07295 db/journals/corr/corr2508.html#abs-2508-07295 streams/journals/corr

Yexing Du Kaiyuan Liu Youcheng Pan Bo Yang 0006 Keqi Deng Xie Chen 0001 Yang Xiang Ming Liu 0004 Bing Qin 0001 YaoWei Wang MCAT: Scaling Many-to-Many Speech-to-Text Translation with MLLMs to 70 Languages. 2025 December abs/2512.01512 CoRR https://doi.org/10.48550/arXiv.2512.01512 db/journals/corr/corr2512.html#abs-2512-01512 streams/journals/corr

Jiafeng Liang Hao Li Chang Li Jiaqi Zhou Shixin Jiang Zekun Wang 0001 Changkai Ji Zhihao Zhu Runxuan Liu Tao Ren Jinlan Fu See-Kiong Ng Xia Liang Ming Liu 0004 Bing Qin 0001 AI Meets Brain: Memory Systems from Cognitive Neuroscience to Autonomous Agents. 2025 December abs/2512.23343 CoRR https://doi.org/10.48550/arXiv.2512.23343 db/journals/corr/corr2512.html#abs-2512-23343 streams/journals/corr

Tao He 0014 Ming Liu 0004 Yixin Cao 0002 Meng Qu Zihao Zheng Bing Qin 0001 VEM<sup>2</sup>L: an easy but effective framework for fusing text and structure knowledge on sparse knowledge graph completion. 343-371 2024 38 Data Min. Knowl. Discov. 2 https://doi.org/10.1007/s10618-023-01001-y db/journals/datamine/datamine38.html#He00QZ024

Zheng Chu Jingchang Chen Qianglong Chen Weijiang Yu Tao He 0014 Haotian Wang 0007 Weihua Peng Ming Liu 0004 Bing Qin 0001 Ting Liu 0001 Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future. 1173-1203 2024 ACL (1) https://doi.org/10.18653/v1/2024.acl-long.65 https://aclanthology.org/2024.acl-long.65 https://www.wikidata.org/entity/Q131457673 conf/acl/2024-1 db/conf/acl/acl2024-1.html#ChuCCYH0P00L24 Zheng Chu Jingchang Chen Qianglong Chen Weijiang Yu Haotian Wang 0007 Ming Liu 0004 Bing Qin 0001 TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models. 1204-1228 2024 ACL (1) https://doi.org/10.18653/v1/2024.acl-long.66 https://aclanthology.org/2024.acl-long.66 https://www.wikidata.org/entity/Q131457674 conf/acl/2024-1 db/conf/acl/acl2024-1.html#ChuCCY00024 Zheng Chu Jingchang Chen Qianglong Chen Haotian Wang 0007 Kun Zhu 0025 Xiyuan Du Weijiang Yu Ming Liu 0004 Bing Qin 0001 BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering. 1229-1248 2024 ACL (1) https://doi.org/10.18653/v1/2024.acl-long.67 https://aclanthology.org/2024.acl-long.67 https://www.wikidata.org/entity/Q131457675 conf/acl/2024-1 db/conf/acl/acl2024-1.html#ChuCCWZDYLQ24 Tao He 0014 Lizi Liao Yixin Cao 0002 Yuanxing Liu 0001 Ming Liu 0004 Zerui Chen Bing Qin 0001 Planning Like Human: A Dual-process Framework for Dialogue Planning. 4768-4791 2024 ACL (1) https://doi.org/10.18653/v1/2024.acl-long.262 https://aclanthology.org/2024.acl-long.262 https://www.wikidata.org/entity/Q131457891 conf/acl/2024-1 db/conf/acl/acl2024-1.html#HeL0L0C024 Zihao Zheng Zihan Zhang Zexin Wang Ruiji Fu Ming Liu 0004 Zhongyuan Wang 0006 Bing Qin 0001 Decompose, Prioritize, and Eliminate: Dynamically Integrating Diverse Representations for Multimodal Named Entity Recognition. 4498-4508 2024 LREC/COLING https://aclanthology.org/2024.lrec-main.403 conf/coling/2024 db/conf/coling/coling2024.html#ZhengZWFLW024 Zekun Wang 0001 Jingchang Chen Wangchunshu Zhou Haichao Zhu Jiafeng Liang Liping Shan Ming Liu 0004 Dongliang Xu Qing Yang 0033 Bing Qin 0001 SmartTrim: Adaptive Tokens and Attention Pruning for Efficient Vision-Language Models. 14937-14953 2024 LREC/COLING https://aclanthology.org/2024.lrec-main.1300 conf/coling/2024 db/conf/coling/coling2024.html#WangCZZLS0X0024 Yaojia Lv Haojie Pan Zekun Wang 0001 Jiafeng Liang Yuanxing Liu 0001 Ruiji Fu Ming Liu 0004 Zhongyuan Wang 0006 Bing Qin 0001 CogGPT: Unleashing the Power of Cognitive Dynamics on Large Language Models. 6074-6091 2024 EMNLP (Findings) https://doi.org/10.18653/v1/2024.findings-emnlp.352 https://aclanthology.org/2024.findings-emnlp.352 conf/emnlp/2024f db/conf/emnlp/emnlp2024f.html#LvPWLLFLW024 Guo Tang Zheng Chu Wenxiang Zheng Ming Liu 0004 Bing Qin 0001 Towards Benchmarking Situational Awareness of Large Language Models: Comprehensive Benchmark, Evaluation and Analysis. 7904-7928 2024 EMNLP (Findings) https://doi.org/10.18653/v1/2024.findings-emnlp.464 https://aclanthology.org/2024.findings-emnlp.464 conf/emnlp/2024f db/conf/emnlp/emnlp2024f.html#TangCZL024 Shixin Jiang Zerui Chen Jiafeng Liang Yanyan Zhao Ming Liu 0004 Bing Qin 0001 Infrared-LLaVA: Enhancing Understanding of Infrared Images in Multi-Modal Large Language Models. 8573-8591 2024 EMNLP (Findings) https://doi.org/10.18653/v1/2024.findings-emnlp.501 https://aclanthology.org/2024.findings-emnlp.501 conf/emnlp/2024f db/conf/emnlp/emnlp2024f.html#JiangCLZ0024 Zihao Zheng Tao He 0014 Ming Liu 0004 Zhongyuan Wang 0006 Ruiji Fu Bing Qin 0001 Relational Graph-Bridged Image-Text Interaction: A Novel Method for Multi-Modal Relation Extraction. 12647-12651 2024 ICASSP https://doi.org/10.1109/ICASSP48485.2024.10448507 conf/icassp/2024 db/conf/icassp/icassp2024.html#ZhengHL0F024 Jiafeng Liang Shixin Jiang Zekun Wang 0001 Haojie Pan Zerui Chen Zheng Chu Ming Liu 0004 Ruiji Fu Zhongyuan Wang 0006 Bing Qin 0001 GUIDE: A Guideline-Guided Dataset for Instructional Video Comprehension. 1065-1073 2024 IJCAI https://www.ijcai.org/proceedings/2024/118 conf/ijcai/2024 db/conf/ijcai/ijcai2024.html#LiangJWPCC0F0024 Shixin Jiang Ming Liu 0004 Bing Qin 0001 Fusion Pruning for Large Language Models. 349-352 2024 ISCSLP https://doi.org/10.1109/ISCSLP63861.2024.10800592 conf/iscslp/2024 db/conf/iscslp/iscslp2024.html#JiangL024 Jingchang Chen Hongxuan Tang Zheng Chu Qianglong Chen Zekun Wang 0001 Ming Liu 0004 Bing Qin 0001 Divide-and-Conquer Meets Consensus: Unleashing the Power of Functions in Code Generation. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/7bc4f74e35bcfe8cfe43b0a860786d6a-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#ChenTCCW0024

Yaojia Lv Haojie Pan Ruiji Fu Ming Liu 0004 Zhongyuan Wang 0006 Bing Qin 0001 CogGPT: Unleashing the Power of Cognitive Dynamics on Large Language Models. 2024 abs/2401.08438 CoRR https://doi.org/10.48550/arXiv.2401.08438 db/journals/corr/corr2401.html#abs-2401-08438

Jingchang Chen Hongxuan Tang Zheng Chu Qianglong Chen Zekun Wang 0001 Ming Liu 0004 Bing Qin 0001 Divide-and-Conquer Meets Consensus: Unleashing the Power of Functions in Code Generation. 2024 abs/2405.20092 CoRR https://doi.org/10.48550/arXiv.2405.20092 db/journals/corr/corr2405.html#abs-2405-20092

Tao He 0014 Lizi Liao Yixin Cao 0002 Yuanxing Liu 0001 Ming Liu 0004 Zerui Chen Bing Qin 0001 Planning Like Human: A Dual-process Framework for Dialogue Planning. 2024 abs/2406.05374 CoRR https://doi.org/10.48550/arXiv.2406.05374 db/journals/corr/corr2406.html#abs-2406-05374

Jiafeng Liang Shixin Jiang Zekun Wang 0001 Haojie Pan Zerui Chen Zheng Chu Ming Liu 0004 Ruiji Fu Zhongyuan Wang 0006 Bing Qin 0001 GUIDE: A Guideline-Guided Dataset for Instructional Video Comprehension. 2024 abs/2406.18227 CoRR https://doi.org/10.48550/arXiv.2406.18227 db/journals/corr/corr2406.html#abs-2406-18227 streams/journals/corr

Zheng Chu Jingchang Chen Qianglong Chen Haotian Wang 0007 Kun Zhu 0025 Xiyuan Du Weijiang Yu Ming Liu 0004 Bing Qin 0001 BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering. 2024 abs/2406.19820 CoRR https://doi.org/10.48550/arXiv.2406.19820 db/journals/corr/corr2406.html#abs-2406-19820 streams/journals/corr

Zike Yuan Ming Liu 0004 Hui Wang 0030 Bing Qin 0001 GraCoRe: Benchmarking Graph Comprehension and Complex Reasoning in Large Language Models. 2024 abs/2407.02936 CoRR https://doi.org/10.48550/arXiv.2407.02936 db/journals/corr/corr2407.html#abs-2407-02936 streams/journals/corr

Yuxin Wang 0002 Minghua Ma Zekun Wang 0001 Jingchang Chen Huiming Fan Liping Shan Qing Yang 0033 Dongliang Xu Ming Liu 0004 Bing Qin 0001 CFSP: An Efficient Structured Pruning Framework for LLMs with Coarse-to-Fine Activation Information. 2024 abs/2409.13199 CoRR https://doi.org/10.48550/arXiv.2409.13199 db/journals/corr/corr2409.html#abs-2409-13199 streams/journals/corr

Yexing Du Ziyang Ma 0001 Yifan Yang 0005 Keqi Deng Xie Chen 0001 Bo Yang 0006 Yang Xiang Ming Liu 0004 Bing Qin 0001 CoT-ST: Enhancing LLM-based Speech Translation with Multimodal Chain-of-Thought. 2024 abs/2409.19510 CoRR https://doi.org/10.48550/arXiv.2409.19510 db/journals/corr/corr2409.html#abs-2409-19510 streams/journals/corr

Ming Liu 0004 Zhaojian Wang Feng Liu 0014 Ming Cao 0001 Bo Yang 0006 Optimal Control in Both Steady State and Transient Process with Unknown Disturbances. 2024 abs/2410.03178 CoRR https://doi.org/10.48550/arXiv.2410.03178 db/journals/corr/corr2410.html#abs-2410-03178 streams/journals/corr

Shixin Jiang Jiafeng Liang Ming Liu 0004 Bing Qin 0001 From Specific-MLLM to Omni-MLLM: A Survey about the MLLMs alligned with Multi-Modality. 2024 abs/2412.11694 CoRR https://doi.org/10.48550/arXiv.2412.11694 db/journals/corr/corr2412.html#abs-2412-11694 streams/journals/corr

Tao He 0014 Lizi Liao Yixin Cao 0002 Yuanxing Liu 0001 Yiheng Sun Zerui Chen Ming Liu 0004 Bing Qin 0001 Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues. 2024 abs/2412.14584 CoRR https://doi.org/10.48550/arXiv.2412.14584 db/journals/corr/corr2412.html#abs-2412-14584 streams/journals/corr

Jiaqi Li 0004 Ming Liu 0004 Yuxin Wang 0002 Daxing Zhang Bing Qin 0001 A speaker-aware multiparty dialogue discourse parser with heterogeneous graph neural network. 15-23 2023 June 79 Cogn. Syst. Res. https://doi.org/10.1016/j.cogsys.2023.01.001 db/journals/cogsr/cogsr79.html#LiLWZQ23

Zekun Wang 0001 Haichao Zhu Ming Liu 0004 Bing Qin 0001 TAGNet: a tiny answer-guided network for conversational question generation. 1921-1932 2023 May 14 Int. J. Mach. Learn. Cybern. 5 https://doi.org/10.1007/s13042-022-01737-x db/journals/mlc/mlc14.html#WangZLQ23

Minjie Ren Xiangdong Huang 0002 Jing Liu 0002 Ming Liu 0004 Xuanya Li An-An Liu MALN: Multimodal Adversarial Learning Network for Conversational Emotion Recognition. 6965-6980 2023 November 33 IEEE Trans. Circuits Syst. Video Technol. 11 https://doi.org/10.1109/TCSVT.2023.3273577 db/journals/tcsv/tcsv33.html#RenHLLLL23

Zheng Chu Zekun Wang 0001 Jiafeng Liang Ming Liu 0004 Bing Qin 0001 MTGER: Multi-view Temporal Graph Enhanced Temporal Reasoning over Time-Involved Document. 15218-15233 2023 EMNLP (Findings) https://doi.org/10.18653/v1/2023.findings-emnlp.1016 https://aclanthology.org/2023.findings-emnlp.1016 conf/emnlp/2023f db/conf/emnlp/emnlp2023f.html#ChuWLL023 Jiafeng Liang Yuxin Wang 0002 Zekun Wang 0001 Ming Liu 0004 Ruiji Fu Zhongyuan Wang 0006 Bing Qin 0001 GTR: A Grafting-Then-Reassembling Framework for Dynamic Scene Graph Generation. 1177-1185 2023 IJCAI https://doi.org/10.24963/ijcai.2023/131 conf/ijcai/2023 db/conf/ijcai/ijcai2023.html#LiangWWLFW023

Zekun Wang 0001 Jingchang Chen Wangchunshu Zhou Ming Liu 0004 Bing Qin 0001 SmartTrim: Adaptive Tokens and Parameters Pruning for Efficient Vision-Language Models. 2023 abs/2305.15033 CoRR https://doi.org/10.48550/arXiv.2305.15033 db/journals/corr/corr2305.html#abs-2305-15033

Tao He 0014 Ming Liu 0004 Yixin Cao 0002 Zekun Wang 0001 Zihao Zheng Zheng Chu Bing Qin 0001 Exploring & Exploiting High-Order Graph Structure for Sparse Knowledge Graph Completion. 2023 abs/2306.17034 CoRR https://doi.org/10.48550/arXiv.2306.17034 db/journals/corr/corr2306.html#abs-2306-17034

Zheng Chu Jingchang Chen Qianglong Chen Weijiang Yu Tao He 0014 Haotian Wang 0007 Weihua Peng Ming Liu 0004 Bing Qin 0001 Ting Liu 0001 A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future. 2023 abs/2309.15402 CoRR https://doi.org/10.48550/arXiv.2309.15402 db/journals/corr/corr2309.html#abs-2309-15402

Zheng Chu Zekun Wang 0001 Jiafeng Liang Ming Liu 0004 Bing Qin 0001 MTGER: Multi-view Temporal Graph Enhanced Temporal Reasoning over Time-Involved Document. 2023 abs/2311.04816 CoRR https://doi.org/10.48550/arXiv.2311.04816 db/journals/corr/corr2311.html#abs-2311-04816

Zheng Chu Jingchang Chen Qianglong Chen Weijiang Yu Haotian Wang 0007 Ming Liu 0004 Bing Qin 0001 TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models. 2023 abs/2311.17667 CoRR https://doi.org/10.48550/arXiv.2311.17667 db/journals/corr/corr2311.html#abs-2311-17667

Haojie Pan Zepeng Zhai Hao Yuan Yaojia Lv Ruiji Fu Ming Liu 0004 Zhongyuan Wang 0006 Bing Qin 0001 KwaiAgents: Generalized Information-seeking Agent System with Large Language Models. 2023 abs/2312.04889 CoRR https://doi.org/10.48550/arXiv.2312.04889 db/journals/corr/corr2312.html#abs-2312-04889

Jiaqi Li 0004 Ming Liu 0004 Bing Qin 0001 Ting Liu 0001 A survey of discourse parsing. 165329 2022 16 Frontiers Comput. Sci. 5 https://doi.org/10.1007/s11704-021-0500-z db/journals/fcsc/fcsc16.html#LiLQL22

Zekun Wang 0001 Wenhui Wang 0003 Haichao Zhu Ming Liu 0004 Bing Qin 0001 Furu Wei Distilled Dual-Encoder Model for Vision-Language Understanding. 8901-8913 2022 EMNLP https://doi.org/10.18653/v1/2022.emnlp-main.608 https://aclanthology.org/2022.emnlp-main.608 conf/emnlp/2022 db/conf/emnlp/emnlp2022.html#WangWZL0W22 Zheng Chu Ziqing Yang 0001 Yiming Cui 0001 Zhigang Chen 0003 Ming Liu 0004 HIT at SemEval-2022 Task 2: Pre-trained Language Model for Idioms Detection. 221-227 2022 SemEval@NAACL https://doi.org/10.18653/v1/2022.semeval-1.28 https://aclanthology.org/2022.semeval-1.28 conf/semeval/2022 db/conf/semeval/semeval2022.html#Chu0C0L22 Bing Qin 0001 Haofen Wang Ming Liu 0004 Jiangtao Zhang CCKS 2021 - Evaluation Track - 6th China Conference on Knowledge Graph and Semantic Computing, CCKS 2021, Guangzhou, China, December 25-26, 2021, Revised Selected Papers CCKS (Evaluation Track) Springer 2022 Communications in Computer and Information Science 1553 978-981-19-0712-8 978-981-19-0713-5 https://doi.org/10.1007/978-981-19-0713-5 db/conf/ccks/ccks2021e.html

Zheng Chu Ziqing Yang 0001 Yiming Cui 0001 Zhigang Chen 0003 Ming Liu 0004 HIT at SemEval-2022 Task 2: Pre-trained Language Model for Idioms Detection. 2022 abs/2204.06145 CoRR https://doi.org/10.48550/arXiv.2204.06145 db/journals/corr/corr2204.html#abs-2204-06145

Tao He 0014 Tianwen Jiang Zihao Zheng Haichao Zhu Jingrun Zhang Ming Liu 0004 Sendong Zhao Bing Qin 0001 VEM<sup>2</sup>L: A Plug-and-play Framework for Fusing Text and Structure Knowledge on Sparse Knowledge Graph Completion. 2022 abs/2207.01528 CoRR https://doi.org/10.48550/arXiv.2207.01528 db/journals/corr/corr2207.html#abs-2207-01528

Haojie Pan Yuzhou Zhang Zepeng Zhai Ruiji Fu Ming Liu 0004 Yangqiu Song Zhongyuan Wang 0006 Bing Qin 0001 Kuaipedia: a Large-scale Multi-modal Short-video Encyclopedia. 2022 abs/2211.00732 CoRR https://doi.org/10.48550/arXiv.2211.00732 db/journals/corr/corr2211.html#abs-2211-00732

Ming Liu 0004 Yaojia Lv Jingrun Zhang Ruiji Fu Bing Qin 0001 BigCilin: An Automatic Chinese Open-domain Knowledge Graph with Fine-grained Hypernym-Hyponym Relations. 2022 abs/2211.03612 CoRR https://doi.org/10.48550/arXiv.2211.03612 db/journals/corr/corr2211.html#abs-2211-03612

Yibo Sun Jizhou Huang Chunyuan Yuan Miao Fan Haifeng Wang 0001 Ming Liu 0004 Bing Qin 0001 GEDIT: Geographic-Enhanced and Dependency-Guided Tagging for Joint POI and Accessibility Extraction at Baidu Maps. 4135-4144 2021 CIKM https://doi.org/10.1145/3459637.3481924 https://www.wikidata.org/entity/Q131011166 conf/cikm/2021 db/conf/cikm/cikm2021.html#SunHYFW0021 Haichao Zhu Zekun Wang 0001 Heng Zhang Ming Liu 0004 Sendong Zhao Bing Qin 0001 Less Is More: Domain Adaptation with Lottery Ticket for Reading Comprehension. 1102-1113 2021 EMNLP (Findings) https://doi.org/10.18653/v1/2021.findings-emnlp.95 https://aclanthology.org/2021.findings-emnlp.95 conf/emnlp/2021f db/conf/emnlp/emnlp2021f.html#ZhuWZLZ021 Jiaqi Li 0004 Ming Liu 0004 Zihao Zheng Heng Zhang Bing Qin 0001 Min-Yen Kan Ting Liu 0001 DADgraph: A Discourse-aware Dialogue Graph Neural Network for Multiparty Dialogue Machine Reading Comprehension. 1-8 2021 IJCNN https://doi.org/10.1109/IJCNN52387.2021.9533364 conf/ijcnn/2021 db/conf/ijcnn/ijcnn2021.html#LiLZZQKL21

Jiaqi Li 0004 Ming Liu 0004 Zihao Zheng Heng Zhang Bing Qin 0001 Min-Yen Kan Ting Liu 0001 DADgraph: A Discourse-aware Dialogue Graph Neural Network for Multiparty Dialogue Machine Reading Comprehension. 2021 abs/2104.12377 CoRR https://arxiv.org/abs/2104.12377 db/journals/corr/corr2104.html#abs-2104-12377

Yibo Sun Jizhou Huang Chunyuan Yuan Miao Fan Haifeng Wang 0001 Ming Liu 0004 Bing Qin 0001 GEDIT: Geographic-Enhanced and Dependency-Guided Tagging for Joint POI and Accessibility Extraction at Baidu Maps. 2021 abs/2108.09104 CoRR https://arxiv.org/abs/2108.09104 db/journals/corr/corr2108.html#abs-2108-09104

Zekun Wang 0001 Wenhui Wang 0003 Haichao Zhu Ming Liu 0004 Bing Qin 0001 Furu Wei Distilled Dual-Encoder Model for Vision-Language Understanding. 2021 abs/2112.08723 CoRR https://arxiv.org/abs/2112.08723 db/journals/corr/corr2112.html#abs-2112-08723

Zhongjie Wang 0003 Hanchuan Xu Ming Liu 0004 Xiaofei Xu 0001 Quality-Driven and Abstraction-Oriented Software Construction Course Design: To Fill the Gap between Programming and Software Engineering Courses. 9-14 2020 ACM TUR-C https://doi.org/10.1145/3393527.3393529 conf/acmturc/2020 db/conf/acmturc/acmturc2020.html#WangXLX20 Tianwen Jiang Ning Zhang Ming Liu 0004 Meng Jiang 0001 Ting Liu 0001 Bing Qin 0001 Use of "Internal Knowledge": Biomedical Literature Search Liberated From External Resources. 275-280 2020 BIBM https://doi.org/10.1109/BIBM49941.2020.9313110 conf/bibm/2020 db/conf/bibm/bibm2020.html#JiangZL0L020 Jiaqi Li 0004 Ming Liu 0004 Min-Yen Kan Zihao Zheng Zekun Wang 0001 Wenqiang Lei Ting Liu 0001 Bing Qin 0001 Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure. 2642-2652 2020 COLING https://doi.org/10.18653/v1/2020.coling-main.238 https://aclanthology.org/2020.coling-main.238/ conf/coling/2020 db/conf/coling/coling2020.html#LiLKZWLLQ20 Ming Liu 0004 Zihao Zheng Bing Qin 0001 Yitong Liu A Passage-Level Text Similarity Calculation. 207-218 2020 NLPCC (1) https://doi.org/10.1007/978-3-030-60450-9_17 conf/nlpcc/2020-1 db/conf/nlpcc/nlpcc2020-1.html#LiuZQL20 Zhenyu Hu Ming Liu 0004 Yin Wu Jiexin Xu Bing Qin 0001 Jinlong Li Document-Level Event Subject Pair Recognition. 283-293 2020 NLPCC (1) https://doi.org/10.1007/978-3-030-60450-9_23 conf/nlpcc/2020-1 db/conf/nlpcc/nlpcc2020-1.html#HuLWXQL20

Jiaqi Li 0004 Ming Liu 0004 Min-Yen Kan Zihao Zheng Zekun Wang 0001 Wenqiang Lei Ting Liu 0001 Bing Qin 0001 Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure. 2020 abs/2004.05080 CoRR https://arxiv.org/abs/2004.05080 db/journals/corr/corr2004.html#abs-2004-05080

Ming Liu 0004 Yanyan Zhao Bing Qin 0001 Ting Liu 0001 Collective entity linking: a random walk-based perspective. 1611-1643 2019 60 Knowl. Inf. Syst. 3 https://doi.org/10.1007/s10115-018-1273-z https://www.wikidata.org/entity/Q129185571 db/journals/kais/kais60.html#LiuZQL19

Ming Liu 0004 Gu Gong Bing Qin 0001 Ting Liu 0001 A Multi-View-Based Collective Entity Linking Method. 23:1-23:29 2019 37 ACM Trans. Inf. Syst. 2 https://doi.org/10.1145/3300197 https://www.wikidata.org/entity/Q128442644 db/journals/tois/tois37.html#LiuGQL19

Xiaoyan Zhu 0001 Bing Qin 0001 Xiaodan Zhu 0001 Ming Liu 0004 Longhua Qian Knowledge Graph and Semantic Computing: Knowledge Computing and Language Understanding - 4th China Conference, CCKS 2019, Hangzhou, China, August 24-27, 2019, Revised Selected Papers CCKS Springer 2019 Communications in Computer and Information Science 1134 978-981-15-1955-0 978-981-15-1956-7 https://doi.org/10.1007/978-981-15-1956-7 db/conf/ccks/ccks2019.html

Tianwen Jiang Ming Liu 0004 Bing Qin 0001 Ting Liu 0001 Attribute Acquisition in Ontology based on Representation Learning of Hierarchical Classes and Attributes. 2019 abs/1903.03282 CoRR http://arxiv.org/abs/1903.03282 db/journals/corr/corr1903.html#abs-1903-03282

Tianwen Jiang Sendong Zhao Jing Liu 0022 Jin-Ge Yao Ming Liu 0004 Bing Qin 0001 Ting Liu 0001 Chin-Yew Lin Towards Time-Aware Distant Supervision for Relation Extraction. 2019 abs/1903.03289 CoRR http://arxiv.org/abs/1903.03289 db/journals/corr/corr1903.html#abs-1903-03289

Jiaqi Li 0004 Ming Liu 0004 Bing Qin 0001 Zihao Zheng Ting Liu 0001 An Annotation Scheme of A Large-scale Multi-party Dialogues Dataset for Discourse Parsing and Machine Comprehension. 2019 abs/1911.03514 CoRR http://arxiv.org/abs/1911.03514 db/journals/corr/corr1911.html#abs-1911-03514

Sendong Zhao Meng Jiang 0001 Ming Liu 0004 Bing Qin 0001 Ting Liu 0001 CausalTriad: Toward Pseudo Causal Relation Discovery and Hypotheses Generation from Medical Text Data. 184-193 2018 BCB https://doi.org/10.1145/3233547.3233555 conf/bcb/2018 db/conf/bcb/bcb2018.html#ZhaoJL0018 Xiaocheng Feng Ming Liu 0004 Jiahao Liu Bing Qin 0001 Yibo Sun Ting Liu 0001 Topic-to-Essay Generation with Neural Networks. 4078-4084 2018 IJCAI https://doi.org/10.24963/ijcai.2018/567 conf/ijcai/2018 db/conf/ijcai/ijcai2018.html#FengLL0SL18

Ming Liu 0004 Lei Chen 0072 Bingquan Liu Guidong Zheng Xiaoming Zhang DBpedia-Based Entity Linking via Greedy Search and Adjusted Monte Carlo Random Walk. 16:1-16:34 2017 36 ACM Trans. Inf. Syst. 2 https://doi.org/10.1145/3086703 https://www.wikidata.org/entity/Q87813578 db/journals/tois/tois36.html#LiuCLZZ17

Tianwen Jiang Ming Liu 0004 Bing Qin 0001 Ting Liu 0001 Constructing Semantic Hierarchies via Fusion Learning Architecture. 136-148 2017 CCIR https://doi.org/10.1007/978-3-319-68699-8_11 conf/ccir/2017 db/conf/ccir/ccir2017.html#JiangLQL17 Guidong Zheng Ming Liu 0004 Bingquan Liu Collective Entity Linking Based on DBpedia. 66-79 2017 CCKS https://doi.org/10.1007/978-981-10-7359-5_8 https://www.wikidata.org/entity/Q87813584 conf/ccks/2017 db/conf/ccks/ccks2017.html#ZhengLL17 Bingquan Liu Xinkai Du Ming Liu 0004 Chengjie Sun Guidong Zheng Chao Zou Resolving Chinese Zero Pronoun with Word Embedding. 828-838 2017 NLPCC https://doi.org/10.1007/978-3-319-73618-1_72 conf/nlpcc/2017 db/conf/nlpcc/nlpcc2017.html#LiuDLSZZ17

Xin Wang 0017 Yuanchao Liu Ming Liu 0004 Chengjie Sun Xiaolong Wang 0001 Understanding Gating Operations in Recurrent Neural Networks through Opinion Expression Extraction. 294 2016 18 Entropy 8 https://doi.org/10.3390/e18080294 db/journals/entropy/entropy18.html#WangLLSW16

Yuanchao Liu Xin Wang 0017 Ming Liu 0004 Xiaolong Wang 0001 Write-righter: An Academic Writing Assistant System. 4373-4374 2016 AAAI https://doi.org/10.1609/aaai.v30i1.9823 conf/aaai/2016 db/conf/aaai/aaai2016.html#LiuWLW16 Ming Liu 0004 Chong Wu 0001 Xiang-Nan Zhao Chin-Yew Lin Xiaolong Wang 0001 App relationship calculation: An iterative process. 1540-1541 2016 ICDE https://doi.org/10.1109/ICDE.2016.7498414 https://doi.ieeecomputersociety.org/10.1109/ICDE.2016.7498414 conf/icde/2016 db/conf/icde/icde2016.html#LiuWZLW16 Xin Wang 0017 Yuanchao Liu Chengjie Sun Ming Liu 0004 Xiaolong Wang 0001 Extended Dependency-Based Word Embeddings for Aspect Extraction. 104-111 2016 ICONIP (4) https://doi.org/10.1007/978-3-319-46681-1_13 conf/iconip/2016-4 db/conf/iconip/iconip2016-4.html#WangLSLW16

Feng Liu 0041 Bingquan Liu Chengjie Sun Ming Liu 0004 Xiaolong Wang 0001 Deep Belief Network-Based Approaches for Link Prediction in Signed Social Networks. 2140-2169 2015 17 Entropy 4 https://doi.org/10.3390/e17042140 db/journals/entropy/entropy17.html#LiuLSLW15

Ming Liu 0004 Chong Wu 0001 Lei Chen 0072 A vector reconstruction based clustering algorithm particularly for large-scale text collection. 141-155 2015 63 Neural Networks https://doi.org/10.1016/j.neunet.2014.10.012 https://www.wikidata.org/entity/Q38418617 db/journals/nn/nn63.html#LiuWC15

Bingquan Liu Jian Feng Ming Liu 0004 Haifeng Hu 0002 Xiaolong Wang 0001 Predicting the quality of user-generated answers using co-training in community-based question answering portals. 29-34 2015 58 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2015.02.015 db/journals/prl/prl58.html#LiuFLHW15

Ming Liu 0004 Chong Wu 0001 Xiang-Nan Zhao Chin-Yew Lin Xiaolong Wang 0001 APP Relationship Calculation: An Iterative Process. 2049-2063 2015 27 IEEE Trans. Knowl. Data Eng. 8 https://doi.org/10.1109/TKDE.2015.2405557 http://doi.ieeecomputersociety.org/10.1109/TKDE.2015.2405557 db/journals/tkde/tkde27.html#LiuWZLW15

Feng Liu 0041 Bingquan Liu Chengjie Sun Ming Liu 0004 Xiaolong Wang 0001 Improving Link Prediction in Social Networks by User Comments and Sentiment Lexicon. 356-365 2015 CCL https://doi.org/10.1007/978-3-319-25816-4_29 conf/cncl/2015 db/conf/cncl/ccl2015.html#LiuLSLW15 Lili Shan Chengjie Sun Lei Lin 0001 Ming Liu 0004 Xiaolong Wang 0001 Bingquan Liu Evaluating tag quality for blogger modelling via topic models. 1770-1776 2015 FSKD https://doi.org/10.1109/FSKD.2015.7382215 conf/fskd/2015 db/conf/fskd/fskd2015.html#ShanSLLWL15 Feng Liu 0041 Bingquan Liu Chengjie Sun Ming Liu 0004 Xiaolong Wang 0001 Multimodal Deep Belief Network Based Link Prediction and User Comment Generation. 20-28 2015 ICONIP (4) https://doi.org/10.1007/978-3-319-26561-2_3 conf/iconip/2015-4 db/conf/iconip/iconip2015-4.html#LiuLSLW15 Ming Liu 0004 Lei Chen 0072 Bingquan Liu Xiaolong Wang 0001 VRCA: A Clustering Algorithm for Massive Amount of Texts. 2355-2361 2015 IJCAI http://ijcai.org/Abstract/15/333 conf/ijcai/2015 db/conf/ijcai/ijcai2015.html#LiuCLW15 Feng Liu 0041 Bingquan Liu Chengjie Sun Ming Liu 0004 Xiaolong Wang 0001 Multimodal Learning Based Approaches for Link Prediction in Social Networks. 123-133 2015 NLPCC https://doi.org/10.1007/978-3-319-25207-0_11 conf/nlpcc/2015 db/conf/nlpcc/nlpcc2015.html#LiuLSLW15

Ming Liu 0004 Chong Wu 0001 Yuanchao Liu Weight evaluation for features via constrained data-pairscan't-linkq. 70-91 2014 282 Inf. Sci. https://doi.org/10.1016/j.ins.2014.05.029 db/journals/isci/isci282.html#LiuWL14

Bingquan Liu Jian Feng Ming Liu 0004 Feng Liu 0041 Xiaolong Wang 0001 Peng Li Computing Semantic Relatedness Using a Word-Text Mutual Guidance Model. 67-78 2014 NLPCC https://doi.org/10.1007/978-3-662-45924-9_7 conf/nlpcc/2014 db/conf/nlpcc/nlpcc2014.html#LiuFLLWL14

Yuanchao Liu Feng Wu Ming Liu 0004 Bingquan Liu Abstract Sentence Classification for Scientific Papers Based on Transductive SVM. 125-131 2013 6 Comput. Inf. Sci. 4 https://doi.org/10.5539/cis.v6n4p125 db/journals/ccsecis/ccsecis6.html#LiuWLL13

Ming Liu 0004 Yuanchao Liu Bingquan Liu Lei Lin 0001 Probability-based text clustering algorithm by alternately repeating two operations. 372-383 2013 39 J. Inf. Sci. 3 https://doi.org/10.1177/0165551512470054 db/journals/jis/jis39.html#LiuLLL13

Yuanchao Liu Ming Liu 0004 Xiaolong Wang 0001 Limin Wang Jingjing Li PAL: A Chatterbot System for Answering Domain-specific Questions. 67-72 2013 ACL (Conference System Demonstrations) https://aclanthology.org/P13-4012/ conf/acl/2013-d db/conf/acl/acl2013-d.html#LiuLWWL13 Haifeng Hu 0002 Bingquan Liu Baoxun Wang Ming Liu 0004 Xiaolong Wang 0001 Multimodal DBN for Predicting High-Quality Answers in cQA portals. 843-847 2013 ACL (2) https://aclanthology.org/P13-2146/ conf/acl/2013-2 db/conf/acl/acl2013-2.html#HuLWLW13 Haifeng Hu 0002 Bingquan Liu Baoxun Wang Ming Liu 0004 Xiaolong Wang 0001 Exploring social features for answer quality prediction in CQA portals. 1904-1909 2013 ICMLC https://doi.org/10.1109/ICMLC.2013.6890906 conf/icmlc/2013 db/conf/icmlc/icmlc2013.html#HuLWLW13 Feng Liu 0041 Bingquan Liu Chengjie Sun Ming Liu 0004 Xiaolong Wang 0001 Deep Learning Approaches for Link Prediction in Social Network Services. 425-432 2013 ICONIP (2) https://doi.org/10.1007/978-3-642-42042-9_53 conf/iconip/2013-2 db/conf/iconip/iconip2013-2.html#LiuLSLW13 Yaming Sun Chengjie Sun Lei Lin 0001 Ming Liu 0004 Xiaolong Wang 0001 Sequence memoizer based model for Biomedical Named Entity Recognition. 1128-1132 2012 FSKD https://doi.org/10.1109/FSKD.2012.6234154 conf/fskd/2012 db/conf/fskd/fskd2012.html#SunSLLW12 Bo You Ming Liu 0004 Bingquan Liu Xiaolong Wang 0001 Detecting hot topics in technology news streams. 1968-1974 2012 ICMLC https://doi.org/10.1109/ICMLC.2012.6359678 conf/icmlc/2012 db/conf/icmlc/icmlc2012.html#YouLLW12 Ming Liu 0004 Lei Lin 0001 Lili Shan Chengjie Sun A Novel Self-Adaptive Clustering Algorithm for Dynamic Data. 42-49 2012 ICONIP (3) https://doi.org/10.1007/978-3-642-34487-9_6 conf/iconip/2012-3 db/conf/iconip/iconip2012-3.html#LiuLSS12 Feng Liu 0041 Bingquan Liu Xiaolong Wang 0001 Ming Liu 0004 Baoxun Wang Features for link prediction in social networks: A comprehensive study. 1706-1711 2012 SMC https://doi.org/10.1109/ICSMC.2012.6377983 conf/smc/2012 db/conf/smc/smc2012.html#LiuLWLW12

Yuanchao Liu Chong Wu 0001 Ming Liu 0004 Research of fast SOM clustering for text information. 9325-9333 2011 38 Expert Syst. Appl. 8 https://doi.org/10.1016/j.eswa.2011.01.126 db/journals/eswa/eswa38.html#LiuWL11

Shanzong Zhu Yuanchao Liu Ming Liu 0004 Peiliang Tian Research on Feature Extraction from Chinese Text for Opinion Mining. 7-10 2009 IALP https://doi.org/10.1109/IALP.2009.11 https://doi.ieeecomputersociety.org/10.1109/IALP.2009.11 conf/ialp/2009 db/conf/ialp/ialp2009.html#ZhuLLT09 Ming Liu 0004 Yuanchao Liu Xiaolong Wang 0001 IGSOM: Incremental Clustering Based on Self-Organizing-Mapping. 885-890 2008 IIH-MSP https://doi.org/10.1109/IIH-MSP.2008.101 https://doi.ieeecomputersociety.org/10.1109/IIH-MSP.2008.101 conf/iih-msp/2008 db/conf/iih-msp/iih-msp2008.html#LiuLW08 Xin-Guang Sha Yuanchao Liu Ming Liu 0004 Xiaolong Wang 0001 A clustering retrieval system of Chinese information. 1-6 2008 NLPKE https://doi.org/10.1109/NLPKE.2008.4906815 conf/nlpke/2008 db/conf/nlpke/nlpke2008.html#ShaLLW08 Ming Cao 0001 Yi Cao 0003 Yixin Cao 0002 Yukun Cao Heng Chang Jingchang Chen Lei Chen 0072 Qianglong Chen Xie Chen 0001 Zerui Chen Zhigang Chen 0003 Zheng Chu Yiming Cui 0001 Keqi Deng Jiandong Ding Xuan Dong Jinhua Du Xinkai Du Xiyuan Du Yexing Du Huiming Fan Miao Fan Jian Feng Xiaocheng Feng Jinlan Fu Ruiji Fu Gu Gong Daojing He Tao He 0014 Haifeng Hu 0002 Zhenyu Hu Jizhou Huang Xiangdong Huang 0002 Yichong Huang Liangyu Huo Changkai Ji Meng Jiang 0001 Shixin Jiang Tianwen Jiang Min-Yen Kan Cai Ke Jiayin Lan Wenqiang Lei Chang Li Hao Li Jiaqi Li 0004 Jingjing Li Jinlong Li Peng Li Xuanya Li Yizhuo Li 0007 Ze Li Zhenguo Li Jiafeng Liang Xia Liang Lizi Liao Chin-Yew Lin Lei Lin 0001 Anan LiuAn-An Liu Bingquan Liu Feng Liu 0014 Feng Liu 0041 Jiahao Liu Jing Liu 0002 Jing Liu 0022 Kaiyuan Liu Le Liu Runxuan Liu Tianying Liu Ting Liu 0001 Yitong Liu Yuanchao Liu Yuanxing Liu 0001 Bei Luo Kai Lv Yaojia Lv Minghua Ma Xinyan Ma Zhiming MaZhi-Ming Ma Ziyang Ma 0001 Xun Mao Rongchuan Mu See-Kiong Ng Xianhao Ou Haojie Pan Youcheng Pan Weihua Peng Longhua Qian Bing Qin 0001 Meng Qu Baoqi Ren Minjie Ren Tao Ren Xin-Guang Sha Lili Shan Liping Shan Yangqiu Song Hui Su Chengjie Sun Guanglu Sun Yaming Sun Yibo Sun Yiheng Sun Guo Tang Hongxuan Tang Wei Tang 0015 Peiliang Tian Dandan Tu Baoxin Wang Baoxun Wang Haifeng Wang 0001 Haofen Wang Haotian Wang 0007 Hui Wang 0030 Jiyuan Wang Limin Wang Ning Wang 0020 Qianyu Wang Shijin Wang 0001 Wenhui Wang 0003 Xiaolong Wang 0001 Xin Wang 0017 YaoWei Wang Yuxin Wang 0002 Zekun Wang 0001 Zexin Wang Zhaojian Wang Zhongjie Wang 0003 Zhongyuan Wang 0006 Furu Wei Chong Wu 0001 Dayong Wu Feng Wu Yin Wu Junjia Xiang Yang Xiang Jian Xie Dongliang Xu Hanchuan Xu Jiexin Xu Xiaofei Xu 0001 Shuchen Xue Jianzhi Yan Bo Yang 0006 Ming-Hsuan Yang 0001 Mingda Yang Qing Yang 0033 Yifan Yang 0005 Ziqing Yang 0001 Jin-Ge Yao Mingyang Yi Bo You Weijiang Yu Yue Yu 0001 Chunyuan Yuan Hao Yuan Zike Yuan Zepeng Zhai Bihe Zhang Daxing Zhang Han Zhang 0025 Heng Zhang Jiangtao Zhang Jingrun Zhang Ning Zhang Weihao Zhang Xiaoming Zhang Xiyuan Zhang Yuzhou Zhang Zihan Zhang Chen Zhao Sendong Zhao Xiang-Nan Zhao Yanyan Zhao Guidong Zheng Wenxiang Zheng Zihao Zheng Chuantian Zhou Jiaqi Zhou Wangchunshu Zhou Haichao Zhu Kun Zhu 0025 Shanzong Zhu Xiaodan Zhu 0001 Xiaoyan Zhu 0001 Zhihao Zhu Chao Zou