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ORCIDQian Liu 0012
Person information
- affiliation: University of Auckland, Auckland, New Zealand
- affiliation (former): Nanyang Technological University, Singapore
- affiliation (former, PhD 2022): University of Technology Sydney, Sydney, Australia
- affiliation (former, PhD 2020): Beijing Institute of Technology, Beijing, China
Other persons with the same name
- Qian Liu — disambiguation page
- Qian Liu 0001
![[0000-0003-2282-4572]](https://dblp.org/img/orcid-mark.12x12.png "0000-0003-2282-4572")
— Dalian University of Technology, School of Computer Science and Technology, China (and 1 more) - Qian Liu 0002 — Hong Kong University of Science and Technology, Department of Industrial Engineering and Logistics Management, Hong Kong
- Qian Liu 0003 — Huazhong University of Science and Technology, Hubei Bioinformatics and Molecular Imaging Key Laboratory, Wuhan, China
- Qian Liu 0004 — Beijing University of Posts and Telecommunications, School of Information and Communication Engineering, China
- Qian Liu 0005 — University of Manchester, UK (and 1 more)
- Qian Liu 0006 — Virginia Tech, Blacksburg, VA, USA
- Qian Liu 0007 — Wuhan University, School of Information Management, Wuhan, China
- Qian Liu 0008 — Nanjing University of Science and Technology, School of Computer Science and Engineering, Nanjing, China
- Qian Liu 0009 — Chongqing University of Posts and Telecommunications, School of Communication and Information Engineering, China (and 1 more)
- Qian Liu 0010 — Nanjing University of Information Science and Technology, School of Electronic and Information Engineering, Nanjing, China (and 1 more)
- Qian Liu 0011 — George Mason University, Department of Geography and Geoinformation Science, Fairfax, VA, USA
- Qian Liu 0013 — Central University of Finance and Economics, Beijing, China (and 1 more)
- Qian Liu 0014 — Nanyang Technological University, Singapore
- Qian Liu 0015 — University of Manitoba, Winnipeg, Canada
- Qian Liu 0016 — Shandong Normal University, School of Mathematics and Statistics, Jinan, China
- Qian Liu 0017 — Zhejiang University, Hangzhou, China
- Qian Liu 0018 — Shandong Normal University, Jinan, China
- Qian Liu 0019 — Institute of Oceanography, Chinese Academy of Sciences, Qingdao, Shandong, China
- Qian Liu 0020 — Guangdong University of Technology, Guangzhou, China
- Qian Liu 0021 — Nanyang Technological University, Singapore
- Qian Liu 0022 — Harbin Institute of Technology, Harbin, Heilongjiang, China
- Qian Liu 0023 — Beijing Normal University, Beijing, China
- Qian Liu 0024 — University of Chinese Academy of Sciences, Beijing, China
- Qian Liu 0025 — Yanshan University, Qinhuangdao, China
- Qian Liu 0026 — University of Otago, Dunedin, New Zealand
- Qian Liu 0027 — Shanxi University, Taiyuan, China
- Qian Liu 0028 — State Grid Hunan Electric Power Limited Company, China
- Qian Liu 0029 — Beijing Electronic Science and Technology Institute, Beijing, China
- Qian Liu 0030 — Harbin Medical University, Harbin, China
- Qian Liu 0031 — Tianjin University of Technology, Tianjin, China
- Qian Liu 0032 — Jinan University, Guangzhou, Guangdong, China
- Qian Liu 0033 — ByteDance, TikTok AI Innovation Center, Singapore (and 2 more)
- Qian Liu 0034 — Xihua University, School of Computer and Software Engineering, Chengdu, China
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2020 – today
- 2026
[j17]Zhedong Lin, Zhongsheng Wang, Qian Liu, Xinyu Zhang, Jiamou Liu:
Narratology meets text-to-image: a survey of consistency in AI generated storybook illustrations. Artif. Intell. Rev. 59(2): 83 (2026)- [j16]Qian Liu, Hang Yu, Qiqi Wang, Qi Xu, Jinpeng Li, Zhuoqun Zou, Rui Mao, Erik Cambria:
Legal knowledge infusion for large language models: A survey. Inf. Fusion 125: 103426 (2026) - [j15]Junyi Chen, Mengjia Wu, Qian Liu, Yi Zhang:
Explainable prediction of knowledge recombination: A synergized method with heterogeneous hypergraph learning and large language models. Inf. Process. Manag. 63(2): 104336 (2026) - 2025
- [c33]Jundong Xu, Hao Fei, Meng Luo, Qian Liu, Liangming Pan, William Yang Wang, Preslav Nakov, Mong-Li Lee, Wynne Hsu:
Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework. ACL (1) 2025: 3052-3075 - [c32]Qiqi Wang, Guanjin Wang, Yihong Pan, Zhipeng Lin, Huijia Li, Qian Liu, Kaiqi Zhao:
HUSK: A Hierarchically Structured Urban Knowledge Graph Dataset for Multi-Level Spatial Tasks. CIKM 2025: 6549-6553 - [c31]Qi Xu, Qian Liu, Hao Fei, Hang Yu, Shuhao Guan, Xiao Wei:
CLEAR: A Framework Enabling Large Language Models to Discern Confusing Legal Paragraphs. EMNLP (Findings) 2025: 8937-8953 - [c30]Junyi Chen, Mengjia Wu, Qian Liu, Jing Sun, Ying Ding, Yi Zhang:
Equal Truth: Rumor Detection with Invariant Group Fairness. EMNLP (Findings) 2025: 10994-11007 - [c29]Kaiyuan Zhang, Qian Liu, Luyang Zhang, Chaoqun Zheng, Shuaimin Li, Bing Xu, Muyun Yang, Xinxiao Qiao, Wenpeng Lu:
MADAWSD: Multi-Agent Debate Framework for Adversarial Word Sense Disambiguation. EMNLP 2025: 22283-22302 - [c28]Meng Luo, Hao Fei, Bobo Li, Shengqiong Wu, Qian Liu, Soujanya Poria, Erik Cambria, Mong-Li Lee, Wynne Hsu:
The ACM Multimedia 2025 Grand Challenge of Multimodal Conversational Aspect-based Sentiment Analysis. ACM Multimedia 2025: 14101-14106 - [c27]Hao Fei, Bobo Li, Meng Luo, Qian Liu, Lizi Liao, Fei Li, Min Zhang, Björn W. Schuller, Mong-Li Lee, Erik Cambria:
CogMAEC'25: The 1st Workshop on Cognition-oriented Multimodal Affective and Empathetic Computing. ACM Multimedia 2025: 14323-14325 - [c26]Zhongsheng Wang, Ming Lin, Zhedong Lin, Yaser Shakib, Qian Liu, Jiamou Liu:
CharCom: Composable Identity Control for Multi-Character Story Illustration. MMAsia 2025: 41:1-41:7 - [i11]Rui Mao, Qian Liu, Xiao Li, Erik Cambria, Amir Hussain:
Bridging Minds and Machines: Toward an Integration of AI and Cognitive Science. CoRR abs/2508.20674 (2025) - [i10]Weizhe Shi, Qiqi Wang, Yihong Pan, Qian Liu, Kaiqi Zhao:
LegalChainReasoner: A Legal Chain-guided Framework for Criminal Judicial Opinion Generation. CoRR abs/2509.00783 (2025) - [i9]Jundong Xu, Hao Fei, Yuhui Zhang, Liangming Pan, Qijun Huang, Qian Liu, Preslav Nakov, Min-Yen Kan, William Yang Wang, Mong-Li Lee, Wynne Hsu:
MuSLR: Multimodal Symbolic Logical Reasoning. CoRR abs/2509.25851 (2025) - [i8]Zhongsheng Wang, Ming Lin, Zhedong Lin, Yaser Shakib, Qian Liu, Jiamou Liu:
CharCom: Composable Identity Control for Multi-Character Story Illustration. CoRR abs/2510.10135 (2025) - 2024
- [j14]Rui Mao, Qian Liu, Xiao Li, Erik Cambria, Amir Hussain:
Guest Editorial: Cognitive Analysis for Humans and AI. Cogn. Comput. 16(6): 3316-3318 (2024) - [j13]Qian Liu, Sooji Han, Erik Cambria, Yang Li, Kenneth Kwok:
PrimeNet: A Framework for Commonsense Knowledge Representation and Reasoning Based on Conceptual Primitives. Cogn. Comput. 16(6): 3429-3456 (2024) - [j12]Qian Liu, Xiubo Geng, Yu Wang, Erik Cambria, Daxin Jiang:
Disentangled Retrieval and Reasoning for Implicit Question Answering. IEEE Trans. Neural Networks Learn. Syst. 35(6): 7804-7815 (2024) - [j11]Heyan Huang, Changsen Yuan, Qian Liu, Yixin Cao:
Document-level Relation Extraction via Separate Relation Representation and Logical Reasoning. ACM Trans. Inf. Syst. 42(1): 22:1-22:24 (2024) - [c25]Hao Fei, Han Zhang, Bin Wang, Lizi Liao, Qian Liu, Erik Cambria:
EmpathyEar: An Open-source Avatar Multimodal Empathetic Chatbot. ACL (3) 2024: 61-71 - [c24]Xiao Wei, Qi Xu, Hang Yu, Qian Liu, Erik Cambria:
Through the MUD: A Multi-Defendant Charge Prediction Benchmark with Linked Crime Elements. ACL (1) 2024: 2864-2878 - [c23]Rui Mao, Kai He, Claudia Ong, Qian Liu, Erik Cambria:
MetaPro 2.0: Computational Metaphor Processing on the Effectiveness of Anomalous Language Modeling. ACL (Findings) 2024: 9891-9908 - [c22]Jundong Xu, Hao Fei, Liangming Pan, Qian Liu, Mong-Li Lee, Wynne Hsu:
Faithful Logical Reasoning via Symbolic Chain-of-Thought. ACL (1) 2024: 13326-13365 - [c21]Rui Mao, Tianwei Zhang, Qian Liu, Amir Hussain, Erik Cambria:
Unveiling Diplomatic Narratives: Analyzing United Nations Security Council Debates Through Metaphorical Cognition. CogSci 2024 - [c20]Xiao Wei, Haoran Chen, Hang Yu, Hao Fei, Qian Liu:
Guided Knowledge Generation with Language Models for Commonsense Reasoning. EMNLP (Findings) 2024: 1103-1136 - [c19]Qi Xu, Xiao Wei, Hang Yu, Qian Liu, Hao Fei:
Divide and Conquer: Legal Concept-guided Criminal Court View Generation. EMNLP (Findings) 2024: 3395-3410 - [c18]Meng Luo, Hao Fei, Bobo Li, Shengqiong Wu, Qian Liu, Soujanya Poria, Erik Cambria, Mong-Li Lee, Wynne Hsu:
PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis. ACM Multimedia 2024: 7667-7676 - [c17]Jinpeng Li, Hang Yu, Xiangfeng Luo, Qian Liu:
COSIGN: Contextual Facts Guided Generation for Knowledge Graph Completion. NAACL-HLT 2024: 1669-1682 - [i7]Jundong Xu, Hao Fei, Liangming Pan, Qian Liu, Mong-Li Lee, Wynne Hsu:
Faithful Logical Reasoning via Symbolic Chain-of-Thought. CoRR abs/2405.18357 (2024) - [i6]Hao Fei, Han Zhang, Bin Wang, Lizi Liao, Qian Liu, Erik Cambria:
EmpathyEar: An Open-source Avatar Multimodal Empathetic Chatbot. CoRR abs/2406.15177 (2024) - [i5]Meng Luo, Hao Fei, Bobo Li, Shengqiong Wu, Qian Liu, Soujanya Poria, Erik Cambria, Mong-Li Lee, Wynne Hsu:
PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis. CoRR abs/2408.09481 (2024) - [i4]Jundong Xu, Hao Fei, Meng Luo, Qian Liu, Liangming Pan, William Yang Wang, Preslav Nakov, Mong-Li Lee, Wynne Hsu:
Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework. CoRR abs/2412.16953 (2024) - [i3]Junyi Chen, Mengjia Wu, Qian Liu, Ying Ding, Yi Zhang:
Two Birds with One Stone: Improving Rumor Detection by Addressing the Unfairness Issue. CoRR abs/2412.20671 (2024) - 2023
- [j10]Qian Liu, Rui Mao, Xiubo Geng, Erik Cambria:
Semantic matching in machine reading comprehension: An empirical study. Inf. Process. Manag. 60(2): 103145 (2023) - [j9]Rui Mao, Qian Liu, Kai He, Wei Li, Erik Cambria:
The Biases of Pre-Trained Language Models: An Empirical Study on Prompt-Based Sentiment Analysis and Emotion Detection. IEEE Trans. Affect. Comput. 14(3): 1743-1753 (2023) - [j8]Heyan Huang, Xiao Liu, Ge Shi, Qian Liu:
Event Extraction With Dynamic Prefix Tuning and Relevance Retrieval. IEEE Trans. Knowl. Data Eng. 35(10): 9946-9958 (2023) - [j7]Qian Liu, Xiubo Geng, Heyan Huang, Tao Qin, Jie Lu, Daxin Jiang:
MGRC: An End-to-End Multigranularity Reading Comprehension Model for Question Answering. IEEE Trans. Neural Networks Learn. Syst. 34(5): 2594-2605 (2023) - [c16]Hao Fei, Qian Liu, Meishan Zhang, Min Zhang, Tat-Seng Chua:
Scene Graph as Pivoting: Inference-time Image-free Unsupervised Multimodal Machine Translation with Visual Scene Hallucination. ACL (1) 2023: 5980-5994 - [c15]Xiao Wei, Jianbao Huang, Hang Yu, Qian Liu:
PTCSpell: Pre-trained Corrector Based on Character Shape and Pinyin for Chinese Spelling Correction. ACL (Findings) 2023: 6330-6343 - [i2]Hao Fei, Qian Liu, Meishan Zhang, Min Zhang, Tat-Seng Chua:
Scene Graph as Pivoting: Inference-time Image-free Unsupervised Multimodal Machine Translation with Visual Scene Hallucination. CoRR abs/2305.12256 (2023) - 2022
- [c14]Erik Cambria, Rui Mao, Sooji Han, Qian Liu:
Sentic Parser: A Graph-Based Approach to Concept Extraction for Sentiment Analysis. ICDM (Workshops) 2022: 1-8 - [c13]Cuc Duong, Qian Liu, Rui Mao, Erik Cambria:
Saving Earth One Tweet at a Time through the Lens of Artificial Intelligence. IJCNN 2022: 1-9 - [c12]Aryan Rastogi, Qian Liu, Erik Cambria:
Stress Detection from Social Media Articles: New Dataset Benchmark and Analytical Study. IJCNN 2022: 1-8 - [c11]Erik Cambria, Qian Liu, Sergio Decherchi, Frank Xing, Kenneth Kwok:
SenticNet 7: A Commonsense-based Neurosymbolic AI Framework for Explainable Sentiment Analysis. LREC 2022: 3829-3839 - 2021
- [b1]Qian Liu:
Word Representation with Transferable Semantics. University of Technology Sydney, Australia, 2021 - [j6]Wenpeng Lu, Yuteng Zhang, Shoujin Wang, Heyan Huang, Qian Liu, Sheng Luo:
Concept Representation by Learning Explicit and Implicit Concept Couplings. IEEE Intell. Syst. 36(1): 6-15 (2021) - [j5]Heyan Huang, Qian Liu:
Domain structure-based transfer learning for cross-domain word representation. Inf. Fusion 76: 145-156 (2021) - [j4]Qian Liu, Jie Lu, Guangquan Zhang, Tao Shen, Zhihan Zhang, Heyan Huang:
Domain-specific meta-embedding with latent semantic structures. Inf. Sci. 555: 410-423 (2021) - [j3]Qian Liu, Heyan Huang, Junyu Xuan, Guangquan Zhang, Yang Gao, Jie Lu:
A Fuzzy Word Similarity Measure for Selecting Top-$k$ Similar Words in Query Expansion. IEEE Trans. Fuzzy Syst. 29(8): 2132-2144 (2021) - [c10]Atrik Das, Kushal Sai Gunturi, Aditya Chandrasekhar, Abhinandan Padhi, Qian Liu:
Automated Pipeline for Sentiment Analysis of Political Tweets. ICDM (Workshops) 2021: 128-135 - [c9]Harsh Patel, Xulang Zhang, Qian Liu:
Enhancing Negation Scope Detection using Multitask Learning. ICDM (Workshops) 2021: 179-185 - [c8]Qian Liu, Xiubo Geng, Jie Lu, Daxin Jiang:
Pivot-based Candidate Retrieval for Cross-lingual Entity Linking. WWW 2021: 1076-1085 - 2020
- [j2]Yang Gao, Yue Xu, Heyan Huang, Qian Liu, Linjing Wei, Luyang Liu:
Jointly Learning Topics in Sentence Embedding for Document Summarization. IEEE Trans. Knowl. Data Eng. 32(4): 688-699 (2020) - [c7]Jie Cai, Zhengzhou Zhu, Ping Nie, Qian Liu:
A Pairwise Probe for Understanding BERT Fine-Tuning on Machine Reading Comprehension. SIGIR 2020: 1665-1668 - [i1]Jie Cai, Zhengzhou Zhu, Ping Nie, Qian Liu:
A Pairwise Probe for Understanding BERT Fine-Tuning on Machine Reading Comprehension. CoRR abs/2006.01346 (2020)
2010 – 2019
- 2018
- [j1]Yi Zhang, Jie Lu, Feng Liu, Qian Liu, Alan L. Porter, Hongshu Chen, Guangquan Zhang:
Does deep learning help topic extraction? A kernel k-means clustering method with word embedding. J. Informetrics 12(4): 1099-1117 (2018) - [c6]Qian Liu, Heyan Huang, Guangquan Zhang, Yang Gao, Junyu Xuan, Jie Lu:
Semantic Structure-Based Word Embedding by Incorporating Concept Convergence and Word Divergence. AAAI 2018: 5261-5268 - [c5]Qian Liu, Heyan Huang, Yang Gao, Xiaochi Wei, Yuxin Tian, Luyang Liu:
Task-oriented Word Embedding for Text Classification. COLING 2018: 2023-2032 - [c4]Yang Wang, Chong Feng, Qian Liu:
Construction of a Multi-dimensional Vectorized Affective Lexicon. NLPCC (2) 2018: 319-329 - 2017
- [c3]Qian Liu, Heyan Huang, Yang Gao, Xiaochi Wei, Ruiying Geng:
Leveraging Pattern Associations for Word Embedding Models. DASFAA (1) 2017: 423-438 - [c2]Qian Liu, Heyan Huang, Jie Lu, Yang Gao, Guangquan Zhang:
Enhanced word embedding similarity measures using fuzzy rules for query expansion. FUZZ-IEEE 2017: 1-6 - [c1]Yang Gao, Linjing Wei, Heyan Huang, Qian Liu:
Topical Sentence Embedding for Query Focused Document Summarization. SML@IJCAI 2017: 21-26
Coauthor Index
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