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ORCIDQi Liu 0003
Person information
- affiliation: University of Science and Technology of China, School of Artifical Intelligence and Data Science, State Key Laboratory of Cognitive Intelligence, Hefei, China
- affiliation: University of Science and Technology of China, School of Computer Science and Technology, Anhui Province Key Laboratory of Big Data Analysis and Application, Hefei, China
Other persons with the same name
- Qi Liu — disambiguation page
- Qi Liu 0001
![[0000-0002-8485-3582]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-8485-3582")
— Nanjing University of Information Science and Technology, School of Software, Nanjing, China (and 3 more) - Qi Liu 0002 — Hubei University for Nationalities, Department of Mathematics, Enshi, China
- Qi Liu 0004 — Xi'an University of Science and Technology, School of Energy, China
- Qi Liu 0005 — South China University of Technology, School of Future Technology, Guangzhou, China (and 2 more)
- Qi Liu 0006 — Shanghai Jiao Tong University, School of Biomedical Engineering, China
- Qi Liu 0007 — Tsinghua University, State Key Laboratory of Automotive Safety and Energy / Department of Automotive Engineering, Beijing, China
- Qi Liu 0008 — Virginia Tech, Blacksburg, VA, USA
- Qi Liu 0009 — Carleton University, Department of Systems and Computer Engineering, Ottawa, ON, Canada
- Qi Liu 0010 — Fudan University, State Key Laboratory of ASIC and System, Frontier Institute of Chip and System, Shanghai, China (and 2 more)
- Qi Liu 0011 — China University of Petroleum, College of Mechanical and Electronic Engineering, Qingdao, China
- Qi Liu 0012 — Mount Sinai Hospital, New York, NY, USA (and 1 more)
- Qi Liu 0013 — Hangzhou Dianzi University, Smart City Research Center of Zhejiang Province, China (and 1 more)
- Qi Liu 0014 — Shanghai Jiao Tong University, Shanghai, China (and 1 more)
- Qi Liu 0015 — Zhengzhou University, School of Software Technology, China
- Qi Liu 0016 — Hainan University, State Key Laboratory of Marine Resource Utilization in South China Sea / School of Information and Communication Engineering, Haikou, China
- Qi Liu 0017 — Lehigh University, Bethlehem, PA, USA (and 1 more)
- Qi Liu 0018 — Shanghai Jiao Tong University, MoE Key Lab of Artificial Intelligence, Shanghai, China (and 1 more)
- Qi Liu 0019 — Tongji University, College of Life Science and Biotechnology, Shanghai, China
- Qi Liu 0020 — Beijing Institute of Technology, School of Mechanical Engineering, Beijing, China
- Qi Liu 0021 — Beijing Institute of Technology, School of Mathematics and Statistics, Beijing, China
- Qi Liu 0022 — University of Illinois at Urbana-Champaign, Department of Mathematics, Urbana, IL, USA
- Qi Liu 0023 — Karlsruhe Institute of Technology, Institute for Automation and Applied Informatics, Eggenstein-Leopoldshafen, Germany
- Qi Liu 0024 — Vanderbilt University Medical Center, Department of Biostatistics, Nashville, TN, USA (and 2 more)
- Qi Liu 0025 — China University of Geosciences, School of Economics and Management, Wuhan, China
- Qi Liu 0026 — Southeast University, School of Transportation, Nanjing, China
- Qi Liu 0027 — Harbin Institute of Technology, Department of Control Science and Engineering, Shenzhen, China
- Qi Liu 0028 — Sun Yat-Sen University, School of Mathematics, Guangzhou, China
- Qi Liu 0029 — Shandong University, School of Information Science and Engineering, Qingdao, China
- Qi Liu 0030 — Southeast University, School of Energy and Environment,, Nanjing, China
- Qi Liu 0031 — Southeast University, National Mobile Communications Research Laboratory, Nanjing, China
- Qi Liu 0032 — Harbin Institute of Technology, State Key Laboratory of Robotics and System, Harbin, China
- Qi Liu 0033 — Shenyang Agriculture University, College of the Land and the Environment, Shenyang, China (and 1 more)
- Qi Liu 0034 — Zhejiang Normal University, College of Mathematics and Computer Science, Jinhua, China
- Qi Liu 0035 — Huangshan University, School of Information Engineering, Huangshan, China (and 2 more)
- Qi Liu 0036 — Guangdong University of Technology, School of Information Engineering, Department of Electromechanical Engineering, Guangzhou, China
- Qi Liu 0037 — University of Chinese Academy of Sciences, College of Earth and Planetary Sciences, Beijing, China (and 1 more)
- Qi Liu 0038 — University of Science and Technology of China, School of Earth and Space Sciences, Hefei, China
- Qi Liu 0039 — Chinese Academy of Agricultural Sciences, Beijing, China
- Qi Liu 0040 — Beijing University of Civil Engineering and Architecture, School of Mechanical-Electronic and Vehicle Engineering, Beijing, China
- Qi Liu 0041 — University of Science and Technology Beijing, School of Computer and Communication Engineering, USTB-EEasyTech Joint Lab of Artificial Intelligence, Beijing, China
- Qi Liu 0042 — City University of Hong Kong, Department of Electrical Engineering, Laboratory for Computational Neuroscience, Hong Kong
- Qi Liu 0043 — New York University, Department of Civil and Urban Engineering, New York, NY, USA
- Qi Liu 0044 — State Grid Xuzhou Power Supply Company, Xuzhou, China (and 1 more)
- Qi Liu 0045 — Sichuan University, Business School, Chengdu, China
- Qi Liu 0046 — Sichuan University, School of Electrical Engineering and Information, Chengdu, China
- Qi Liu 0047 — Xi'an Jiaotong University, School of Management, Key Lab of the Ministry of Education for Process Control and Efficiency Engineering, Xi'an, China
- Qi Liu 0048 — Chinese Academy of Sciences, Beijing Institute of Genomics, Beijing, China
- Qi Liu 0049 — University of Hong Kong, Department of Computer Science, Hong Kong (and 2 more)
- Qi Liu 0050 — Tencent, WeChat Search Application Department, Shenzhen, China
- Qi Liu 0051 — Universitat Politècnica de Catalunya, Department of Mathematics, Barcelona, Spain
- Qi Liu 0052 — Unsupervised Inc., Boulder, CO, USA (and 2 more)
- Qi Liu 0053 — East China Jiaotong University, School of Information Engineering, Nanchang, China
- Qi Liu 0054 — Northwestern Polytechnical University, School of Electronics and Information, Xi'an, China (and 2 more)
- Qi Liu 0055 — National University of Singapore, NUS Business School, Singapore
- Qi Liu 0056 — Southeast University, School of Computer Science and Engineering, Nanjing, China (and 1 more)
- Qi Liu 0057 — Shanghai Jiao Tong University, Department of Automation, Shanghai, China
- Qi Liu 0058 — National University of Defense Technology, College of Electronic Science and Technology, Changsha, China
- Qi Liu 0059 — Hunan University, College of Electrical and Information Engineering, Changsha, China
- Qi Liu 0060 — Hohai University, College of Energy and Electrical Engineering, Nanjing, China
- Qi Liu 0061 — Sun Yat-sen University, Guangzhou, China
- Qi Liu 0062 — Tokyo Institute of Technology, Department of Systems and Control Engineering, Tokyo, Japan (and 1 more)
- Qi Liu 0063 — Woosuk University, Department of Education, Wanju, South Korea
- Qi Liu 0064 — University of Chinese Academy of Sciences, School of Artificial Intelligence, Beijing, China
- Qi Liu 0065 — Qilu University of Technology, Shandong Academy of Sciences, Shandong Computer Science Center (National Supercomputer Center in Jinan), Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Jinan, China
- Qi Liu 0066 — Wuhan University of Technology, School of Mechanical and Electronic Engineering, Wuhan, China
- Qi Liu 0067 — Beijing Institute of Technology, School of Computer Science and Technology, Beijing, China
- Qi Liu 0068 — Beijing Institute of Technology, School of Cyberspace Science and Technology, Beijing, China
- Qi Liu 0069 — University of Roehampton, Roehampton Business School, London, UK
- Qi Liu 0070 — Shandong University, Qingdao, China
- Qi Liu 0071 — Renmin University of China, Beijing, China
- Qi Liu 0072 — Xiamen University of Technology, School of Mechanical Engineering and Automotive Engineering, China
- Qi Liu 0073 — Beibu Gulf University, School of Machinery and Shipbuilding, China
- Qi Liu 0074 — PLA, No.92493 Troops of PLA, Unit 60, Huludao, China
- Qi Liu 0075 — Harbin Institute of Technology, School of Electrical Engineering and Automation, Harbin, China
- Qi Liu 0076 — South China University of Technology, School of Design, Guangzhou Higher Education Mega Centre, Guangzhou, China
- Qi Liu 0077 — City University of Hong Kong, Department of Physics, Hong Kong (and 1 more)
- Qi Liu 0078 — Guangdong University of Science and Technology, Finance & Economics School (FES), China
- Qi Liu 0079 — Hubei University of Technology, School of Computer Science, Wuhan, China
- Qi Liu 0080 — Peking University, Academy for Advanced Interdisciplinary Studies, Center for Quantitative Biology and Peking-Tsinghua Center for Life Sciences, Beijing, China
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2020 – today
- 2025
[j101]Shuting Li, Shuanghong Shen, Yu Su, Xinjie Sun, Junyu Lu, Qi Mo, Zhenyi Wu, Qi Liu:
STHKT: Spatiotemporal Knowledge Tracing with Topological Hawkes Process. Expert Syst. Appl. 259: 125248 (2025)- 2024
- [j100]Zheng Zhang, Le Wu, Qi Liu, Jiayu Liu, Zhenya Huang, Yu Yin, Yan Zhuang, Weibo Gao, Enhong Chen:
Understanding and improving fairness in cognitive diagnosis. Sci. China Inf. Sci. 67(5) (2024) - [j99]Hao Jiang, Yanhui Tong, Bowen Song, Chao Wang, Jiahang Li, Qi Liu, Xingyi Zhang:
A robustness division based multi-population evolutionary algorithm for solving vehicle routing problems with uncertain demand. Eng. Appl. Artif. Intell. 133: 108004 (2024) - [j98]Yu Su, Shuanghong Shen, Linbo Zhu, Le Wu, Zhenya Huang, Zeyu Cheng, Qi Liu, Shijin Wang:
Global and local neural cognitive modeling for student performance prediction. Expert Syst. Appl. 237(Part C): 121637 (2024) - [j97]Xinjie Sun, Kai Zhang, Shuanghong Shen, Fei Wang, Yuxiang Guo, Qi Liu:
Target hierarchy-guided knowledge tracing : Fine-grained knowledge state modeling. Expert Syst. Appl. 251: 123898 (2024) - [j96]Yu Su, Xuejie Yang, Junyu Lu, Yu Liu, Ze Han, Shuanghong Shen, Zhenya Huang, Qi Liu:
Multi-task Information Enhancement Recommendation model for educational Self-Directed Learning System. Expert Syst. Appl. 252: 124073 (2024) - [j95]Yu Su, Ze Han, Shuanghong Shen, Xuejie Yang, Zhenya Huang, Jinze Wu, Huawei Zhou, Qi Liu:
Constructing a Confidence-guided Multigraph Model for cognitive diagnosis in personalized learning. Expert Syst. Appl. 252: 124259 (2024) - [j94]Ruijun Sun, Hanqin Tao, Yanmin Chen, Qi Liu:
HACAN: a hierarchical answer-aware and context-aware network for question generation. Frontiers Comput. Sci. 18(5) (2024) - [j93]Mingyue Cheng, Qi Liu, Wenyu Zhang, Zhiding Liu, Hongke Zhao, Enhong Chen:
A general tail item representation enhancement framework for sequential recommendation. Frontiers Comput. Sci. 18(6): 186333 (2024) - [j92]Bin Feng, Shulan Ruan, Likang Wu, Huijie Liu, Kai Zhang, Kun Zhang, Qi Liu, Enhong Chen:
Caption matters: a new perspective for knowledge-based visual question answering. Knowl. Inf. Syst. 66(11): 6975-7003 (2024) - [j91]Xinjie Sun, Kai Zhang, Qi Liu, Meikai Bao, Yanjiang Chen:
Harnessing domain insights: A prompt knowledge tuning method for aspect-based sentiment analysis. Knowl. Based Syst. 298: 111975 (2024) - [j90]Han Wu, Guanqi Zhu, Qi Liu, Hengshu Zhu, Hao Wang, Hongke Zhao, Chuanren Liu, Enhong Chen, Hui Xiong:
A Multi-Aspect Neural Tensor Factorization Framework for Patent Litigation Prediction. IEEE Trans. Big Data 10(1): 35-54 (2024) - [j89]Haoyang Bi, Qi Liu, Han Wu, Weidong He, Zhenya Huang, Yu Yin, Haiping Ma, Yu Su, Shijin Wang, Enhong Chen:
Model-Agnostic Adaptive Testing for Intelligent Education Systems via Meta-learned Gradient Embeddings. ACM Trans. Intell. Syst. Technol. 15(5): 95:1-95:26 (2024) - [j88]Linan Yue, Qi Liu, Binbin Jin, Han Wu, Yanqing An:
A Circumstance-Aware Neural Framework for Explainable Legal Judgment Prediction. IEEE Trans. Knowl. Data Eng. 36(11): 5453-5467 (2024) - [j87]Yang Liu, Chang Xu, Min Hou, Weiqing Liu, Jiang Bian, Qi Liu, Tie-Yan Liu:
Digger-Guider: High-Frequency Factor Extraction for Stock Trend Prediction. IEEE Trans. Knowl. Data Eng. 36(12): 7973-7985 (2024) - [j86]Defu Lian, Zhenguo Gao, Xia Song, Yucheng Li, Qi Liu, Enhong Chen:
Training Recommenders Over Large Item Corpus With Importance Sampling. IEEE Trans. Knowl. Data Eng. 36(12): 9433-9447 (2024) - [j85]Shuanghong Shen, Qi Liu, Zhenya Huang, Yonghe Zheng, Minghao Yin, Minjuan Wang, Enhong Chen:
A Survey of Knowledge Tracing: Models, Variants, and Applications. IEEE Trans. Learn. Technol. 17: 1898-1919 (2024) - [j84]Shulan Ruan, Kun Zhang, Le Wu, Tong Xu, Qi Liu, Enhong Chen:
Color Enhanced Cross Correlation Net for Image Sentiment Analysis. IEEE Trans. Multim. 26: 4097-4109 (2024) - [j83]Xin Lin, Zhenya Huang, Hongke Zhao, Enhong Chen, Qi Liu, Defu Lian, Xin Li, Hao Wang:
Learning Relation-Enhanced Hierarchical Solver for Math Word Problems. IEEE Trans. Neural Networks Learn. Syst. 35(10): 13830-13844 (2024) - [j82]Yanmin Chen, Enhong Chen, Kun Zhang, Qi Liu, Ruijun Sun:
A relation-aware representation approach for the question matching system. World Wide Web (WWW) 27(2): 17 (2024) - [j81]Jin Chen, Zheng Liu, Xu Huang, Chenwang Wu, Qi Liu, Gangwei Jiang, Yuanhao Pu, Yuxuan Lei, Xiaolong Chen, Xingmei Wang, Kai Zheng, Defu Lian, Enhong Chen:
When large language models meet personalization: perspectives of challenges and opportunities. World Wide Web (WWW) 27(4): 42 (2024) - [j80]Likang Wu, Zhi Zheng, Zhaopeng Qiu, Hao Wang, Hongchao Gu, Tingjia Shen, Chuan Qin, Chen Zhu, Hengshu Zhu, Qi Liu, Hui Xiong, Enhong Chen:
A survey on large language models for recommendation. World Wide Web (WWW) 27(5): 60 (2024) - [c259]Weibo Gao, Qi Liu, Hao Wang, Linan Yue, Haoyang Bi, Yin Gu, Fangzhou Yao, Zheng Zhang, Xin Li, Yuanjing He:
Zero-1-to-3: Domain-Level Zero-Shot Cognitive Diagnosis via One Batch of Early-Bird Students towards Three Diagnostic Objectives. AAAI 2024: 8417-8426 - [c258]Rui Li, Liyang He, Qi Liu, Yuze Zhao, Zheng Zhang, Zhenya Huang, Yu Su, Shijin Wang:
CONSIDER: Commonalities and Specialties Driven Multilingual Code Retrieval Framework. AAAI 2024: 8679-8687 - [c257]Qi Liu, Xuyang Hou, Defu Lian, Zhe Wang, Haoran Jin, Jia Cheng, Jun Lei:
AT4CTR: Auxiliary Match Tasks for Enhancing Click-Through Rate Prediction. AAAI 2024: 8787-8795 - [c256]Yin Gu, Kai Zhang, Qi Liu, Weibo Gao, Longfei Li, Jun Zhou:
π-Light: Programmatic Interpretable Reinforcement Learning for Resource-Limited Traffic Signal Control. AAAI 2024: 21107-21115 - [c255]Yanghai Zhang, Ye Liu, Shiwei Wu, Kai Zhang, Xukai Liu, Qi Liu, Enhong Chen:
Leveraging Entity Information for Cross-Modality Correlation Learning: The Entity-Guided Multimodal Summarization. ACL (Findings) 2024: 9851-9862 - [c254]Yuze Zhao, Zhenya Huang, Yixiao Ma, Rui Li, Kai Zhang, Hao Jiang, Qi Liu, Linbo Zhu, Yu Su:
RePair: Automated Program Repair with Process-based Feedback. ACL (Findings) 2024: 16415-16429 - [c253]Liu Che, Tong Xu, Qi Liu, Zhi Zheng, Jingyu Peng, Enhong Chen:
MERGE: Multi-view Relationship Graph Network for Event-Driven Stock Movement Prediction. APWeb/WAIM (3) 2024: 224-239 - [c252]Yuxiang Guo, Shuanghong Shen, Qi Liu, Zhenya Huang, Linbo Zhu, Yu Su, Enhong Chen:
Mitigating Cold-Start Problems in Knowledge Tracing with Large Language Models: An Attribute-aware Approach. CIKM 2024: 727-736 - [c251]Dongxuan Han, Qi Liu, Siqi Lei, Shiwei Tong, Wei Huang:
HeckmanCD: Exploiting Selection Bias in Cognitive Diagnosis. CIKM 2024: 768-777 - [c250]Qi Liu, Yongyi He, Tong Xu, Defu Lian, Che Liu, Zhi Zheng, Enhong Chen:
UniMEL: A Unified Framework for Multimodal Entity Linking with Large Language Models. CIKM 2024: 1909-1919 - [c249]Shangzi Xue, Zhenya Huang, Xin Lin, Jiayu Liu, Longhu Qin, Tianhuang Su, Haifeng Liu, Qi Liu:
Enhancing the Completeness of Rationales for Multi-Step Question Answering. CIKM 2024: 2753-2763 - [c248]Rujiao Zhang, Hao Zhang, Yucong Luo, Zhiding Liu, Mingyue Cheng, Qi Liu, Enhong Chen:
Learning the Dynamics in Sequential Recommendation by Exploiting Real-time Information. CIKM 2024: 4288-4292 - [c247]Weizhe Huang, Shuanghong Shen, Zhenya Huang, Qi Liu, Junyu Lu, Yu Su:
Modeling Learning Transfer Effects in Knowledge Tracing: A Dynamic and Bidirectional Perspective. DASFAA (2) 2024: 99-114 - [c246]Zirui Hu, Zheng Zhang, Qi Liu, Haoyang Bi, Zhenya Huang, Qingyang Mao, Weibo Gao, Wenjun Feng:
Mitigating Bias with Incomplete Sensitive Labels: A Confidence-Based Randomization Framework. DASFAA (4) 2024: 139-155 - [c245]Kehang Wang, Ye Liu, Kai Zhang, Qi Liu, Yankun Ren, Xinxing Yang, Longfei Li, Jun Zhou:
QoMRC: Query-oriented Machine Reading Comprehension Framework for Aspect Sentiment Triplet Extraction. DASFAA (5) 2024: 173-189 - [c244]Mingyue Cheng, Hao Zhang, Qi Liu, Fajie Yuan, Zhi Li, Zhenya Huang, Enhong Chen, Jun Zhou, Longfei Li:
Empowering Sequential Recommendation from Collaborative Signals and Semantic Relatedness. DASFAA (3) 2024: 196-211 - [c243]Linan Yue, Qi Liu, Yichao Du, Weibo Gao, Ye Liu, Fangzhou Yao:
FedJudge: Federated Legal Large Language Model. DASFAA (5) 2024: 268-285 - [c242]Ye Liu, Kai Zhang, Aoran Gan, Linan Yue, Feng Hu, Qi Liu, Enhong Chen:
Empowering Few-Shot Relation Extraction with The Integration of Traditional RE Methods and Large Language Models. DASFAA (5) 2024: 349-359 - [c241]Junzhe Jiang, Shang Qu, Mingyue Cheng, Qi Liu, Zhiding Liu, Hao Zhang, Rujiao Zhang, Kai Zhang, Rui Li, Jiatong Li, Min Gao:
Reformulating Sequential Recommendation: Learning Dynamic User Interest with Content-enriched Language Modeling. DASFAA (3) 2024: 353-362 - [c240]Hao Zhang, Mingyue Cheng, Qi Liu, Yucong Luo, Rui Li, Enhong Chen:
Learning Recommender Systems with Soft Target: A Decoupled Perspective. DASFAA (3) 2024: 363-373 - [c239]Yanqing An, Linan Yue, Weibo Gao, Kai Zhang, Qi Liu:
Post-hoc Facts augmented Legal Judgment Prediction. DASFAA (2) 2024: 476-485 - [c238]Rui Li, Qi Liu, Liyang He, Zheng Zhang, Hao Zhang, Shengyu Ye, Junyu Lu, Zhenya Huang:
Optimizing Code Retrieval: High-Quality and Scalable Dataset Annotation through Large Language Models. EMNLP 2024: 2053-2065 - [c237]Cheng Cheng, Guanhao Zhao, Zhenya Huang, Yan Zhuang, Zhaoyuan Pan, Qi Liu, Xin Li, Enhong Chen:
Towards Explainable Computerized Adaptive Testing with Large Language Model. EMNLP (Findings) 2024: 2655-2672 - [c236]Ziqi Wang, Chen Zhu, Zhi Zheng, Xinhang Li, Tong Xu, Yongyi He, Qi Liu, Ying Yu, Enhong Chen:
Granular Entity Mapper: Advancing Fine-grained Multimodal Named Entity Recognition and Grounding. EMNLP (Findings) 2024: 3211-3226 - [c235]Xukai Liu, Ye Liu, Kai Zhang, Kehang Wang, Qi Liu, Enhong Chen:
OneNet: A Fine-Tuning Free Framework for Few-Shot Entity Linking via Large Language Model Prompting. EMNLP 2024: 13634-13651 - [c234]Linan Yue, Qi Liu, Yichao Du, Li Wang, Weibo Gao, Yanqing An:
Towards Faithful Explanations: Boosting Rationalization with Shortcuts Discovery. ICLR 2024 - [c233]Junhao Yu, Yan Zhuang, Zhenya Huang, Qi Liu, Xin Li, Rui Li, Enhong Chen:
A Unified Adaptive Testing System Enabled by Hierarchical Structure Search. ICML 2024 - [c232]Linan Yue, Qi Liu, Weibo Gao, Ye Liu, Kai Zhang, Yichao Du, Li Wang, Fangzhou Yao:
Federated Self-Explaining GNNs with Anti-shortcut Augmentations. ICML 2024 - [c231]Yifan Zheng, Wenjun Ke, Qi Liu, Yuting Yang, Ruizhuo Zhao, Dacheng Feng, Jianwei Zhang, Zhi Fang:
Making LLMs as Fine-Grained Relation Extraction Data Augmentor. IJCAI 2024: 6660-6668 - [c230]Shunxing Bao, Junlin Guo, Ho Hin Lee, Ruining Deng, Can Cui, Lucas W. Remedios, Quan Liu, Qi Yang, Kaiwen Xu, Xin Yu, Jia Li, Yike Li, Joseph T. Roland, Qi Liu, Ken S. Lau, Keith T. Wilson, Lori A. Coburn, Bennett A. Landman, Yuankai Huo:
Mitigating Over-Saturated Fluorescence Images Through a Semi-Supervised Generative Adversarial Network. ISBI 2024: 1-5 - [c229]Fangzhou Yao, Qi Liu, Linan Yue, Weibo Gao, Jiatong Li, Xin Li, Yuanjing He:
AdaRD: An Adaptive Response Denoising Framework for Robust Learner Modeling. KDD 2024: 3886-3895 - [c228]Zirui Hu, Zheng Zhang, Wenjun Feng, Qi Liu:
Achieving Universal Fairness in Machine Learning: A Multi-objective Optimization Perspective. KSEM (2) 2024: 164-179 - [c227]Liyang He, Zhenya Huang, Chenglong Liu, Rui Li, Runze Wu, Qi Liu, Enhong Chen:
One-bit Deep Hashing: Towards Resource-Efficient Hashing Model with Binary Neural Network. ACM Multimedia 2024: 7162-7171 - [c226]Jinze Wu, Haotian Zhang, Zhenya Huang, Liang Ding, Qi Liu, Jing Sha, Enhong Chen, Shijin Wang:
Graph-based Student Knowledge Profile for Online Intelligent Education. SDM 2024: 379-387 - [c225]Lili Zhao, Qi Liu, Linan Yue, Wei Chen, Liyi Chen, Ruijun Sun, Chao Song:
COMI: COrrect and MItigate Shortcut Learning Behavior in Deep Neural Networks. SIGIR 2024: 218-228 - [c224]Linan Yue, Qi Liu, Lili Zhao, Li Wang, Weibo Gao, Yanqing An:
Event Grounded Criminal Court View Generation with Cooperative (Large) Language Models. SIGIR 2024: 2221-2230 - [c223]Qingyang Mao, Qi Liu, Zhi Li, Likang Wu, Bing Lv, Zheng Zhang:
Cross-reconstructed Augmentation for Dual-target Cross-domain Recommendation. SIGIR 2024: 2352-2356 - [c222]Zhe Yang, Qi Liu, Kai Zhang, Shiwei Tong, Enhong Chen:
GAP: A Grammar and Position-Aware Framework for Efficient Recognition of Multi-Line Mathematical Formulas. WSDM 2024: 901-910 - [c221]Linan Yue, Qi Liu, Ye Liu, Weibo Gao, Fangzhou Yao, Wenfeng Li:
Cooperative Classification and Rationalization for Graph Generalization. WWW 2024: 344-352 - [c220]Mingyue Cheng, Hao Zhang, Jiqian Yang, Qi Liu, Li Li, Xin Huang, Liwei Song, Zhi Li, Zhenya Huang, Enhong Chen:
Towards Personalized Evaluation of Large Language Models with An Anonymous Crowd-Sourcing Platform. WWW (Companion Volume) 2024: 1035-1038 - [c219]Zheng Zhang, Qi Liu, Zirui Hu, Yi Zhan, Zhenya Huang, Weibo Gao, Qingyang Mao:
Enhancing Fairness in Meta-learned User Modeling via Adaptive Sampling. WWW 2024: 3241-3252 - [c218]Jiatong Li, Qi Liu, Fei Wang, Jiayu Liu, Zhenya Huang, Fangzhou Yao, Linbo Zhu, Yu Su:
Towards the Identifiability and Explainability for Personalized Learner Modeling: An Inductive Paradigm. WWW 2024: 3420-3431 - [c217]Fei Wang, Qi Liu, Enhong Chen, Chuanren Liu, Zhenya Huang, Jinze Wu, Shijin Wang:
Unified Uncertainty Estimation for Cognitive Diagnosis Models. WWW 2024: 3545-3554 - [i123]Zaixi Zhang, Qingyong Hu, Yang Yu, Weibo Gao, Qi Liu:
FedGT: Federated Node Classification with Scalable Graph Transformer. CoRR abs/2401.15203 (2024) - [i122]Linan Yue, Qi Liu, Ye Liu, Weibo Gao, Fangzhou Yao, Wenfeng Li:
Cooperative Classification and Rationalization for Graph Generalization. CoRR abs/2403.06239 (2024) - [i121]Mingyue Cheng, Hao Zhang, Qi Liu, Fajie Yuan, Zhi Li, Zhenya Huang, Enhong Chen, Jun Zhou, Longfei Li:
Empowering Sequential Recommendation from Collaborative Signals and Semantic Relatedness. CoRR abs/2403.07623 (2024) - [i120]Linan Yue, Qi Liu, Yichao Du, Li Wang, Weibo Gao, Yanqing An:
Towards Faithful Explanations: Boosting Rationalization with Shortcuts Discovery. CoRR abs/2403.07955 (2024) - [i119]Mingyue Cheng, Hao Zhang, Jiqian Yang, Qi Liu, Li Li, Xin Huang, Liwei Song, Zhi Li, Zhenya Huang, Enhong Chen:
Towards Personalized Evaluation of Large Language Models with An Anonymous Crowd-Sourcing Platform. CoRR abs/2403.08305 (2024) - [i118]Fei Wang, Haoyu Liu, Haoyang Bi, Xiangzhuang Shen, Renyu Zhu, Runze Wu, Minmin Lin, Tangjie Lv, Changjie Fan, Qi Liu, Zhenya Huang, Enhong Chen:
A Dataset for the Validation of Truth Inference Algorithms Suitable for Online Deployment. CoRR abs/2403.08826 (2024) - [i117]Fei Wang, Qi Liu, Enhong Chen, Chuanren Liu, Zhenya Huang, Jinze Wu, Shijin Wang:
Unified Uncertainty Estimation for Cognitive Diagnosis Models. CoRR abs/2403.14676 (2024) - [i116]Qi Liu, Yan Zhuang, Haoyang Bi, Zhenya Huang, Weizhe Huang, Jiatong Li, Junhao Yu, Zirui Liu, Zirui Hu, Yuting Hong, Zachary A. Pardos, Haiping Ma, Mengxiao Zhu, Shijin Wang, Enhong Chen:
Survey of Computerized Adaptive Testing: A Machine Learning Perspective. CoRR abs/2404.00712 (2024) - [i115]Linan Yue, Qi Liu, Lili Zhao, Li Wang, Weibo Gao, Yanqing An:
Event Grounded Criminal Court View Generation with Cooperative (Large) Language Models. CoRR abs/2404.07001 (2024) - [i114]Xingmei Wang, Weiwen Liu, Xiaolong Chen, Qi Liu, Xu Huang, Defu Lian, Xiangyang Li, Yasheng Wang, Zhenhua Dong, Ruiming Tang:
CELA: Cost-Efficient Language Model Alignment for CTR Prediction. CoRR abs/2405.10596 (2024) - [i113]Runlong Yu, Qixiang Shao, Qi Liu, Huan Liu, Enhong Chen:
Cognitive Evolutionary Learning to Select Feature Interactions for Recommender Systems. CoRR abs/2405.18708 (2024) - [i112]Jiatong Li, Renjun Hu, Kunzhe Huang, Yan Zhuang, Qi Liu, Mengxiao Zhu, Xing Shi, Wei Lin:
PertEval: Unveiling Real Knowledge Capacity of LLMs with Knowledge-Invariant Perturbations. CoRR abs/2405.19740 (2024) - [i111]Zhenya Huang, Yuting Ning, Longhu Qin, Shiwei Tong, Shangzi Xue, Tong Xiao, Xin Lin, Jiayu Liu, Qi Liu, Enhong Chen, Shijing Wang:
EduNLP: Towards a Unified and Modularized Library for Educational Resources. CoRR abs/2406.01276 (2024) - [i110]Fei Wang, Weibo Gao, Qi Liu, Jiatong Li, Guanhao Zhao, Zheng Zhang, Zhenya Huang, Mengxiao Zhu, Shijin Wang, Wei Tong, Enhong Chen:
A Survey of Models for Cognitive Diagnosis: New Developments and Future Directions. CoRR abs/2407.05458 (2024) - [i109]Ye Liu, Jiajun Zhu, Kai Zhang, Haoyu Tang, Yanghai Zhang, Xukai Liu, Qi Liu, Enhong Chen:
Detect, Investigate, Judge and Determine: A Novel LLM-based Framework for Few-shot Fake News Detection. CoRR abs/2407.08952 (2024) - [i108]Ye Liu, Kai Zhang, Aoran Gan, Linan Yue, Feng Hu, Qi Liu, Enhong Chen:
Empowering Few-Shot Relation Extraction with The Integration of Traditional RE Methods and Large Language Models. CoRR abs/2407.08967 (2024) - [i107]Qi Liu, Yongyi He, Defu Lian, Zhi Zheng, Tong Xu, Liu Che, Enhong Chen:
UniMEL: A Unified Framework for Multimodal Entity Linking with Large Language Models. CoRR abs/2407.16160 (2024) - [i106]Haoyu Tang, Ye Liu, Xukai Liu, Kai Zhang, Yanghai Zhang, Qi Liu, Enhong Chen:
Learn while Unlearn: An Iterative Unlearning Framework for Generative Language Models. CoRR abs/2407.20271 (2024) - [i105]Yanghai Zhang, Ye Liu, Shiwei Wu, Kai Zhang, Xukai Liu, Qi Liu, Enhong Chen:
Leveraging Entity Information for Cross-Modality Correlation Learning: The Entity-Guided Multimodal Summarization. CoRR abs/2408.03149 (2024) - [i104]Yin Gu, Qi Liu, Zhi Li, Kai Zhang:
KnowPC: Knowledge-Driven Programmatic Reinforcement Learning for Zero-shot Coordination. CoRR abs/2408.04336 (2024) - [i103]Yuze Zhao, Zhenya Huang, Yixiao Ma, Rui Li, Kai Zhang, Hao Jiang, Qi Liu, Linbo Zhu, Yu Su:
RePair: Automated Program Repair with Process-based Feedback. CoRR abs/2408.11296 (2024) - [i102]Wuchao Li, Rui Huang, Haijun Zhao, Chi Liu, Kai Zheng, Qi Liu, Na Mou, Guorui Zhou, Defu Lian, Yang Song, Wentian Bao, Enyun Yu, Wenwu Ou:
DimeRec: A Unified Framework for Enhanced Sequential Recommendation via Generative Diffusion Models. CoRR abs/2408.12153 (2024) - [i101]Qi Liu, Xingyuan Tang, Jianqiang Huang, Xiangqian Yu, Haoran Jin, Jin Chen, Yuanhao Pu, Defu Lian, Tan Qu, Zhe Wang, Jia Cheng, Jun Lei:
Efficient Transfer Learning Framework for Cross-Domain Click-Through Rate Prediction. CoRR abs/2408.16238 (2024) - [i100]Yuqing Huang, Rongyang Zhang, Xuesong He, Xuyang Zhi, Hao Wang, Xin Li, Feiyang Xu, Deguang Liu, Huadong Liang, Yi Li, Jian Cui, Zimu Liu, Shijin Wang, Guoping Hu, Guiquan Liu, Qi Liu, Defu Lian, Enhong Chen:
ChemEval: A Comprehensive Multi-Level Chemical Evaluation for Large Language Models. CoRR abs/2409.13989 (2024) - [i99]Li Li, Mingyue Cheng, Zhiding Liu, Hao Zhang, Qi Liu, Enhong Chen:
Pre-trained Language Model and Knowledge Distillation for Lightweight Sequential Recommendation. CoRR abs/2409.14810 (2024) - [i98]Jie Ouyang, Yucong Luo, Mingyue Cheng, Daoyu Wang, Shuo Yu, Qi Liu, Enhong Chen:
Revisiting the Solution of Meta KDD Cup 2024: CRAG. CoRR abs/2409.15337 (2024) - [i97]Daoyu Wang, Mingyue Cheng, Zhiding Liu, Qi Liu, Enhong Chen:
Diffusion Auto-regressive Transformer for Effective Self-supervised Time Series Forecasting. CoRR abs/2410.05711 (2024) - [i96]Hao Zhang, Mingyue Cheng, Qi Liu, Yucong Luo, Rui Li, Enhong Chen:
Learning Recommender Systems with Soft Target: A Decoupled Perspective. CoRR abs/2410.06536 (2024) - [i95]Juncheng Long, Honglei Su, Qi Liu, Hui Yuan, Wei Gao, Jiarun Song, Zhou Wang:
Perceptual Quality Assessment of Trisoup-Lifting Encoded 3D Point Clouds. CoRR abs/2410.06689 (2024) - [i94]Dongshuai Duan, Honglei Su, Qi Liu, Hui Yuan, Wei Gao, Jiarun Song, Zhou Wang:
Perceptual Quality Assessment of Octree-RAHT Encoded 3D Point Clouds. CoRR abs/2410.06729 (2024) - [i93]Hao Jiang, Qi Liu, Rui Li, Shengyu Ye, Shijin Wang:
CursorCore: Assist Programming through Aligning Anything. CoRR abs/2410.07002 (2024) - [i92]Xukai Liu, Ye Liu, Kai Zhang, Kehang Wang, Qi Liu, Enhong Chen:
OneNet: A Fine-Tuning Free Framework for Few-Shot Entity Linking via Large Language Model Prompting. CoRR abs/2410.07549 (2024) - [i91]Botian Jiang, Lei Li, Xiaonan Li, Zhaowei Li, Xiachong Feng, Lingpeng Kong, Qi Liu, Xipeng Qiu:
Understanding the Role of LLMs in Multimodal Evaluation Benchmarks. CoRR abs/2410.12329 (2024) - [i90]Qi Liu, Kai Zheng, Rui Huang, Wuchao Li, Kuo Cai, Yuan Chai, Yanan Niu, Yiqun Hui, Bing Han, Na Mou, Hongning Wang, Wentian Bao, Yunen Yu, Guorui Zhou, Han Li, Yang Song, Defu Lian, Kun Gai:
RecFlow: An Industrial Full Flow Recommendation Dataset. CoRR abs/2410.20868 (2024) - [i89]Zhiding Liu, Jiqian Yang, Qingyang Mao, Yuze Zhao, Mingyue Cheng, Zhi Li, Qi Liu, Enhong Chen:
DisenTS: Disentangled Channel Evolving Pattern Modeling for Multivariate Time Series Forecasting. CoRR abs/2410.22981 (2024) - [i88]Weibo Gao, Qi Liu, Linan Yue, Fangzhou Yao, Hao Wang, Yin Gu, Zheng Zhang:
Collaborative Cognitive Diagnosis with Disentangled Representation Learning for Learner Modeling. CoRR abs/2411.02066 (2024) - [i87]Jiahao Wang, Mingyue Cheng, Qingyang Mao, Qi Liu, Feiyang Xu, Xin Li, Enhong Chen:
TableTime: Reformulating Time Series Classification as Zero-Shot Table Understanding via Large Language Models. CoRR abs/2411.15737 (2024) - [i86]Xinjie Sun, Qi Liu, Kai Zhang, Shuanghong Shen, Fei Wang, Yan Zhuang, Zheng Zhang, Weiyin Gong, Shijin Wang, Lina Yang, Xingying Huo:
Optimizing Student Ability Assessment: A Hierarchy Constraint-Aware Cognitive Diagnosis Framework for Educational Contexts. CoRR abs/2412.04488 (2024) - [i85]