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ORCIDQidong Liu 0002
Person information
- unicode name: 劉启東
- affiliation: City University of Hong Kong, Hong Kong
- affiliation: Xi'an Jiaotong University, Faculty of Electronic Information, China
Other persons with the same name
- Qidong Liu 0001
![[0000-0002-1154-2927]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-1154-2927")
— Zhengzhou University, School of Information Engineering, China (and 2 more) - Qidong Liu 0003 — Nanjing University of Posts and Telecommunications, College of Automation and the College of Artificial Intelligence, China
- Qidong Liu 0004 — University of Electronic Science and Technology of China, School of Automation Engineering, Chengdu, China (and 1 more)
- Qidong Liu 0005 — Yunnan University, China
- Qidong Liu 0006 — Shenzhen University, College of Electronics and Information Engineering, China
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2020 – today
- 2025
[j2]Qidong Liu, Jiaxi Hu, Yutian Xiao, Xiangyu Zhao, Jingtong Gao, Wanyu Wang, Qing Li, Jiliang Tang:
Multimodal Recommender Systems: A Survey. ACM Comput. Surv. 57(2): 26:1-26:17 (2025)- [c19]Qidong Liu, Xian Wu, Wanyu Wang, Yejing Wang, Yuanshao Zhu, Xiangyu Zhao, Feng Tian, Yefeng Zheng:
LLMEmb: Large Language Model Can Be a Good Embedding Generator for Sequential Recommendation. AAAI 2025: 12183-12191 - [c18]Ziwei Liu, Qidong Liu, Yejing Wang, Wanyu Wang, Pengyue Jia, Maolin Wang, Zitao Liu, Yi Chang, Xiangyu Zhao:
SIGMA: Selective Gated Mamba for Sequential Recommendation. AAAI 2025: 12264-12272 - [c17]Zijian Zhang, Shuchang Liu, Ziru Liu, Rui Zhong, Qingpeng Cai, Xiangyu Zhao, Chunxu Zhang, Qidong Liu, Peng Jiang:
LLM-Powered User Simulator for Recommender System. AAAI 2025: 13339-13347 - [c16]Yejing Wang, Chi Zhang, Xiangyu Zhao, Qidong Liu, Maolin Wang, Xuetao Wei, Zitao Liu, Xing Shi, Xudong Yang, Ling Zhong, Wei Lin:
Behavior Modeling Space Reconstruction for E-Commerce Search. WWW 2025: 1683-1692 - [i22]Yejing Wang, Chi Zhang, Xiangyu Zhao, Qidong Liu, Maolin Wang, Xuewei Tao, Zitao Liu, Xing Shi, Xudong Yang, Ling Zhong, Wei Lin:
Behavior Modeling Space Reconstruction for E-Commerce Search. CoRR abs/2501.18216 (2025) - [i21]Xiangyu Zhao, Yichao Wang, Bo Chen, Jingtong Gao, Yuhao Wang, Xiaopeng Li, Pengyue Jia, Qidong Liu, Huifeng Guo, Ruiming Tang:
Joint Modeling in Recommendations: A Survey. CoRR abs/2502.21195 (2025) - [i20]Yuqi Sun, Qidong Liu, Haiping Zhu, Feng Tian:
LLMSeR: Enhancing Sequential Recommendation via LLM-based Data Augmentation. CoRR abs/2503.12547 (2025) - 2024
- [c15]Derong Xu, Ziheng Zhang, Zhihong Zhu, Zhenxi Lin, Qidong Liu, Xian Wu, Tong Xu, Wanyu Wang, Yuyang Ye, Xiangyu Zhao, Enhong Chen, Yefeng Zheng:
Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models. CIKM 2024: 2660-2670 - [c14]Derong Xu, Ziheng Zhang, Zhihong Zhu, Zhenxi Lin, Qidong Liu, Xian Wu, Tong Xu, Xiangyu Zhao, Yefeng Zheng, Enhong Chen:
Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding. EMNLP (Findings) 2024: 7744-7757 - [c13]Yejing Wang, Dong Xu, Xiangyu Zhao, Zhiren Mao, Peng Xiang, Ling Yan, Yao Hu, Zijian Zhang, Xuetao Wei, Qidong Liu:
Bi-Level User Modeling for Deep Recommenders. ICDM 2024: 510-519 - [c12]Yuanshao Zhu, James Jian Qiao Yu, Xiangyu Zhao, Qidong Liu, Yongchao Ye, Wei Chen, Zijian Zhang, Xuetao Wei, Yuxuan Liang:
ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model. KDD 2024: 4676-4687 - [c11]Qidong Liu, Xian Wu, Yejing Wang, Zijian Zhang, Feng Tian, Yefeng Zheng, Xiangyu Zhao:
LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation. NeurIPS 2024 - [c10]Zijian Zhang, Shuchang Liu, Jiaao Yu, Qingpeng Cai, Xiangyu Zhao, Chunxu Zhang, Ziru Liu, Qidong Liu, Hongwei Zhao, Lantao Hu, Peng Jiang, Kun Gai:
M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework. SIGIR 2024: 893-902 - [c9]Qidong Liu, Xian Wu, Xiangyu Zhao, Yuanshao Zhu, Derong Xu, Feng Tian, Yefeng Zheng:
When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications. SIGIR 2024: 1104-1114 - [i19]Qidong Liu, Xian Wu, Xiangyu Zhao, Yuanshao Zhu, Zijian Zhang, Feng Tian, Yefeng Zheng:
Large Language Model Distilling Medication Recommendation Model. CoRR abs/2402.02803 (2024) - [i18]Derong Xu, Ziheng Zhang, Zhihong Zhu, Zhenxi Lin, Qidong Liu, Xian Wu, Tong Xu, Xiangyu Zhao, Yefeng Zheng, Enhong Chen:
Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models. CoRR abs/2402.18099 (2024) - [i17]Yuanshao Zhu, James Jian Qiao Yu, Xiangyu Zhao, Qidong Liu, Yongchao Ye, Wei Chen, Zijian Zhang, Xuetao Wei, Yuxuan Liang:
ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model. CoRR abs/2404.15380 (2024) - [i16]Zijian Zhang, Shuchang Liu, Jiaao Yu, Qingpeng Cai, Xiangyu Zhao, Chunxu Zhang, Ziru Liu, Qidong Liu, Hongwei Zhao, Lantao Hu, Peng Jiang, Kun Gai:
M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework. CoRR abs/2404.18465 (2024) - [i15]Qidong Liu, Xian Wu, Xiangyu Zhao, Yejing Wang, Zijian Zhang, Feng Tian, Yefeng Zheng:
Large Language Models Enhanced Sequential Recommendation for Long-tail User and Item. CoRR abs/2405.20646 (2024) - [i14]Ziwei Liu, Qidong Liu, Yejing Wang, Wanyu Wang, Pengyue Jia, Maolin Wang, Zitao Liu, Yi Chang, Xiangyu Zhao:
Bidirectional Gated Mamba for Sequential Recommendation. CoRR abs/2408.11451 (2024) - [i13]Qidong Liu, Xian Wu, Wanyu Wang, Yejing Wang, Yuanshao Zhu, Xiangyu Zhao, Feng Tian, Yefeng Zheng:
Large Language Model Empowered Embedding Generator for Sequential Recommendation. CoRR abs/2409.19925 (2024) - [i12]Derong Xu, Ziheng Zhang, Zhihong Zhu, Zhenxi Lin, Qidong Liu, Xian Wu, Tong Xu, Xiangyu Zhao, Yefeng Zheng, Enhong Chen:
Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding. CoRR abs/2410.15702 (2024) - [i11]Yejing Wang, Dong Xu, Xiangyu Zhao, Zhiren Mao, Peng Xiang, Ling Yan, Yao Hu, Zijian Zhang, Xuetao Wei, Qidong Liu:
GPRec: Bi-level User Modeling for Deep Recommenders. CoRR abs/2410.20730 (2024) - [i10]Pengyue Jia, Zhaocheng Du, Yichao Wang, Xiangyu Zhao, Xiaopeng Li, Yuhao Wang, Qidong Liu, Huifeng Guo, Ruiming Tang:
AltFS: Agency-light Feature Selection with Large Language Models in Deep Recommender Systems. CoRR abs/2412.08516 (2024) - [i9]Qidong Liu, Xiangyu Zhao, Yuhao Wang, Yejing Wang, Zijian Zhang, Yuqi Sun, Xiang Li, Maolin Wang, Pengyue Jia, Chong Chen, Wei Huang, Feng Tian:
Large Language Model Enhanced Recommender Systems: Taxonomy, Trend, Application and Future. CoRR abs/2412.13432 (2024) - [i8]Shilin Sun, Wenbin An, Feng Tian, Fang Nan, Qidong Liu, Jun Liu, Nazaraf Shah, Ping Chen:
A Review of Multimodal Explainable Artificial Intelligence: Past, Present and Future. CoRR abs/2412.14056 (2024) - [i7]Zijian Zhang, Shuchang Liu, Ziru Liu, Rui Zhong, Qingpeng Cai, Xiangyu Zhao, Chunxu Zhang, Qidong Liu, Peng Jiang:
LLM-Powered User Simulator for Recommender System. CoRR abs/2412.16984 (2024) - [i6]Qidong Liu, Zhaopeng Qiu, Xiangyu Zhao, Xian Wu, Zijian Zhang, Tong Xu, Feng Tian:
A Contrastive Pretrain Model with Prompt Tuning for Multi-center Medication Recommendation. CoRR abs/2412.20040 (2024) - 2023
- [j1]Qidong Liu, Feng Tian, Qinghua Zheng, Qianying Wang:
Disentangling interest and conformity for eliminating popularity bias in session-based recommendation. Knowl. Inf. Syst. 65(6): 2645-2664 (2023) - [c8]Qidong Liu, Fan Yan, Xiangyu Zhao, Zhaocheng Du, Huifeng Guo, Ruiming Tang, Feng Tian:
Diffusion Augmentation for Sequential Recommendation. CIKM 2023: 1576-1586 - [c7]Zijian Zhang, Xiangyu Zhao, Qidong Liu, Chunxu Zhang, Qian Ma, Wanyu Wang, Hongwei Zhao, Yiqi Wang, Zitao Liu:
PromptST: Prompt-Enhanced Spatio-Temporal Multi-Attribute Prediction. CIKM 2023: 3195-3205 - [c6]Wenqi Fan, Xiangyu Zhao, Lin Wang, Xiao Chen, Jingtong Gao, Qidong Liu, Shijie Wang:
Trustworthy Recommender Systems: Foundations and Frontiers. KDD 2023: 5796-5797 - [c5]Chengxi Li, Yejing Wang, Qidong Liu, Xiangyu Zhao, Wanyu Wang, Yiqi Wang, Lixin Zou, Wenqi Fan, Qing Li:
STRec: Sparse Transformer for Sequential Recommendations. RecSys 2023: 101-111 - [c4]Yuhao Wang, Xiangyu Zhao, Bo Chen, Qidong Liu, Huifeng Guo, Huanshuo Liu, Yichao Wang, Rui Zhang, Ruiming Tang:
PLATE: A Prompt-Enhanced Paradigm for Multi-Scenario Recommendations. SIGIR 2023: 1498-1507 - [c3]Valeria Fionda, Olaf Hartig, Reyhaneh Abdolazimi, Sihem Amer-Yahia, Hongzhi Chen, Xiao Chen, Peng Cui, Jeffrey Dalton, Xin Luna Dong, Lisette Espín-Noboa, Wenqi Fan, Manuela Fritz, Quan Gan, Jingtong Gao, Xiaojie Guo, Torsten Hahmann, Jiawei Han, Soyeon Caren Han, Estevam Hruschka, Liang Hu, Jiaxin Huang, Utkarshani Jaimini, Olivier Jeunen, Yushan Jiang, Fariba Karimi, George Karypis, Krishnaram Kenthapadi, Himabindu Lakkaraju, Hady W. Lauw, Thai Le, Trung-Hoang Le, Dongwon Lee, Geon Lee, Liat Levontin, Cheng-Te Li, Haoyang Li, Ying Li, Jay Chiehen Liao, Qidong Liu, Usha Lokala, Ben London, Siqu Long, Hande Küçük-McGinty, Yu Meng, Seungwhan Moon, Usman Naseem, Pradeep Natarajan, Behrooz Omidvar-Tehrani, Zijie Pan, Devesh Parekh, Jian Pei, Tiago Peixoto, Steven Pemberton, Josiah Poon, Filip Radlinski, Federico Rossetto, Kaushik Roy, Aghiles Salah, Mehrnoosh Sameki, Amit P. Sheth, Cogan Shimizu, Kijung Shin, Dongjin Song, Julia Stoyanovich, Dacheng Tao, Johanne Trippas, Quoc Truong, Yu-Che Tsai, Adaku Uchendu, Bram van den Akker, Lin Wang, Minjie Wang, Shoujin Wang, Xin Wang, Ingmar Weber, Henry Weld, Lingfei Wu, Da Xu, Yifan Ethan Xu, Shuyuan Xu, Bo Yang, Ke Yang, Elad Yom-Tov, Jaemin Yoo, Zhou Yu, Reza Zafarani, Hamed Zamani, Meike Zehlike, Qi Zhang, Xikun Zhang, Yongfeng Zhang, Yu Zhang, Zheng Zhang, Liang Zhao, Xiangyu Zhao, Wenwu Zhu:
Tutorials at The Web Conference 2023. WWW (Companion Volume) 2023: 648-658 - [i5]Qidong Liu, Jiaxi Hu, Yutian Xiao, Jingtong Gao, Xiangyu Zhao:
Multimodal Recommender Systems: A Survey. CoRR abs/2302.03883 (2023) - [i4]Zijian Zhang, Xiangyu Zhao, Qidong Liu, Chunxu Zhang, Qian Ma, Wanyu Wang, Hongwei Zhao, Yiqi Wang, Zitao Liu:
PromptST: Prompt-Enhanced Spatio-Temporal Multi-Attribute Prediction. CoRR abs/2309.09500 (2023) - [i3]Qidong Liu, Fan Yan, Xiangyu Zhao, Zhaocheng Du, Huifeng Guo, Ruiming Tang, Feng Tian:
Diffusion Augmentation for Sequential Recommendation. CoRR abs/2309.12858 (2023) - [i2]Qidong Liu, Xian Wu, Xiangyu Zhao, Yuanshao Zhu, Derong Xu, Feng Tian, Yefeng Zheng:
MOELoRA: An MOE-based Parameter Efficient Fine-Tuning Method for Multi-task Medical Applications. CoRR abs/2310.18339 (2023) - 2022
- [i1]Wenqi Fan, Xiangyu Zhao, Xiao Chen, Jingran Su, Jingtong Gao, Lin Wang, Qidong Liu, Yiqi Wang, Han Xu, Lei Chen, Qing Li:
A Comprehensive Survey on Trustworthy Recommender Systems. CoRR abs/2209.10117 (2022) - 2020
- [c2]Qidong Liu, Feng Tian, Weihua Ji, Qinghua Zheng:
A New Representation Learning Method for Individual Treatment Effect Estimation: Split Covariate Representation Network. ACML 2020: 811-822
2010 – 2019
- 2019
- [c1]Yan Chen, Jiangwei Zeng, Haiping Zhu, Feng Tian, Yu Liu, Qidong Liu, Qinghua Zheng:
A Behavior-Item Based Hybrid Intention-Aware Frame for Sequence Recommendation. ICEBE 2019: 606-620
Coauthor Index
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