Liu, Qidong
- When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications
2023/10/21 by Qidong Liu, Liu, Qidong, Xian Wu +11 · 23 citations
Computer Science · Health Professions · #Topic Modeling #Machine Learning in Healthcare #Artificial Intelligence in Healthcare
- LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation
2024/05/31 by Qidong Liu, Xian Wu, Liu, Qidong +11 · 29 citations
Computer Science · #Recommender Systems and Techniques #Expert finding and Q&A systems #Topic Modeling
- Multimodal Recommender Systems: A Survey
2023/02/08 by Liu, Qidong, Hu, Jiaxi, Xiao, Yutian +5 · 15 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Diffusion Augmentation for Sequential Recommendation
2023/09/22 by Qidong Liu, Liu, Qidong, Fan Yan +11 · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Information Retrieval (cs.IR) #Recommender Systems and Techniques
- LLM-Powered User Simulator for Recommender System
2024/12/22 by Z.Q. Zhang, Shuchang Liu, Zhang, Zijian +15 · 16 citations
Computer Science · Engineering · #Recommender Systems and Techniques #IoT and Edge/Fog Computing #Smart Grid Energy Management
- A Comprehensive Survey on Trustworthy Recommender Systems
2022/09/21 by Wenqi Fan, Fan, Wenqi, Xiangyu Zhao +19 · 6 citations
Computer Science · #Blockchain Technology Applications and Security #Explainable Artificial Intelligence (XAI)
- ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model
2024/04/23 by Yuanshao Zhu, Zhu, Yuanshao, James J. Q. Yu +15 · 9 citations
Computer Science · Engineering · #Robotic Path Planning Algorithms #Human Motion and Animation #Autonomous Vehicle Technology and Safety
- LLMEmb: Large Language Model Can Be a Good Embedding Generator for Sequential Recommendation
2024/09/30 by Liu, Qidong, Wu, Xian, Wang, Wanyu +5 · 10 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Large Language Model Distilling Medication Recommendation Model
2024/02/05 by Liu, Qidong, Wu, Xian, Zhao, Xiangyu +4 · 6 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- SIGMA: Selective Gated Mamba for Sequential Recommendation
2024/08/21 by Ziwei Liu, Liu, Ziwei, Qidong Liu +15 · 6 citations
Computer Science · #Recommender Systems and Techniques #Video Analysis and Summarization #Sentiment Analysis and Opinion Mining
- PromptST: Prompt-Enhanced Spatio-Temporal Multi-Attribute Prediction
2023/09/18 by Zhang, Zijian, Zhao, Xiangyu, Liu, Qidong +6 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Focal and Global Spatial-Temporal Transformer for Skeleton-based Action Recognition
2022/10/06 by Zhimin Gao, Peitao Wang, Gao, Zhimin +13 · 2 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition #Medical Imaging and Analysis
- Bridge the Domains: Large Language Models Enhanced Cross-domain Sequential Recommendation
2025/04/25 by Qidong Liu, Liu, Qidong, Xiangyu Zhao +14 · 7 citations
Computer Science · #Recommender Systems and Techniques #Machine Learning in Healthcare #Topic Modeling
- Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models
2024/02/28 by Xu, Derong, Zhang, Ziheng, Zhu, Zhihong +9 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Large Language Model Enhanced Recommender Systems: A Survey
2024/12/18 by Qidong Liu, Xiangyu Zhao, Liu, Qidong +21 · 3 citations
Computer Science · #Topic Modeling #Recommender Systems and Techniques #Text and Document Classification Technologies
- Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation
2024/12/11 by Pengyue Jia, Derong Xu, Jia, Pengyue +19 · 3 citations
Computer Science · #Speech and dialogue systems #Machine Learning and Algorithms #AI-based Problem Solving and Planning
- Improving Large Models with Small models: Lower Costs and Better Performance
2024/06/15 by Chen Dong, Shuo Zhang, Chen, Dong +11 · 2 citations
Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management
- GFlowGR: Fine-tuning Generative Recommendation Frameworks with Generative Flow Networks
2025/06/19 by Wang, Yejing, Zhou, Shengyu, Lu, Jinyu +8 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- A Review of Multimodal Explainable Artificial Intelligence: Past, Present and Future
2024/12/18 by Shilin Sun, Wenbin An, Sun, Shilin +13 · 2 citations
Computer Science · #Explainable Artificial Intelligence (XAI)
- Logic Distillation: Learning from Code Function by Function for Decision-making Tasks
2024/07/28 by Chen, Dong, Zhang, Shilin, Gao, Fei +4 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- GPRec: Bi-level User Modeling for Deep Recommenders
2024/10/28 by Yejing Wang, Wang, Yejing, Dong Xu +16 · 1 citation
Computer Science · Decision Sciences · #Recommender Systems and Techniques #Advanced Bandit Algorithms Research #Topic Modeling
- Stepwise Reasoning Error Disruption Attack of LLMs
2024/12/16 by Jingyu Peng, Maolin Wang, Peng, Jingyu +15 · 1 citation
Computer Science · Social Sciences · #Access Control and Trust #Artificial Intelligence (cs.AI) #Cloud Data Security Solutions #FOS: Computer and information sciences #Security and Verification in Computing
- SELF: Surrogate-light Feature Selection with Large Language Models in Deep Recommender Systems
2024/12/11 by Pengyue Jia, Jia, Pengyue, Zhaocheng Du +15 · 1 citation
Computer Science · #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies