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Fuli Feng

  1. TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance
    2021/05/17 by Fengbin Zhu, Zhu, Fengbin, Wenqiang Lei +13 · 57 citations
    Computer Science · Decision Sciences · #Topic Modeling #Stock Market Forecasting Methods #Advanced Text Analysis Techniques
  2. Bias and Debias in Recommender System: A Survey and Future Directions
    2020/10/07 by Jiawei Chen, Chen, Jiawei, Hande Dong +9 · 21 citations
    Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Smart Grid Energy Management
  3. Data-efficient Fine-tuning for LLM-based Recommendation
    2024/01/30 by Xinyu Lin, Lin, Xinyu, Wenjie Wang +11 · 35 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Power Systems and Technologies #Topic Modeling #Web Data Mining and Analysis
  4. Generative Recommendation: Towards Next-generation Recommender Paradigm
    2023/04/07 by Wenjie Wang, Xinyu Lin, Wang, Wenjie +7 · 23 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Topic Modeling #Multimodal Machine Learning Applications
  5. Temporal Relational Ranking for Stock Prediction
    2019/03/05 by Fuli Feng, Xiangnan He, Xiang Wang +3 · 14 citations
    Computer Science · Decision Sciences · #Data Stream Mining Techniques #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
  6. CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation
    2023/10/30 by Yang Zhang, Zhang, Yang, Fuli Feng +9 · 21 citations
    Computer Science · #Recommender Systems and Techniques #Topic Modeling #Machine Learning in Healthcare
  7. Bias and Debias in Recommender System: A Survey and Future Directions
    2023/02/07 by Jiawei Chen, Hande Dong, Xiang Wang +3 · 16 citations
  8. Improving Synthetic Image Detection Towards Generalization: An Image Transformation Perspective
    2024/08/13 by Ouxiang Li, Li, Ouxiang, Jiayin Cai +9 · 22 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
  9. Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation
    2023/10/10 by Xinyu Lin, Wenjie Wang, Lin, Xinyu +9 · 12 citations
    Computer Science · Medicine · #Topic Modeling #Recommender Systems and Techniques #Radiomics and Machine Learning in Medical Imaging
  10. Graph Adversarial Training: Dynamically Regularizing Based on Graph Structure
    2019/02/20 by Fuli Feng, Feng, Fuli, Xiangnan He +5 · 6 citations
    Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
  11. Denoising Diffusion Recommender Model
    2024/01/13 by Jujia Zhao, Wenjie Wang, Zhao, Jujia +8 · 11 citations
    Computer Science · #Recommender Systems and Techniques #Machine Learning in Healthcare #Generative Adversarial Networks and Image Synthesis
  12. Direct Multi-Turn Preference Optimization for Language Agents
    2024/06/21 by Wentao Shi, Mengqi Yuan, Shi, Wentao +7 · 11 citations
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems
  13. CoLLM: Integrating Collaborative Embeddings Into Large Language Models for Recommendation
    2025/02/12 by Yang Zhang, Fuli Feng, Jizhi Zhang +3 · 14 citations
    Computer Science · #Machine Learning in Healthcare #Recommender Systems and Techniques #Topic Modeling
  14. Text-like Encoding of Collaborative Information in Large Language Models for Recommendation
    2024/06/05 by Yang Zhang, Zhang, Yang, Keqin Bao +9 · 9 citations
    Computer Science · #Recommender Systems and Techniques #Topic Modeling
  15. Reinforced Latent Reasoning for LLM-based Recommendation
    2025/05/25 by Yang Zhang, Zhang, Yang, Wenxin Xu +11 · 18 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  16. Reason4Rec: Deliberative User Preference Alignment of Large Language Models for Recommendation
    2025/02/04 by Yi Fang, Wenjie Wang, Fang, Yi +11 · 10 citations
    Computer Science · #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling #cs.IR
  17. WebFormer: The Web-page Transformer for Structure Information Extraction
    2022/02/01 by Qifan Wang, Yi Fang, Wang, Qifan +9 · 4 citations
    Computer Science · Engineering · #Web Data Mining and Analysis #SAS software applications and methods
  18. Order-agnostic Identifier for Large Language Model-based Generative Recommendation
    2025/02/15 by Xinyu Lin, Lin, Xinyu, Wenjie Wang +10 · 11 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Recommender Systems and Techniques #Topic Modeling
  19. Personalized Generation In Large Model Era: A Survey
    2025/03/04 by Yuehang Xu, Xu, Yiyan, Jinghao Zhang +15 · 14 citations
    Computer Science · #Distributed and Parallel Computing Systems #Age of Information Optimization
  20. Information Retrieval Meets Large Language Models: A Strategic Report from Chinese IR Community
    2023/07/19 by Qingyao Ai, Ting Bai, Ai, Qingyao +63 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
  21. Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization
    2025/03/04 by Xiaoyan Zhao, Qiu, Yilun, Yang Zhang +12 · 13 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Recommender Systems and Techniques #Semantic Web and Ontologies
  22. GENERator: A Long-Context Generative Genomic Foundation Model
    2025/02/11 by Wei Wu, Wu, Wei, Qiuyi Li +23 · 1 voice · 6 citations
    #cs.CL #q-bio.GN
  23. Re4: Learning to Re-contrast, Re-attend, Re-construct for Multi-interest Recommendation
    2022/08/17 by Shengyu Zhang, Lingxiao Yang, Zhang, Shengyu +13 · 3 citations
    Computer Science · #Recommender Systems and Techniques #Expert finding and Q&A systems #Topic Modeling
  24. Causal Inference in Recommender Systems: A Survey and Future Directions
    2024/01/02 by Chen Gao, Yu Zheng, Wenjie Wang +3 · 4 citations
    Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #Recommender Systems and Techniques
  25. Item-side Fairness of Large Language Model-based Recommendation System
    2024/02/23 by Meng Jiang, Keqin Bao, Jiang, Meng +11 · 4 citations
    Computer Science · #Recommender Systems and Techniques #Technology and Data Analysis
  26. Leave No Patient Behind: Enhancing Medication Recommendation for Rare Disease Patients
    2024/03/26 by Zihao Zhao, Jing Yi, Zhao, Zihao +9 · 4 citations
    Medicine · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medication Adherence and Compliance #Pharmaceutical Practices and Patient Outcomes #Pharmaceutical studies and practices
  27. Causal Disentangled Recommendation Against User Preference Shifts
    2023/03/28 by Wenjie Wang, Wang, Wenjie, Xinyu Lin +9 · 3 citations
    Computer Science · Decision Sciences · #Recommender Systems and Techniques #Advanced Bandit Algorithms Research
  28. Decoding Matters: Addressing Amplification Bias and Homogeneity Issue for LLM-based Recommendation
    2024/06/21 by Keqin Bao, Jizhi Zhang, Bao, Keqin +9 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  29. NextQuill: Causal Preference Modeling for Enhancing LLM Personalization
    2025/06/03 by Xiaoyan Zhao, Juntao You, Zhao, Xiaoyan +13 · 11 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Semantic Web and Ontologies
  30. CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAG
    2024/06/17 by Boyi Deng, Wenjie Wang, Deng, Boyi +7 · 3 citations
    Computer Science · Social Sciences · #Network Security and Intrusion Detection #Adversarial Robustness in Machine Learning #Misinformation and Its Impacts
  31. Causal Disentangled Recommendation against User Preference Shifts
    2023/04/18 by Wenjie Wang, Xinyu Lin, Liuhui Wang +4 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Graph Neural Networks #Recommender Systems and Techniques
  32. Counterfactual Debating with Preset Stances for Hallucination Elimination of LLMs
    2024/06/17 by Fang Yi, Fang, Yi, Moxin Li +7 · 2 citations
    Computer Science · Engineering · Medicine · #Advancements in Photolithography Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications #Security and Verification in Computing
  33. Easier Painting Than Thinking: Can Text-to-Image Models Set the Stage, but Not Direct the Play?
    2025/09/03 by Ouxiang Li, Yuan Wang, Li, Ouxiang +17 · 8 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  34. M2PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning
    2024/09/24 by Taowen Wang, Yiyang Liu, Wang, Taowen +24 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis
  35. Real-Time Personalization for LLM-based Recommendation with Customized In-Context Learning
    2024/10/30 by Keqin Bao, Bao, Keqin, Ming Yan +11 · 2 citations
    Computer Science · #Recommender Systems and Techniques
  36. RecAD: Towards A Unified Library for Recommender Attack and Defense
    2023/09/09 by Changsheng Wang, Wang, Changsheng, Jianbai Ye +9 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Network Security and Intrusion Detection #Spam and Phishing Detection #Topic Modeling
  37. Prospect Personalized Recommendation on Large Language Model-based Agent Platform
    2024/02/28 by Jizhi Zhang, Keqin Bao, Zhang, Jizhi +13 · 1 citation
    Computer Science · #Advanced Computational Techniques and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  38. Robust Prompt Optimization for Large Language Models Against Distribution Shifts
    2023/05/23 by Moxin Li, Wenjie Wang, Li, Moxin +8 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  39. Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning
    2024/12/19 by Zezhen Ye, Ye, Ziang, Zhenru Zhang +8 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  40. K-order Ranking Preference Optimization for Large Language Models
    2025/05/31 by Shihao Cai, Cai, Shihao, Chongming Gao +13 · 4 citations
    Computer Science · #Data Management and Algorithms #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Rough Sets and Fuzzy Logic
  41. MathOPEval: A Fine-grained Evaluation Benchmark for Visual Operations of MLLMs in Mathematical Reasoning
    2025/07/24 by Xiaoyuan Li, Li, Xiaoyuan, Moxin Li +11 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
  42. EAVE: Efficient Product Attribute Value Extraction via Lightweight Sparse-layer Interaction
    2024/06/10 by Yang Li, Yang, Li, Qifan Wang +17 · 1 citation
    Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection
  43. Unveiling Language-Specific Features in Large Language Models via Sparse Autoencoders
    2025/05/08 by Deng, Boyi, Yu Wan, Yidan Zhang +6 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  44. Proactive Recommendation in Social Networks: Steering User Interest with Causal Inference
    2024/09/13 by Hang Pan, Pan, Hang, Shuxian Bi +10 · 1 citation
    Computer Science · Physics and Astronomy · #Complex Network Analysis Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Opinion Dynamics and Social Influence #Recommender Systems and Techniques
  45. Brownian Bridge Diffusion for Sequential Recommendation
    2025/07/08 by Yimeng Bai, Bai, Yimeng, Yang Zhang +12 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #H.3.3 #H.3.5 #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  46. Optimizing Knowledge Integration in Retrieval-Augmented Generation with Self-Selection
    2025/02/10 by Yan Weng, Fengbin Zhu, Weng, Yan +8 · 1 citation
    Computer Science · #Speech and dialogue systems #Recommender Systems and Techniques #AI-based Problem Solving and Planning
  47. Model Inversion Attacks Through Target-Specific Conditional Diffusion Models
    2024/07/16 by Ouxiang Li, Li, Ouxiang, Yanbin Hao +11 · 1 citation
    Engineering · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fuel Cells and Related Materials #Model Reduction and Neural Networks #Nuclear reactor physics and engineering
  48. Towards Temporal-Aware Multi-Modal Retrieval Augmented Generation in Finance
    2025/03/07 by Fengbin Zhu, Zhu, Fengbin, J.-Y. Li +13 · 1 citation
    Computer Science · Decision Sciences · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computational Finance (q-fin.CP) #FOS: Computer and information sciences #FOS: Economics and business #Multimedia (cs.MM) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
  49. RECAP: Feedback-Driven Streaming Semantic User Profiles for Short-Video Recommendation
    2026/07/17 by Ziyi Zhao, Xiaoyou Zhou, X J Zhou +15
    Computer Science · Decision Sciences · Psychology · #Recommender Systems and Techniques #Advanced Bandit Algorithms Research #Emotion and Mood Recognition
  50. CAST: Game Solvers as Turn-Level Teachers for LLM Agents
    2026/07/28 by Yu Wang, Yi-Kai Zhang, Wentao Shi +8
    #cs.CL #cs.AI
  51. PrefReward: Learning User Preference Matrix for Personalized Text Generation
    2026/07/23 by Yue Wu, Chengbing Wang, Yimeng Bai +3
    #cs.CL