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Wenjie Wang

  1. Data-efficient Fine-tuning for LLM-based Recommendation
    2024/01/30 by Xinyu Lin, Wenjie Wang, Lin, Xinyu +11 · 34 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Power Systems and Technologies #Topic Modeling #Web Data Mining and Analysis
  2. TokenSkip: Controllable Chain-of-Thought Compression in LLMs
    2025/02/17 by Chak Tou Leong, Xia, Heming, Wenjie Wang +6 · 60 citations
    Computer Science · Engineering · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Innovative Microfluidic and Catalytic Techniques Innovation
  3. Generative Recommendation: Towards Next-generation Recommender Paradigm
    2023/04/07 by Wenjie Wang, Xinyu Lin, Wang, Wenjie +7 · 22 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Topic Modeling #Multimodal Machine Learning Applications
  4. Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation
    2023/10/10 by Xinyu Lin, Lin, Xinyu, Wenjie Wang +9 · 12 citations
    Computer Science · Medicine · #Topic Modeling #Recommender Systems and Techniques #Radiomics and Machine Learning in Medical Imaging
  5. 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
  6. Large Language Models Empowered Personalized Web Agents
    2024/10/22 by Yongqi Li, Cai, Hongru, Wenjie Wang +10 · 16 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  7. Text-like Encoding of Collaborative Information in Large Language Models for Recommendation
    2024/06/05 by Yang Zhang, Keqin Bao, Zhang, Yang +9 · 9 citations
    Computer Science · #Recommender Systems and Techniques #Topic Modeling
  8. 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
  9. Reason4Rec: Deliberative User Preference Alignment of Large Language Models for Recommendation
    2025/02/04 by Yi Fang, Fang, Yi, Wenjie Wang +11 · 10 citations
    Computer Science · #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling #cs.IR
  10. 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
  11. 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
  12. General Debiasing for Multimodal Sentiment Analysis
    2023/07/20 by Teng Sun, Sun, Teng, Juntong Ni +9 · 5 citations
    Computer Science · Psychology · #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Sentiment Analysis and Opinion Mining
  13. STAR-RIS Enhanced Joint Physical Layer Security and Covert Communications for Multi-antenna mmWave Systems
    2023/07/16 by Han Xiao, Xiao, Han, Xiaoyan Hu +11 · 5 citations
    Engineering · #Wireless Communication Security Techniques #Advanced Wireless Communication Technologies #graph theory and CDMA systems
  14. Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond
    2024/02/16 by Yongqi Li, Li, Yongqi, Wenjie Wang +9 · 5 citations
    Computer Science · #Multimodal Machine Learning Applications
  15. Cross-modality Information Check for Detecting Jailbreaking in Multimodal Large Language Models
    2024/07/31 by Yue Xu, Xu, Yue, Xiuyuan Qi +5 · 6 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques
  16. Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization
    2025/03/04 by Qiu, Yilun, Xiaoyan Zhao, Zhao, Xiaoyan +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
  17. FREE: Feature Refinement for Generalized Zero-Shot Learning
    2021/07/29 by Shiming Chen, Wenjie Wang, Chen, Shiming +11 · 3 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Cancer-related molecular mechanisms research
  18. 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
  19. 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
  20. OnePiece: Bringing Context Engineering and Reasoning to Industrial Cascade Ranking System
    2025/09/22 by Sunhao Dai, Jiakai Tang, Dai, Sunhao +28 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services
  21. Causal Disentangled Recommendation Against User Preference Shifts
    2023/03/28 by Wenjie Wang, Xinyu Lin, Wang, Wenjie +9 · 3 citations
    Computer Science · Decision Sciences · #Recommender Systems and Techniques #Advanced Bandit Algorithms Research
  22. Dynamic Multimodal Fusion via Meta-Learning Towards Micro-Video Recommendation
    2023/11/08 by Han Liu, Yinwei Wei, Fan Liu +3 · 3 citations
  23. Adversary-Aware DPO: Enhancing Safety Alignment in Vision Language Models via Adversarial Training
    2025/02/17 by Fenghua Weng, Weng, Fenghua, Jian Lou +7 · 5 citations
    Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  24. Self-Calibrated Listwise Reranking with Large Language Models
    2024/11/07 by Ruiyang Ren, Ren, Ruiyang, Yuhao Wang +13 · 4 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Text and Document Classification Technologies #Topic Modeling
  25. 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
  26. CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAG
    2024/06/17 by Boyi Deng, Deng, Boyi, Wenjie Wang +7 · 3 citations
    Computer Science · Social Sciences · #Network Security and Intrusion Detection #Adversarial Robustness in Machine Learning #Misinformation and Its Impacts
  27. 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
  28. DELMAN: Dynamic Defense Against Large Language Model Jailbreaking with Model Editing
    2025/02/17 by Yi Wang, Fenghua Weng, Wang, Yi +9 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
  29. 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
  30. TIGeR: Unifying Text-to-Image Generation and Retrieval with Large Multimodal Models
    2024/06/09 by Leigang Qu, Haochuan Li, Qu, Leigang +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Multimedia (cs.MM)
  31. Personalized Text Generation with Contrastive Activation Steering
    2025/03/07 by Jinghao Zhang, Zhang, Jinghao, Yuting Liu +11 · 4 citations
    Computer Science · #Artificial Intelligence in Games #Topic Modeling #Authorship Attribution and Profiling
  32. 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
  33. Causality-Enhanced Behavior Sequence Modeling in LLMs for Personalized Recommendation
    2024/10/30 by Yang Zhang, Zhang, Yang, Juntao You +11 · 3 citations
    Computer Science · Decision Sciences · #Topic Modeling #Advanced Text Analysis Techniques #Data Quality and Management
  34. A Conditional Linear Combination Test with Many Weak Instruments
    2022/07/22 by Dennis Lim, Wenjie Wang, Lim, Dennis +3 · 1 citation
    Decision Sciences · Mathematics · #Advanced Statistical Methods and Models #Advanced Statistical Process Monitoring #Econometrics (econ.EM) #FOS: Economics and business #Statistical Methods and Inference
  35. RecAD: Towards A Unified Library for Recommender Attack and Defense
    2023/09/09 by Changsheng Wang, Jianbai Ye, Wang, Changsheng +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
  36. Prospect Personalized Recommendation on Large Language Model-based Agent Platform
    2024/02/28 by Jizhi Zhang, Zhang, Jizhi, Keqin Bao +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
  37. Robust Prompt Optimization for Large Language Models Against Distribution Shifts
    2023/05/23 by Moxin Li, Li, Moxin, Wenjie Wang +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
  38. Preparation and comparison of dialdehyde derivatives of polysaccharides as cross-linking agents
    2023/03/01 by Wenjie Wang, Wen-Can Huang, Jie Zheng +2 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Materials Science · Engineering · #Hydrogels: synthesis, properties, applications #Silk-based biomaterials and applications #3D Printing in Biomedical Research
  39. Exploring the Impact of Personality Traits on Conversational Recommender Systems: A Simulation with Large Language Models
    2025/04/09 by Xiaoyan Zhao, Zhao, Xiaoyan, Yang Deng +13 · 3 citations
    Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Recommender Systems and Techniques #Topic Modeling
  40. Distillation Enhanced Generative Retrieval
    2024/02/16 by Yongqi Li, Li, Yongqi, Zhen Zhang +9 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Algorithms and Data Compression #Image Retrieval and Classification Techniques
  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. Proactive Recommendation in Social Networks: Steering User Interest with Causal Inference
    2024/09/13 by Hang Pan, Shuxian Bi, Pan, Hang +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
  43. VINCIE: Unlocking In-context Image Editing from Video
    2025/06/12 by Leigang Qu, Feng Cheng, Qu, Leigang +17 · 3 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Video Analysis and Summarization
  44. Length Controlled Generation for Black-box LLMs
    2024/12/19 by Yuxuan Gu, Gu, Yuxuan, Wenjie Wang +13 · 1 citation
    Engineering · #Semiconductor Lasers and Optical Devices #Advancements in Photolithography Techniques #Iterative Learning Control Systems
  45. PINN-EMFNet: PINN-based and Enhanced Multi-Scale Feature Fusion Network for Breast Ultrasound Images Segmentation
    2024/12/22 by Jiajun Ding, Beiyao Zhu, Ding, Jiajun +9 · 1 citation
    Computer Science · Medicine · Engineering · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Medical Imaging and Analysis
  46. Towards Temporal-Aware Multi-Modal Retrieval Augmented Generation in Finance
    2025/03/07 by Fengbin Zhu, J.-Y. Li, Zhu, Fengbin +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
  47. MemoHarness: Agent Harnesses That Learn from Experience
    2026/07/14 by Yue Huang, Wenjie Wang, Han Bao +7 · 2 voices
    #cs.AI #cs.CL
  48. How Jailbreak Attacks Inform Safety Alignment: A Defender-Centric, Shapley-Based Evaluation of Jailbreak Contributions
    2026/07/19 by Yukai Zhou, Feiyang Lu, Xiaokai Mao +2
    #cs.CR #cs.CL
  49. StanceFlip: A Comprehensive Multi-Dimensional Benchmark for Multimodal Conversational Stance Flipping Forecasting
    2026/07/27 by Heyan Chai, Xin Li, Wenjie Wang +5
    #cs.CL #cs.AI
  50. Hessian degeneracy and non-star-shaped superlevel sets of the torsion function on non-convex domains
    2026/07/26 by Xiuda Liang, Peng Luo, Wenjie Wang
    #math.AP
  51. Tracing cosmic star formation history through radio continuum spectral energy distribution and non-thermal emission
    2026/07/28 by Fangxia An, Fatemeh S. Tabatabaei, Nick Seymour +11
    #astro-ph.GA
  52. Constrained Tensor Decomposition-Based Target Sensing for Sparse Non-Uniform Array-Enabled AFDM ISAC Systems
    2026/07/20 by Linchu Chen, Zhendong Li, Lin Chen +3
    #eess.SP