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Sun, Fei

  1. The Llama 3 Herd of Models
    2024/07/31 by Grattafiori, Aaron, Dubey, Abhimanyu, Jauhri, Abhinav +556 · 2751 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  2. BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer
    2019/04/14 by Fei Sun, Sun, Fei, Jun Liu +10 · 207 citations
    Computer Science · #Recommender Systems and Techniques #Machine Learning in Healthcare #Topic Modeling
  3. Graph Neural Networks in Recommender Systems: A Survey
    2020/11/04 by Shiwen Wu, Fei Sun, Wu, Shiwen +7 · 56 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
  4. MLPerf Inference Benchmark
    2019/11/06 by Reddi, Vijay Janapa, Cheng, Christine, Kanter, David +44 · 25 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Performance (cs.PF)
  5. FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search
    2018/12/09 by Bichen Wu, Wu, Bichen, Xiaoliang Dai +17 · 25 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  6. Learning in the Frequency Domain
    2020/02/27 by Kai Xu, Xu, Kai, Minghai Qin +9 · 16 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Industrial Vision Systems and Defect Detection #CCD and CMOS Imaging Sensors
  7. EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything
    2023/12/01 by Xiong, Yunyang, Varadarajan, Bala, Wu, Lemeng +9 · 24 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  8. Revisit Recommender System in the Permutation Prospective
    2021/02/24 by Yufei Feng, Feng, Yufei, Yu Gong +6 · 8 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Caching and Content Delivery #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  9. Blinded by Generated Contexts: How Language Models Merge Generated and Retrieved Contexts When Knowledge Conflicts?
    2024/01/22 by Tan, Hexiang, Sun, Fei, Yang, Wanli +3 · 13 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  10. Recommendation Unlearning
    2022/01/18 by Chong Chen, Fei Sun, Chen, Chong +5 · 8 citations
    Computer Science · #Recommender Systems and Techniques #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  11. GRN: Generative Rerank Network for Context-wise Recommendation
    2021/04/02 by Yufei Feng, Binbin Hu, Feng, Yufei +9 · 7 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Caching and Content Delivery #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  12. Deep Session Interest Network for Click-Through Rate Prediction
    2019/05/16 by Feng, Yufei, Lv, Fuyu, Shen, Weichen +4 · 6 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  13. SDM: Sequential Deep Matching Model for Online Large-scale Recommender System
    2019/09/01 by Fuyu Lv, Taiwei Jin, Lv, Fuyu +11 · 6 citations
    Computer Science · Social Sciences · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Human Mobility and Location-Based Analysis
  14. The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse
    2024/02/15 by Wanli Yang, Yang, Wanli, Fei Sun +9 · 10 citations
    Computer Science · #Natural Language Processing Techniques #Model-Driven Software Engineering Techniques #Topic Modeling
  15. A Large Language Model Enhanced Conversational Recommender System
    2023/08/11 by Yue Feng, Feng, Yue, Shuchang Liu +13 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
  16. CLEAR: Contrastive Learning for Sentence Representation
    2020/12/31 by Zhuofeng Wu, Sinong Wang, Wu, Zhuofeng +9 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
  17. Game-theoretic LLM: Agent Workflow for Negotiation Games
    2024/11/08 by Wenyue Hua, Ollie Liu, Hua, Wenyue +21 · 13 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA)
  18. When to Trust LLMs: Aligning Confidence with Response Quality
    2024/04/26 by Shuchang Tao, Tao, Shuchang, Liuyi Yao +15 · 8 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, AI, and Intellectual Property #Privacy-Preserving Technologies in Data
  19. Improving Multi-turn Dialogue Modelling with Utterance ReWriter
    2019/06/14 by Su, Hui, Shen, Xiaoyu, Zhang, Rongzhi +4 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  20. POG: Personalized Outfit Generation for Fashion Recommendation at Alibaba iFashion
    2019/05/06 by Wen Chen, Pipei Huang, Chen, Wen +17 · 3 citations
    Computer Science · Arts and Humanities · Neuroscience · #Generative Adversarial Networks and Image Synthesis #Fashion and Cultural Textiles #Aesthetic Perception and Analysis
  21. Reinforced Lifelong Editing for Language Models
    2025/02/09 by Zherui Li, Li, Zherui, Hao Chen +12 · 9 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  22. Unified Conversational Recommendation Policy Learning via Graph-based Reinforcement Learning
    2021/05/20 by Yang Deng, Yaliang Li, Deng, Yang +7 · 3 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  23. MILAN: Masked Image Pretraining on Language Assisted Representation
    2022/08/11 by Hou, Zejiang, Sun, Fei, Chen, Yen-Kuang +2 · 3 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. Privileged Features Distillation at Taobao Recommendations
    2019/07/11 by Xu, Chen, Li, Quan, Ge, Junfeng +7 · 2 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  25. Neural Re-ranking in Multi-stage Recommender Systems: A Review
    2022/02/14 by Weiwen Liu, Liu, Weiwen, Yunjia Xi +13 · 2 citations
    Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #H.0 #Information Retrieval (cs.IR) #Machine Learning and ELM #Recommender Systems and Techniques
  26. TEA: Test-time Energy Adaptation
    2023/11/24 by Yuan, Yige, Xu, Bingbing, Hou, Liang +3 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  27. CHEX: CHannel EXploration for CNN Model Compression
    2022/03/29 by Hou, Zejiang, Qin, Minghai, Sun, Fei +7 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  28. Pruning Foundation Models for High Accuracy without Retraining
    2024/10/21 by Zhao, Pu, Sun, Fei, Shen, Xuan +4 · 6 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  29. Toward Practical Entity Alignment Method Design: Insights from New Highly Heterogeneous Knowledge Graph Datasets
    2023/04/07 by Jiang, Xuhui, Xu, Chengjin, Shen, Yinghan +7 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  30. The Mirage of Model Editing: Revisiting Evaluation in the Wild
    2025/02/16 by Wanli Yang, Fei Sun, Yang, Wanli +13 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques
  31. Understanding the Collapse of LLMs in Model Editing
    2024/06/17 by Yang, Wanli, Sun, Fei, Tan, Jiajun +4 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  32. ChamNet: Towards Efficient Network Design through Platform-Aware Model Adaptation
    2018/12/21 by Dai, Xiaoliang, Zhang, Peizhao, Wu, Bichen +10 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
  33. Unlink to Unlearn: Simplifying Edge Unlearning in GNNs
    2024/02/16 by Tan, Jiajun, Sun, Fei, Qiu, Ruichen +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  34. KAN-AD: Time Series Anomaly Detection with Kolmogorov-Arnold Networks
    2024/11/01 by Quan Zhou, Changhua Pei, Zhou, Quan +14 · 3 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
  35. Robust Recommender System: A Survey and Future Directions
    2023/09/05 by Kaike Zhang, Zhang, Kaike, Qi Cao +11 · 2 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  36. Chiral phase transition and spin alignment of vector meson in the Polarized-Polyakov-loop Nambu-Jona-Lasinio model under rotation
    2024/02/26 by Sun, Fei, Shao, Jingdong, Wen, Rui +2 · 2 citations
    #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph)
  37. Contrastive Learning for Sequential Recommendation
    2020/10/27 by Xie, Xu, Sun, Fei, Liu, Zhaoyang +4 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  38. Value-aware Recommendation based on Reinforced Profit Maximization in E-commerce Systems
    2019/02/03 by Pei, Changhua, Yang, Xinru, Cui, Qing +5 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  39. CausCF: Causal Collaborative Filtering for RecommendationEffect Estimation
    2021/05/28 by Xie, Xu, Liu, Zhaoyang, Wu, Shiwen +6 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  40. Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation
    2021/08/30 by Yuexiang Xie, Fei Sun, Xie, Yuexiang +7 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  41. Counterfactual Evaluation for Explainable AI
    2021/09/05 by Yingqiang Ge, Shuchang Liu, Ge, Yingqiang +15 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Healthcare
  42. Adversarial Camouflage for Node Injection Attack on Graphs
    2022/08/03 by Shuchang Tao, Tao, Shuchang, Qi Cao +9 · 1 citation
    Psychology · Neuroscience · Computer Science · #Posttraumatic Stress Disorder Research #Stress Responses and Cortisol #Adversarial Robustness in Machine Learning
  43. Is Flash Attention Stable?
    2024/05/05 by Alicia Golden, Samuel Hsia, Golden, Alicia +19 · 2 citations
    Engineering · Medicine · #Advanced Image Fusion Techniques #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Ocular and Laser Science Research #Parallel #Retinal Imaging and Analysis #and Cluster Computing (cs.DC)
  44. Component-Enhanced Chinese Character Embeddings
    2015/08/26 by Yanran Li, Li, Yanran, Wenjie Li +5 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  45. Mixture-of-Supernets: Improving Weight-Sharing Supernet Training with Architecture-Routed Mixture-of-Experts
    2023/06/08 by Ganesh Jawahar, Haichuan Yang, Jawahar, Ganesh +23 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Ferroelectric and Negative Capacitance Devices #Adversarial Robustness in Machine Learning
  46. Exact-K Recommendation via Maximal Clique Optimization
    2019/05/17 by Yu Gong, Yu Zhu, Gong, Yu +13 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Recommender Systems and Techniques
  47. Personalized Denoising Implicit Feedback for Robust Recommender System
    2025/02/01 by Zhang, Kaike, Cao, Qi, Wu, Yunfan +3 · 3 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  48. LoRec: Large Language Model for Robust Sequential Recommendation against Poisoning Attacks
    2024/01/31 by Zhang, Kaike, Cao, Qi, Wu, Yunfan +3 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  49. Resisting Contextual Interference in RAG via Parametric-Knowledge Reinforcement
    2025/06/05 by Lin, Chenyu, Wen, Yilin, Su, Du +5 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  50. Efficient Speculative Decoding for Llama at Scale: Challenges and Solutions
    2025/08/11 by Tang, Bangsheng, Fu, Carl Chengyan, Kou, Fei +35 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  51. Two-dimensional superconductivity in a thick exfoliated kagome film
    2024/08/15 by Sun, Fei, Salinas, Andrea Capa, Wilson, Stephen D. +1 · 1 citation
    #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Strongly Correlated Electrons (cond-mat.str-el) #Superconductivity (cond-mat.supr-con)
  52. GoalRank: Group-Relative Optimization for a Large Ranking Model
    2025/09/26 by Zhang, Kaike, Wang, Xiaobei, Liu, Shuchang +7 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  53. Interactive Recommendation Agent with Active User Commands
    2025/09/25 by Tang, Jiakai, Luo, Yujie, Xi, Xunke +12 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Information Retrieval (cs.IR)
  54. The 1st Workshop on Human-Centered Recommender Systems
    2024/11/22 by Kaike Zhang, Yunfan Wu, Zhang, Kaike +14 · 2 citations
    Computer Science · #Recommender Systems and Techniques