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Li, Haoxuan

  1. FreDF: Learning to Forecast in the Frequency Domain
    2024/02/04 by Hao Wang, Wang, Hao, Licheng Pan +15 · 25 citations
    Computer Science · #Neural Networks and Applications #Advanced Computational Techniques and Applications
  2. From MOOC to MAIC: Reshaping Online Teaching and Learning through LLM-driven Agents
    2024/09/05 by Jifan Yu, Zheyuan Zhang, Yu, Jifan +67 · 1 voice · 8 citations
    Computer Science · #cs.CY #cs.CL
  3. Empowering LLMs with Logical Reasoning: A Comprehensive Survey
    2025/02/21 by Fengxiang Cheng, Haoxuan Li, Cheng, Fengxiang +9 · 29 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Law, AI, and Intellectual Property
  4. SceneTex: High-Quality Texture Synthesis for Indoor Scenes via Diffusion Priors
    2023/11/28 by Dave Zhenyu Chen, Haoxuan Li, Chen, Dave Zhenyu +7 · 7 citations
    Computer Science · Engineering · #Generative Adversarial Networks and Image Synthesis #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis
  5. Optimal Transport for Treatment Effect Estimation
    2023/10/27 by Hao Wang, Wang, Hao, Zhichao Chen +17 · 8 citations
    Mathematics · #Advanced Causal Inference Techniques #Applications (stat.AP) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
  6. Entire Space Counterfactual Learning for Reliable Content Recommendations
    2022/10/20 by Hao Wang, Zhichao Chen, Wang, Hao +10 · 6 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Image and Video Quality Assessment #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques
  7. CharacterBox: Evaluating the Role-Playing Capabilities of LLMs in Text-Based Virtual Worlds
    2024/12/07 by Lei Wang, Wang, Lei, Jianxun Lian +13 · 12 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Wikis in Education and Collaboration
  8. TDR-CL: Targeted Doubly Robust Collaborative Learning for Debiased Recommendations
    2022/03/19 by Li, Haoxuan, Lyu, Yan, Zheng, Chunyuan +1 · 3 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  9. StableDR: Stabilized Doubly Robust Learning for Recommendation on Data Missing Not at Random
    2022/05/10 by Haoxuan Li, Chunyuan Zheng, Li, Haoxuan +3 · 3 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM
  10. A Generalized Doubly Robust Learning Framework for Debiasing Post-Click Conversion Rate Prediction
    2022/11/12 by Quanyu Dai, Dai, Quanyu, Haoxuan Li +12 · 3 citations
    Computer Science · Social Sciences · #Advanced Computing and Algorithms #FOS: Computer and information sciences #Image and Video Quality Assessment #Machine Learning (cs.LG)
  11. Explainable Few-shot Knowledge Tracing
    2024/05/23 by Li, Haoxuan, Yu, Jifan, Ouyang, Yuanxin +4 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences
  12. Debiased Recommendation with Noisy Feedback
    2024/06/24 by Haoxuan Li, Chunyuan Zheng, Li, Haoxuan +9 · 4 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques
  13. Time-o1: Time-Series Forecasting Needs Transformed Label Alignment
    2025/05/23 by Hao Wang, Wang, Hao, Zhichao Chen +12 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Systems and Control (eess.SY) #Time Series Analysis and Forecasting #electronic engineering #information engineering
  14. OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain
    2025/05/12 by Wenzhen Yue, Yongxin Liu, Yue, Wenzhen +13 · 7 citations
    Computer Science · Decision Sciences · Engineering · #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques
  15. Which Type of Students can LLMs Act? Investigating Authentic Simulation with Graph-based Human-AI Collaborative System
    2025/02/17 by Haoxuan Li, Li, Haoxuan, Jifan Yu +12 · 5 citations
    Computer Science · #Education and Learning Interventions
  16. MME-VideoOCR: Evaluating OCR-Based Capabilities of Multimodal LLMs in Video Scenarios
    2025/05/27 by Yang Shi, Huanqian Wang, Shi, Yang +43 · 5 citations
    Computer Science · #Natural Language Processing Techniques #Video Analysis and Summarization #Speech and dialogue systems
  17. ConvFormer: Revisiting Transformer for Sequential User Modeling
    2023/08/05 by Hao Wang, Jianxun Lian, Wang, Hao +13 · 2 citations
    Computer Science · Social Sciences · Decision Sciences · #Recommender Systems and Techniques #Human Mobility and Location-Based Analysis #Advanced Bandit Algorithms Research
  18. HCMA-UNet: A Hybrid CNN-Mamba UNet with Axial Self-Attention for Efficient Breast Cancer Segmentation
    2025/01/01 by Haoxuan Li, Li, Haoxuan, Wei Song +7 · 3 citations
    Computer Science · Neuroscience · Medicine · #AI in cancer detection #Brain Tumor Detection and Classification #Radiomics and Machine Learning in Medical Imaging
  19. Multiple Robust Learning for Recommendation
    2022/07/09 by Li, Haoxuan, Dai, Quanyu, Li, Yuru +4 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  20. Proximity Matters: Local Proximity Enhanced Balancing for Treatment Effect Estimation
    2024/07/01 by Hao Wang, Zhichao Chen, Wang, Hao +10 · 2 citations
    Mathematics · #Advanced Causal Inference Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  21. Causal Inference with Complex Treatments: A Survey
    2024/07/19 by Wang, Yingrong, Li, Haoxuan, Zhu, Minqin +4 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME)
  22. Towards Understanding Extrapolation: a Causal Lens
    2025/01/15 by Kong, Lingjing, Chen, Guangyi, Stojanov, Petar +3 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  23. Curious Causality-Seeking Agents Learn Meta Causal World
    2025/06/29 by Zhiyu Zhao, Haoxuan Li, Zhao, Zhiyu +11 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Applications (stat.AP) #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics
  24. On the Opportunity of Causal Learning in Recommendation Systems: Foundation, Estimation, Prediction and Challenges
    2022/01/18 by Peng Wu, Wu, Peng, Haoxuan Li +15 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  25. 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
  26. MetaCoCo: A New Few-Shot Classification Benchmark with Spurious Correlation
    2024/04/30 by Min Zhang, Zhang, Min, Haoxuan Li +5 · 1 citation
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Data Classification
  27. Causal Sufficiency and Necessity Improves Chain-of-Thought Reasoning
    2025/06/11 by Yu, Xiangning, Wang, Zhuohan, Yang, Linyi +5 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistics Theory (math.ST)
  28. SemCORE: A Semantic-Enhanced Generative Cross-Modal Retrieval Framework with MLLMs
    2025/04/17 by Haoxuan Li, Yi Bin, Li, Haoxuan +11 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
  29. Towards Fast, Memory-based and Data-Efficient Vision-Language Policy
    2025/03/13 by Haoxuan Li, Li, Haoxuan, Sixu Yan +5 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services
  30. BIASINSPECTOR: Detecting Bias in Structured Data through LLM Agents
    2025/04/07 by Haoxuan Li, Li, Haoxuan, Mingyu Derek Ma +9 · 2 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Quality and Management #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification
  31. Beyond Similarity: Personalized Federated Recommendation with Composite Aggregation
    2024/06/06 by Zhang, Honglei, Li, Haoxuan, Chen, Jundong +6 · 2 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  32. Learning Efficient and Generalizable Graph Retriever for Knowledge-Graph Question Answering
    2025/06/11 by Tianjun Yao, Yao, Tianjun, Haoxuan Li +9 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Multimodal Machine Learning Applications
  33. Learning Counterfactual Outcomes Under Rank Preservation
    2025/02/10 by Peng Wu, Haoxuan Li, Wu, Peng +13 · 2 citations
    Computer Science · Mathematics · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference
  34. CoLD: Counterfactually-Guided Length Debiasing for Process Reward Models in Mathematical Reasoning
    2025/07/21 by Congmin Zheng, Zheng, Congmin, Jiachen Zhu +12 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
  35. Causal Fine-Tuning under Latent Confounded Shift
    2024/10/18 by Jialin Yu, Yu, Jialin, Yuxiang Zhou +9 · 1 citation
    Computer Science · #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  36. TransFR: Transferable Federated Recommendation with Adapter Tuning on Pre-trained Language Models
    2024/02/02 by Zhang, Honglei, Li, Zhiwei, Li, Haoxuan +3 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  37. MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering
    2025/06/22 by Dang, Jisheng, Song, Huilin, Xiao, Junbin +6 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  38. Learning without Isolation: Pathway Protection for Continual Learning
    2025/05/24 by Zhikang Chen, Chen, Zhikang, Abudukelimu Wuerkaixi +22 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
  39. Decomposing and Fusing Intra- and Inter-Sensor Spatio-Temporal Signal for Multi-Sensor Wearable Human Activity Recognition
    2025/01/19 by Haoyu Xie, Haoxuan Li, Xie, Haoyu +11 · 1 citation
    Computer Science · #Context-Aware Activity Recognition Systems