PPaperPicks

Amin Beheshti

Macquarie University, Sydney, NSW, Australia

49 papers at tracked venues · 32 at CORE A* · active 2024–2026

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Venues

WWW ×16AAAI ×7ACM MM ×5IJCAI ×5ICDM ×4WSDM ×4ACL ×2CIKM ×2EDBT ×1MICCAI ×1NeurIPS ×1SIGKDD ×1

Frequent coauthors

Yuwen Liu
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Nasrin Shabani
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Rongwei Xu
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MohammadHossein Ahmadi
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Jianye Xie
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Haolong Xiang
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Zhenyu Yang
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Hadi Mohammadzadeh Abachi
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Te Song
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Gaoxiang Cong
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Xuexiong Luo
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Yongzhe Jia
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Papers

  1. Adaptive and Reinforcement-Guided Contrastive Hypergraph Distillation
    WSDM 2026 ·
    Rongwei Xu
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  2. DDGCL: Dual Diffusion-based Graph Contrastive Learning for Recommendation
    WSDM 2026 ·
    Shiqi Ge
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  3. DyLogNet: A Dynamic Multi-Relational Graph Framework for Log Anomaly Detection
    WWW 2026 ·
    Xudong Zhao
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  4. Frugal Agents: Efficient Bio Reasoning via Long-Sequence Compression and Prompt-Gated Memory
    WWW 2026 ·
    MohammadHossein Ahmadi
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  5. Hyperbolic-Enhanced Mixture-of-Experts Mamba for Sequential Recommendation
    AAAI 2026 ·
    Yuwen Liu
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  6. ImVision: Adapting Pretrained Vision Models for Time-Series Imputation
    WWW 2026 ·
    Alireza Shammasi
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  7. Joint Similar User Exploration and Informative Behavior Guidance for Multi-Modal New Item Recommendation
    WWW 2026 ·
    Jianye Xie
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  8. LHG: LLM-enhanced and Heterogeneous Graph-induced for Unsupervised Social Event Detection
    WWW 2026 ·
    Zitai Qiu
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  9. MARCH: Multi-Teacher Contrastive Hypergraph Distillation
    WWW 2026 ·
    Rongwei Xu
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  10. MTP: Exploring Multimodal Urban Traffic Profiling with Modality Augmentation and Spectrum Fusion
    AAAI 2026 ·
    Haolong Xiang
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  11. PLIKD: Prompt Learning with Instance-aware Knowledge Distillation for Web-scale Semantic Image Classification
    WWW 2026 ·
    Jianye Xie
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  12. Revisiting Graph-Level Anomaly Detection: From Partially to Fully Unsupervised Learning
    WWW 2026 ·
    Zhenyu Yang
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  13. Tracking the Unstable: Appearance-Guided Motion Modeling for Robust Multi-Object Tracking in UAV-Captured Videos
    AAAI 2026 ·
    Jianbo Ma
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  14. Weakly Supervised Multimodal Claim Verification with Entity-Graph Inference
    WWW 2026 ·
    Kiana Bagheri-Lotfabad
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  15. A Competitive-Cooperative Approach to Dynamic Pricing for Two-Sided Hospitality Platforms
    WWW 2025 ·
    Hadi Mohammadzadeh Abachi
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  16. A Multiagent-based Framework on RoboCup Simulation System for Enhancing Rescue Operation during Dynamic Disaster Environments
    WWW 2025 ·
    Qihua Lyu
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  17. Balancing User-Item Structure and Interaction with Large Language Models and Optimal Transport for Multimedia Recommendation
    IJCAI 2025 ·
    Haodong Li
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  18. Boosting Guided Diffusion with Large Language Models for Multimodal Sequential Recommendation
    ACM MM 2025 ·
    Te Song
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  19. CausalMVC: Causal Content-Style Representation Learning for Deep Multi-View Clustering
    ACM MM 2025 ·
    Shifeng Bao
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  20. DivGCL: A Graph Contrastive Learning Model for Diverse Recommendation
    AAAI 2025 ·
    Wenwen Gong
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  21. Empowering Multimodal Road Traffic Profiling with Vision Language Models and Frequency Spectrum Fusion
    IJCAI 2025 ·
    Haolong Xiang
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  22. Enhancing Diffusion Model with Auxiliary Information Mining-Exploration and Efficient Sampling Mechanism for Sequential Recommendation
    AAAI 2025 ·
    Te Song
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  23. FlowDubber: Movie Dubbing with LLM-based Semantic-aware Learning and Flow Matching based Voice Enhancing
    ACM MM 2025 ·
    Gaoxiang Cong
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  24. Global Interpretable Graph-level Anomaly Detection via Prototype
    SIGKDD 2025 ·
    Zhenyu Yang
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  25. HEAL: Healthcare Emergency Assistants Leveraging Large Language Models
    WWW 2025 ·
    Zihan Zhu
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  26. Hyperbolic Variational Graph Auto-Encoder for Next POI Recommendation
    WWW 2025 ·
    Yuwen Liu
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  27. Incomplete Multi-View Multi-Label Classification via Diffusion-Guided Redundancy Removal
    AAAI 2025 ·
    Shilong Ou
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  28. LLMs as Historical Actors: How AI Systems Influence the Web's Evolution
    WWW 2025 ·
    Usman Naseem
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  29. Learning from Uncertainty: A Cloud-Based Active Learning for Detecting Bone Union in Mandibular Reconstruction
    ICDM 2025 ·
    MohammadHossein Ahmadi
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  30. Next-Generation Price Recommendation with LLM-Augmented Graph Transformers
    CIKM 2025 ·
    Hadi Mohammadzadeh Abachi
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  31. PersoPilot: An Adaptive AI-Copilot for Transparent Contextualized Persona Classification and Personalized Response Generation
    ICDM 2025 ·
    Saleh Afzoon
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  32. PipeMind: Toward a Multi-Agent Framework for Real-Time Feedback and Continuous Optimization in Analytics Pipelines
    WWW 2025 ·
    Hirad Baradaran Rezaei
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  33. SDVPT: Semantic-Driven Visual Prompt Tuning for Open-world Object Counting
    ACM MM 2025 ·
    Yiming Zhao
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  34. STGS: Spatio-temporal Graph Sparsification Using Reinforcement Learning
    CIKM 2025 ·
    Nasrin Shabani
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  35. Trffc: Efficient Traffic Forecasting through Adaptive Spatio-Temporal Graph Reduction
    WWW 2025 ·
    Nasrin Shabani
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  36. Uncertainty-Aware Dynamic Knowledge Graphs for Reliable Question Answering
    ICDM 2025 ·
    Yu Takahashi
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  37. VITAL: A New Dataset for Benchmarking Pluralistic Alignment in Healthcare
    ACL 2025 ·
    Anudeex Shetty
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  38. Variational Graph Auto-Encoder Driven Graph Enhancement for Sequential Recommendation
    IJCAI 2025 ·
    Yuwen Liu
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  39. An Interpretable Brain Graph Contrastive Learning Framework for Brain Disorder Analysis
    WSDM 2024 ·
    Xuexiong Luo
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  40. Cluster-driven Personalized Federated Recommendation with Interest-aware Graph Convolution Network for Multimedia
    ACM MM 2024 ·
    Xingyuan Mao
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  41. Counterfactual Brain Graph Augmentation Guided Bi-Level Contrastive Learning for Disorder Analysis
    ICDM 2024 ·
    Guangwei Dong
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  42. DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices
    NeurIPS 2024 ·
    Yongzhe Jia
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  43. Distributionally-Adaptive Variational Meta Learning for Brain Graph Classification
    MICCAI 2024 ·
    Jing Du
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  44. EvidenceQuest: An Interactive Evidence Discovery System for Explainable Artificial Intelligence
    WSDM 2024 ·
    Ambreen Hanif
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  45. FedLPS: Heterogeneous Federated Learning for Multiple Tasks with Local Parameter Sharing
    AAAI 2024 ·
    Yongzhe Jia
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  46. Graph Neural Networks for Brain Graph Learning: A Survey
    IJCAI 2024 ·
    Xuexiong Luo
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  47. GraphSUM: Scalable Graph Summarization for Efficient Question Answering
    EDBT 2024 ·
    Nasrin Shabani
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  48. Shadow-Free Membership Inference Attacks: Recommender Systems Are More Vulnerable Than You Thought
    IJCAI 2024 ·
    Xiaoxiao Chi
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  49. StyleDubber: Towards Multi-Scale Style Learning for Movie Dubbing
    ACL 2024 ·
    Gaoxiang Cong
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