PPaperPicks

Amin Beheshti

Macquarie University, Sydney, NSW, Australia

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

DBLP profile ↗ORCID 0000-0002-5988-5494 ↗Google Scholar ↗Homepage ↗

Venues

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

Frequent coauthors

Xuyun Zhang
×19
Lianyong Qi
×14
Xiaolong Xu
×14
Jia Wu
×12
Yuankai Qi
×10
Jian Yang
×10
Wanchun Dou
×9
Shan Xue
×8
Quan Z. Sheng
×8
Weiming Liu
×7
Haolong Xiang
×6
Xiaokang Zhou
×6

Papers

  1. Adaptive and Reinforcement-Guided Contrastive Hypergraph Distillation
    WSDM 2026 ·
    Rongwei Xu
    ,
    Zitai Qiu
    ,
    Pengfei Ding
    ,
    Yan Wang
    ,
    Jia Wu
    , Amin Beheshti,
    Guanfeng Liu
  2. DDGCL: Dual Diffusion-based Graph Contrastive Learning for Recommendation
    WSDM 2026 ·
    Shiqi Ge
    ,
    Shunmei Meng
    ,
    Xiaoxiao Chi
    ,
    Lianyong Qi
    ,
    Xiaolong Xu
    , Amin Beheshti,
    Xuyun Zhang
  3. DyLogNet: A Dynamic Multi-Relational Graph Framework for Log Anomaly Detection
    WWW 2026 ·
    Xudong Zhao
    ,
    Xiaolong Xu
    ,
    Haolong Xiang
    ,
    Tong Gao
    ,
    Lianyong Qi
    , Amin Beheshti,
    Xuyun Zhang
    ,
    Wanchun Dou
  4. Frugal Agents: Efficient Bio Reasoning via Long-Sequence Compression and Prompt-Gated Memory
    WWW 2026 ·
    MohammadHossein Ahmadi
    ,
    Saleh Afzoon
    ,
    Kamyar Taeb
    ,
    Parimehr Morassafar
    , Amin Beheshti
  5. Hyperbolic-Enhanced Mixture-of-Experts Mamba for Sequential Recommendation
    AAAI 2026 ·
    Yuwen Liu
    ,
    Lianyong Qi
    ,
    Xingyuan Mao
    ,
    Weiming Liu
    ,
    Xuhui Fan
    ,
    Qiang Ni
    ,
    Xuyun Zhang
    ,
    Yang Zhang
    ,
    Yuan Tian
    , Amin Beheshti
  6. ImVision: Adapting Pretrained Vision Models for Time-Series Imputation
    WWW 2026 ·
    Alireza Shammasi
    , Amin Beheshti,
    Milad Mosharraf
    ,
    Min Li
    ,
    Pooyan Asgari
    ,
    Yuankai Qi
  7. Joint Similar User Exploration and Informative Behavior Guidance for Multi-Modal New Item Recommendation
    WWW 2026 ·
    Jianye Xie
    ,
    Lianyong Qi
    ,
    Weiming Liu
    ,
    Anqi Wang
    ,
    Xiaolong Xu
    ,
    Haolong Xiang
    ,
    Xuyun Zhang
    ,
    Wenwen Gong
    ,
    Yang Zhang
    , Amin Beheshti,
    Wanchun Dou
  8. LHG: LLM-enhanced and Heterogeneous Graph-induced for Unsupervised Social Event Detection
    WWW 2026 ·
    Zitai Qiu
    ,
    Rongwei Xu
    ,
    Congbo Ma
    ,
    Shan Xue
    ,
    Jian Yang
    ,
    Guanfeng Liu
    ,
    Quan Z. Sheng
    , Amin Beheshti,
    Jia Wu
  9. MARCH: Multi-Teacher Contrastive Hypergraph Distillation
    WWW 2026 ·
    Rongwei Xu
    ,
    Zitai Qiu
    ,
    Pengfei Ding
    ,
    Jia Wu
    ,
    Yan Wang
    , Amin Beheshti,
    Guanfeng Liu
  10. MTP: Exploring Multimodal Urban Traffic Profiling with Modality Augmentation and Spectrum Fusion
    AAAI 2026 ·
    Haolong Xiang
    ,
    Peisi Wang
    ,
    Xiaolong Xu
    ,
    Kun Yi
    ,
    Xuyun Zhang
    ,
    Quan Z. Sheng
    , Amin Beheshti,
    Wei Fan
  11. PLIKD: Prompt Learning with Instance-aware Knowledge Distillation for Web-scale Semantic Image Classification
    WWW 2026 ·
    Jianye Xie
    ,
    Chunhua Hu
    ,
    Lianyong Qi
    ,
    Fan Wang
    ,
    Xiaolong Xu
    ,
    Haolong Xiang
    ,
    Xuyun Zhang
    ,
    Shichao Pei
    , Amin Beheshti,
    Wanchun Dou
    ,
    Xiaokang Zhou
  12. Revisiting Graph-Level Anomaly Detection: From Partially to Fully Unsupervised Learning
    WWW 2026 ·
    Zhenyu Yang
    ,
    Ge Zhang
    ,
    Shan Xue
    ,
    Xiaoxiao Ma
    ,
    Jian Yang
    ,
    Hao Peng
    , Amin Beheshti,
    Jia Wu
  13. Tracking the Unstable: Appearance-Guided Motion Modeling for Robust Multi-Object Tracking in UAV-Captured Videos
    AAAI 2026 ·
    Jianbo Ma
    ,
    Hui Luo
    ,
    Qi Chen
    ,
    Yuankai Qi
    ,
    Yumei Sun
    , Amin Beheshti,
    Jianlin Zhang
    ,
    Ming-Hsuan Yang
  14. Weakly Supervised Multimodal Claim Verification with Entity-Graph Inference
    WWW 2026 ·
    Kiana Bagheri-Lotfabad
    , Amin Beheshti,
    Milad Mosharraf
    ,
    Min Li
    ,
    Pooyan Asgari
    ,
    Guanfeng Liu
  15. A Competitive-Cooperative Approach to Dynamic Pricing for Two-Sided Hospitality Platforms
    WWW 2025 ·
    Hadi Mohammadzadeh Abachi
    ,
    Majid Namazi
    ,
    Milad Mosharraf
    ,
    Pooyan Asgari
    , Amin Beheshti
  16. A Multiagent-based Framework on RoboCup Simulation System for Enhancing Rescue Operation during Dynamic Disaster Environments
    WWW 2025 ·
    Qihua Lyu
    ,
    Xin Cao
    ,
    Yongsheng Yu
    ,
    Shan Xue
    ,
    Jian Yang
    ,
    Jia Wu
    , Amin Beheshti
  17. Balancing User-Item Structure and Interaction with Large Language Models and Optimal Transport for Multimedia Recommendation
    IJCAI 2025 ·
    Haodong Li
    ,
    Lianyong Qi
    ,
    Weiming Liu
    ,
    Xiaolong Xu
    ,
    Wanchun Dou
    ,
    Yang Cao
    ,
    Xuyun Zhang
    , Amin Beheshti,
    Xiaokang Zhou
  18. Boosting Guided Diffusion with Large Language Models for Multimodal Sequential Recommendation
    ACM MM 2025 ·
    Te Song
    ,
    Lianyong Qi
    ,
    Weiming Liu
    ,
    Fan Wang
    ,
    Xiaolong Xu
    ,
    Hongsheng Hu
    ,
    Yang Cao
    ,
    Xuyun Zhang
    , Amin Beheshti
  19. CausalMVC: Causal Content-Style Representation Learning for Deep Multi-View Clustering
    ACM MM 2025 ·
    Shifeng Bao
    ,
    Zhe Xue
    ,
    Qi Chen
    ,
    Shilong Ou
    , Amin Beheshti,
    Quan Z. Sheng
    ,
    Anton van den Hengel
    ,
    Yuankai Qi
  20. DivGCL: A Graph Contrastive Learning Model for Diverse Recommendation
    AAAI 2025 ·
    Wenwen Gong
    ,
    Yangliao Geng
    ,
    Dan Zhang
    ,
    Yifan Zhu
    ,
    Xiaolong Xu
    ,
    Haolong Xiang
    , Amin Beheshti,
    Xuyun Zhang
    ,
    Lianyong Qi
  21. Empowering Multimodal Road Traffic Profiling with Vision Language Models and Frequency Spectrum Fusion
    IJCAI 2025 ·
    Haolong Xiang
    ,
    Xiaolong Xu
    ,
    Guangdong Wang
    ,
    Xuyun Zhang
    ,
    Xiaoyong Li
    ,
    Qi Zhang
    , Amin Beheshti,
    Wei Fan
  22. Enhancing Diffusion Model with Auxiliary Information Mining-Exploration and Efficient Sampling Mechanism for Sequential Recommendation
    AAAI 2025 ·
    Te Song
    ,
    Lianyong Qi
    ,
    Weiming Liu
    ,
    Fan Wang
    ,
    Xiaolong Xu
    ,
    Xuyun Zhang
    , Amin Beheshti,
    Xiaokang Zhou
    ,
    Wanchun Dou
  23. FlowDubber: Movie Dubbing with LLM-based Semantic-aware Learning and Flow Matching based Voice Enhancing
    ACM MM 2025 ·
    Gaoxiang Cong
    ,
    Liang Li
    ,
    Jiadong Pan
    ,
    Zhedong Zhang
    , Amin Beheshti,
    Anton van den Hengel
    ,
    Yuankai Qi
    ,
    Qingming Huang
  24. GWise: A Graph-Structured Multi-Agent Framework for Service-Oriented and Generative-AI-Enabled Financial Trading Analytics
    ICWS 2025 ·
    Hirad Baradaran Rezaei
    ,
    Fethi Rabhi
    , Amin Beheshti
  25. Global Interpretable Graph-level Anomaly Detection via Prototype
    SIGKDD 2025 ·
    Zhenyu Yang
    ,
    Ge Zhang
    ,
    Jia Wu
    ,
    Jian Yang
    ,
    Shan Xue
    , Amin Beheshti,
    Hao Peng
    ,
    Quan Z. Sheng
  26. HEAL: Healthcare Emergency Assistants Leveraging Large Language Models
    WWW 2025 ·
    Zihan Zhu
    ,
    Qiongkai Xu
    , Amin Beheshti
  27. Hyperbolic Variational Graph Auto-Encoder for Next POI Recommendation
    WWW 2025 ·
    Yuwen Liu
    ,
    Lianyong Qi
    ,
    Xingyuan Mao
    ,
    Weiming Liu
    ,
    Fan Wang
    ,
    Xiaolong Xu
    ,
    Xuyun Zhang
    ,
    Wanchun Dou
    ,
    Xiaokang Zhou
    , Amin Beheshti
  28. IEEE International Conference on Web Services, ICWS 2025, Helsinki, Finland, July 7-12, 2025
    ICWS 2025 ·
    Rong N. Chang
    ,
    Carl K. Chang
    ,
    Jingwei Yang
    ,
    Nimanthi Atukorala
    ,
    Dan Chen
    ,
    Sumi Helal
    ,
    Sasu Tarkoma
    ,
    Qiang He
    ,
    Tevfik Kosar
    ,
    Claudio A. Ardagna
    , Amin Beheshti,
    Bo Cheng
    ,
    Walid Gaaloul
  29. Incomplete Multi-View Multi-Label Classification via Diffusion-Guided Redundancy Removal
    AAAI 2025 ·
    Shilong Ou
    ,
    Zhe Xue
    ,
    Lixiong Qin
    ,
    Yawen Li
    ,
    Meiyu Liang
    ,
    Junjiang Wu
    ,
    Xuyun Zhang
    , Amin Beheshti,
    Yuankai Qi
  30. LLMs as Historical Actors: How AI Systems Influence the Web's Evolution
    WWW 2025 ·
    Usman Naseem
    ,
    Junaid Rashid
    ,
    Jungeun Kim
    , Amin Beheshti,
    Jian Yang
    ,
    Mark Dras
  31. Learning from Uncertainty: A Cloud-Based Active Learning for Detecting Bone Union in Mandibular Reconstruction
    ICDM 2025 ·
    MohammadHossein Ahmadi
    , Amin Beheshti,
    Yuankai Qi
    ,
    Sam Mokhtari
    ,
    Maryam Khanian Najafabadi
    ,
    Masako Dunn
    ,
    Jonathan R. Clark
  32. Next-Generation Price Recommendation with LLM-Augmented Graph Transformers
    CIKM 2025 ·
    Hadi Mohammadzadeh Abachi
    , Amin Beheshti,
    Milad Mosharraf
    ,
    Pooyan Asgari
    ,
    Majid Namazi
  33. PersoPilot: An Adaptive AI-Copilot for Transparent Contextualized Persona Classification and Personalized Response Generation
    ICDM 2025 ·
    Saleh Afzoon
    , Amin Beheshti,
    Usman Naseem
  34. PipeMind: Toward a Multi-Agent Framework for Real-Time Feedback and Continuous Optimization in Analytics Pipelines
    WWW 2025 ·
    Hirad Baradaran Rezaei
    ,
    Fethi Rabhi
    , Amin Beheshti
  35. SDVPT: Semantic-Driven Visual Prompt Tuning for Open-world Object Counting
    ACM MM 2025 ·
    Yiming Zhao
    ,
    Guorong Li
    ,
    Laiyun Qing
    , Amin Beheshti,
    Jian Yang
    ,
    Quan Z. Sheng
    ,
    Yuankai Qi
    ,
    Qingming Huang
  36. STGS: Spatio-temporal Graph Sparsification Using Reinforcement Learning
    CIKM 2025 ·
    Nasrin Shabani
    , Amin Beheshti,
    Yuankai Qi
    ,
    Venus Haghighi
    ,
    Jin Foo
    ,
    Jia Wu
  37. Trffc: Efficient Traffic Forecasting through Adaptive Spatio-Temporal Graph Reduction
    WWW 2025 ·
    Nasrin Shabani
    , Amin Beheshti,
    Yuankai Qi
    ,
    Venus Haghighi
    ,
    Sahar Moradizeyveh
    ,
    Quan Z. Sheng
  38. Uncertainty-Aware Dynamic Knowledge Graphs for Reliable Question Answering
    ICDM 2025 ·
    Yu Takahashi
    ,
    Shun Takeuchi
    ,
    Kexuan Xin
    ,
    Guillaume Pelat
    ,
    Yoshiaki Ikai
    ,
    Junya Saito
    ,
    Jonathan Vitale
    ,
    Shlomo Berkovsky
    , Amin Beheshti
  39. VITAL: A New Dataset for Benchmarking Pluralistic Alignment in Healthcare
    ACL 2025 ·
    Anudeex Shetty
    , Amin Beheshti,
    Mark Dras
    ,
    Usman Naseem
  40. Variational Graph Auto-Encoder Driven Graph Enhancement for Sequential Recommendation
    IJCAI 2025 ·
    Yuwen Liu
    ,
    Lianyong Qi
    ,
    Xingyuan Mao
    ,
    Weiming Liu
    ,
    Shichao Pei
    ,
    Fan Wang
    ,
    Xuyun Zhang
    , Amin Beheshti,
    Xiaokang Zhou
  41. An Interpretable Brain Graph Contrastive Learning Framework for Brain Disorder Analysis
    WSDM 2024 ·
    Xuexiong Luo
    ,
    Guangwei Dong
    ,
    Jia Wu
    , Amin Beheshti,
    Jian Yang
    ,
    Shan Xue
  42. Cluster-driven Personalized Federated Recommendation with Interest-aware Graph Convolution Network for Multimedia
    ACM MM 2024 ·
    Xingyuan Mao
    ,
    Yuwen Liu
    ,
    Lianyong Qi
    ,
    Li Duan
    ,
    Xiaolong Xu
    ,
    Xuyun Zhang
    ,
    Wanchun Dou
    , Amin Beheshti,
    Xiaokang Zhou
  43. Counterfactual Brain Graph Augmentation Guided Bi-Level Contrastive Learning for Disorder Analysis
    ICDM 2024 ·
    Guangwei Dong
    ,
    Xuexiong Luo
    ,
    Jing Du
    ,
    Jia Wu
    ,
    Shan Xue
    ,
    Jian Yang
    , Amin Beheshti
  44. DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices
    NeurIPS 2024 ·
    Yongzhe Jia
    ,
    Xuyun Zhang
    ,
    Hongsheng Hu
    ,
    Kim-Kwang Raymond Choo
    ,
    Lianyong Qi
    ,
    Xiaolong Xu
    , Amin Beheshti,
    Wanchun Dou
  45. Distributionally-Adaptive Variational Meta Learning for Brain Graph Classification
    MICCAI 2024 ·
    Jing Du
    ,
    Guangwei Dong
    ,
    Congbo Ma
    ,
    Shan Xue
    ,
    Jia Wu
    ,
    Jian Yang
    , Amin Beheshti,
    Quan Z. Sheng
    ,
    Alexis Giral
  46. EvidenceQuest: An Interactive Evidence Discovery System for Explainable Artificial Intelligence
    WSDM 2024 ·
    Ambreen Hanif
    , Amin Beheshti,
    Xuyun Zhang
    ,
    Steven Wood
    ,
    Boualem Benatallah
    ,
    EuJin Foo
  47. FedLPS: Heterogeneous Federated Learning for Multiple Tasks with Local Parameter Sharing
    AAAI 2024 ·
    Yongzhe Jia
    ,
    Xuyun Zhang
    , Amin Beheshti,
    Wanchun Dou
  48. Graph Neural Networks for Brain Graph Learning: A Survey
    IJCAI 2024 ·
    Xuexiong Luo
    ,
    Jia Wu
    ,
    Jian Yang
    ,
    Shan Xue
    , Amin Beheshti,
    Quan Z. Sheng
    ,
    David McAlpine
    ,
    Paul F. Sowman
    ,
    Alexis Giral
    ,
    Philip S. Yu
  49. GraphSUM: Scalable Graph Summarization for Efficient Question Answering
    EDBT 2024 ·
    Nasrin Shabani
    , Amin Beheshti,
    Jia Wu
    ,
    Maryam Khanian Najafabadi
    ,
    Jin Foo
    ,
    Alireza Jolfaei
  50. Shadow-Free Membership Inference Attacks: Recommender Systems Are More Vulnerable Than You Thought
    IJCAI 2024 ·
    Xiaoxiao Chi
    ,
    Xuyun Zhang
    ,
    Yan Wang
    ,
    Lianyong Qi
    , Amin Beheshti,
    Xiaolong Xu
    ,
    Kim-Kwang Raymond Choo
    ,
    Shuo Wang
    ,
    Hongsheng Hu
  51. StyleDubber: Towards Multi-Scale Style Learning for Movie Dubbing
    ACL 2024 ·
    Gaoxiang Cong
    ,
    Yuankai Qi
    ,
    Liang Li
    , Amin Beheshti,
    Zhedong Zhang
    ,
    Anton van den Hengel
    ,
    Ming-Hsuan Yang
    ,
    Chenggang Yan
    ,
    Qingming Huang