PPaperPicks

Imran Razzak

Deakin University, School of Information Technology, Geelong, Australia

49 papers at tracked venues · 36 at CORE A* · active 2024–2026

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Venues

WWW ×16NeurIPS ×8AAAI ×5MICCAI ×4ACL ×3WSDM ×3EMNLP ×2ICDM ×2ACM MM ×1CIKM ×1CVPR ×1ICCV ×1ICRA ×1SIGKDD ×1

Frequent coauthors

Yulong Li
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Lingzhi Shen
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Yichen Li
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Shuvam Shiwakoti
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Arian Prabowo
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Feilong Tang
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Ruiyi Yang
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Xiwei Liu
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Niranjana Arun Menon
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Ghadir Alselwi
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Zhixiang Lu
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Jianghao Wu
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Papers

  1. Beyond Single Pass, Looping Through Time: KG-IRAG with Iterative Knowledge Retrieval
    WWW 2026 ·
    Ruiyi Yang
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  2. CNText2Sign and CNSign: Unified Chinese Sign Language Datasets for Bidirectional Accessibility
    SIGKDD 2026 ·
    Yulong Li
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  3. Data-Centric Sequential Recommendation with Relation-Augmented Generation
    AAAI 2026 ·
    Yichen Li
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  4. DeLo: Dual Decomposed Low-Rank Experts Collaboration for Continual Missing Modality Learning
    AAAI 2026 ·
    Xiwei Liu
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  5. Exploring the Influence of Lifestyle, Social Health, and Demographic Factors on Psychological Well-being and Engagement Levels
    WWW 2026 ·
    Niranjana Arun Menon
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  6. FedCD: Towards Consolidated Distillation for Heterogeneous Federated Learning
    AAAI 2026 ·
    Yichen Li
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  7. Long Context Modeling with Ranked Memory-Augmented Retrieval
    ACL 2026 ·
    Ghadir Alselwi
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  8. Rhythm of Opinion: Interpretable Hawkes-Graph Networks for Hierarchical Opinion Propagation
    WWW 2026 ·
    Yulong Li
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  9. SAGE: Sustainable Agent-Guided Expert-tuning for Culturally Attuned Translation in Low-Resource Southeast Asia
    WWW 2026 ·
    Zhixiang Lu
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  10. TAGS: A Test-Time Generalist-Specialist Framework with Retrieval-Augmented Reasoning and Verification
    ACL 2026 ·
    Jianghao Wu
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  11. Towards Robust Heterogeneous Graph Explanations under Structural Perturbations
    WWW 2026 ·
    Yifan Lu
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  12. VALIANT: Prompt Instability for Active Learning in Black-Box Medical Imaging
    AAAI 2026 ·
    Dwarikanath Mahapatra
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  13. A Knowledge-driven Adaptive Collaboration of LLMs for Enhancing Medical Decision-making
    EMNLP 2025 ·
    Xiao Wu
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  14. AIM 2025 Rip Current Segmentation (RipSeg) Challenge Report
    ICCV 2025 ·
    Andrei Dumitriu
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  15. Addressing the Challenges of Mental Health Conversations with Large Language Models
    WWW 2025 ·
    Shuvam Shiwakoti
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  16. BAKER: Bayesian Kernel Uncertainty in Domain-Specific Document Modelling
    WSDM 2025 ·
    Ubaid Azam
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  17. BEAST: Leveraging Contrastive Learning and Unsupervised Sentence Embeddings for Improved Drug Abuse Detection
    WWW 2025 ·
    Shuvam Shiwakoti
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  18. Brick-by-Brick: Cyber-Physical Building Data Classification Challenge
    WWW 2025 ·
    Arian Prabowo
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  19. CALM: Culturally Self-Aware Language Models
    NeurIPS 2025 ·
    Lingzhi Shen
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  20. CBRCL: A CLIP-BERT with Retrieval-Guided Contrastive Learning Multimodal Approach for Crisis-Driven Hate Speech Detection
    WWW 2025 ·
    Ilya Stepanov
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  21. CG-SSL: Concept-Guided Self-Supervised Learning
    NeurIPS 2025 ·
    Sara Atito
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  22. Cross Platform MultiModal Retrieval Augmented Distillation for Code-Switched Content Understanding
    WWW 2025 ·
    Surendrabikram Thapa
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  23. Decoding Causal Structure: End-to-End Mediation Pathways Inference
    NeurIPS 2025 ·
    Yulong Li
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  24. Dual-Stage Value-Guided Inference with Margin-Based Reward Adjustment for Fast and Faithful VLM Captioning
    NeurIPS 2025 ·
    Ankan Deria
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  25. Effectiveness of Privacy-preserving Algorithms in LLMs: A Benchmark and Empirical Analysis
    WWW 2025 ·
    Jinglin Sun
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  26. EmoPerso: Enhancing Personality Detection with Self-Supervised Emotion-Aware Modelling
    CIKM 2025 ·
    Lingzhi Shen
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  27. Few Labels with Active Learning: From Weak to Strong Labels for Misinformation Detection
    WWW 2025 ·
    Abdulrahman Abdullah Alalawi
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  28. From Generation to Detection: A Multimodal Multi-Task Dataset for Benchmarking Health Misinformation
    EMNLP 2025 ·
    Zhihao Zhang
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  29. GAMED: Knowledge Adaptive Multi-Experts Decoupling for Multimodal Fake News Detection
    WSDM 2025 ·
    Lingzhi Shen
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  30. Genesis: A Large-Scale Benchmark for Multimodal Large Language Model in Emotional Causality Analysis
    ACM MM 2025 ·
    Yulong Li
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  31. KG-UQ: Knowledge Graph-Based Uncertainty Quantification for Long Text in Large Language Models
    WWW 2025 ·
    Yingqing Yuan
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  32. MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation
    ACL 2025 ·
    Haochen Xue
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  33. MSWAL: 3D Multi-class Segmentation of Whole Abdominal Lesions Dataset
    MICCAI 2025 ·
    Zhaodong Wu
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  34. PoliMeme: Exploring Offensive Meme Propagation in the Israel-Palestine Conflict
    WWW 2025 ·
    Pratham Grover
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  35. RipGAN: A GAN-Based Rip Current Data Augmentation Method
    ICRA 2025 ·
    Shenyang Qian
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  36. Robust Multimodal Learning for Ophthalmic Disease Grading via Disentangled Representation
    MICCAI 2025 ·
    Xinkun Wang
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  37. Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding
    CVPR 2025 ·
    Feilong Tang
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  38. Stain-Aware Augmentation and Hybrid Loss for Domain-Generalized Atypical Mitosis Classification
    MICCAI 2025 ·
    Adinath Madhavrao Dukre
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  39. TIME 2025: 1st International Workshop on Transformative Insights in Multi-faceted Evaluation
    WWW 2025 ·
    Lei Wang
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  40. Towards Dynamic 3D Reconstruction of Hand-Instrument Interaction in Ophthalmic Surgery
    NeurIPS 2025 ·
    Ming Hu
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  41. UniViT: Unifying Image and Video Understanding in One Vision Encoder
    NeurIPS 2025 ·
    Feilong Tang
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  42. BiTSA: Leveraging Time Series Foundation Model for Building Energy Analytics
    ICDM 2024 ·
    Xiachong Lin
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  43. Building Timeseries Dataset: Empowering Large-Scale Building Analytics
    NeurIPS 2024 ·
    Arian Prabowo
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  44. ByteScience: Bridging Unstructured Scientific Literature and Structured Data with Auto Fine-tuned Large Language Model in Token Granularity
    ICDM 2024 ·
    Tong Xie
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  45. Construction and Application of Materials Knowledge Graph in Multidisciplinary Materials Science via Large Language Model
    NeurIPS 2024 ·
    Yanpeng Ye
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  46. DHGCN: Dynamic Hop Graph Convolution Network for Self-Supervised Point Cloud Learning
    AAAI 2024 ·
    Jincen Jiang
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  47. Efficient Deep Learning Models for Evaluating the Progression of Age-Related Macular Degeneration Through Optical Coherence Tomography
    MICCAI 2024 ·
    Abdul Qayyum
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  48. IDoFew: Intermediate Training Using Dual-Clustering in Language Models for Few Labels Text Classification
    WSDM 2024 ·
    Abdullah Alsuhaibani
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  49. Unveiling Misogyny Memes: A Multimodal Analysis of Modality Effects on Identification
    WWW 2024 ·
    Shijing Chen
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