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Feng Xia

Federation University Australia, School of Science, Engineering and Information Technology, Ballarat, Australia

36 papers at tracked venues · 27 at CORE A* · active 2024–2026

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Venues

WWW ×12AAAI ×4IJCAI ×4ACM MM ×3ICLR ×3SIGKDD ×2ACL ×1CIKM ×1EACL ×1ICCV ×1IROS ×1InterSpeech ×1NAACL ×1NeurIPS ×1

Frequent coauthors

Renqiang Luo
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Jing Ren
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Yicong Li
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Ciyuan Peng
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Chengpei Xu
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Bo Xu
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Yuze Liu
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Bowen Li
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Vy Nguyen
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Bo Xu
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Qipeng Song
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Senqi Yang
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Papers

  1. A Structure-Agnostic Co-Tuning Framework for LLMs and SLMs in Cloud-Edge Systems
    WWW 2026 ·
    Yuze Liu
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  2. Debiasing Large Language Models via Adaptive Causal Prompting with Sketch-of-Thought
    EACL 2026 ·
    Bowen Li
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  3. Explaining Synergistic Effects in Social Recommendations
    WWW 2026 ·
    Yicong Li
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  4. FairGE: Fairness-Aware Graph Encoding in Incomplete Social Networks
    WWW 2026 ·
    Renqiang Luo
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  5. FairGU: Fairness-aware Graph Unlearning in Social Networks
    WWW 2026 ·
    Renqiang Luo
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  6. Hallucinate Less by Thinking More: Aspect-Based Causal Abstention for Large Language Models
    AAAI 2026 ·
    Vy Nguyen
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  7. MetaGPT: A Large Vision-Language Model for Meme Metaphor Understanding
    AAAI 2026 ·
    Bo Xu
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  8. Spiking Graph Predictive Coding for Reliable OOD Generalization
    WWW 2026 ·
    Jing Ren
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  9. Synthetic Forgetting Without Access: A Few-Shot Zero-Glance Framework for Machine Unlearning
    AAAI 2026 ·
    Qipeng Song
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  10. When to Invoke: Refining LLM Fairness with Toxicity Assessment
    WWW 2026 ·
    Jing Ren
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  11. Biologically Plausible Brain Graph Transformer
    ICLR 2025 ·
    Ciyuan Peng
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  12. Bright to Dark: Stage-wise Bilevel Knowledge Transfer for Seeing Text in the Dark
    ACM MM 2025 ·
    Chengpei Xu
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  13. Cultural Bias Matters: A Cross-Cultural Benchmark Dataset and Sentiment-Enriched Model for Understanding Multimodal Metaphors
    ACL 2025 ·
    Senqi Yang
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  14. EchoGPT: An Interactive Cardiac Function Assessment Model for Echocardiogram Videos
    IJCAI 2025 ·
    Bo Xu
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  15. EmoMeta: A Multimodal Dataset for Fine-grained Emotion Classification in Chinese Metaphors
    WWW 2025 ·
    Xingyuan Lu
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  16. Enhancing Knowledge Tracing through Decoupling Cognitive Pattern from Error-Prone Data
    WWW 2025 ·
    Teng Guo
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  17. Factor Graph-based Interpretable Neural Networks
    ICLR 2025 ·
    Yicong Li
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  18. FairGP: A Scalable and Fair Graph Transformer Using Graph Partitioning
    AAAI 2025 ·
    Renqiang Luo
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  19. HALO: Half Life-Based Outdated Fact Filtering in Temporal Knowledge Graphs
    WWW 2025 ·
    Feng Ding
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  20. LiteFat: Lightweight Spatio-Temporal Graph Learning for Real-Time Driver Fatigue Detection
    IROS 2025 ·
    Jing Ren
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  21. Rehearsal with Auxiliary-Informed Sampling for Audio Deepfake Detection
    InterSpeech 2025 ·
    Falih Gozi Febrinanto
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  22. Revisiting Dynamic Graph Clustering via Matrix Factorization
    WWW 2025 ·
    Dongyuan Li
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  23. SEHG: Bridging Interpretability and Prediction in Self-Explainable Heterogeneous Graph Neural Networks
    WWW 2025 ·
    Zhenhua Huang
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  24. SpeechHGT: A Multimodal Hypergraph Transformer for Speech-Based Early Alzheimer's Disease Detection
    IJCAI 2025 ·
    Shagufta Abid
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  25. Teaching Large Language Models Number-Focused Headline Generation With Key Element Rationales
    NAACL 2025 ·
    Zhen Qian
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  26. Towards Better Evaluation of Recommendation Algorithms with Bi-directional Item Response Theory
    WWW 2025 ·
    Ziqi Xu
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  27. TrackAny3D: Transferring Pretrained 3D Models for Category-Unified 3D Point Cloud Tracking
    ICCV 2025 ·
    Mengmeng Wang
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  28. Unbiased Reasoning for Knowledge-Intensive Tasks in Large Language Models via Conditional Front-Door Adjustment
    CIKM 2025 ·
    Bo Zhao
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  29. Adaptive Brain Network Augmentation Based on Group-aware Graph Learning
    ICLR 2024 ·
    Ciyuan Peng
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  30. Enhancing Length Generalization for Attention Based Knowledge Tracing Models with Linear Biases
    IJCAI 2024 ·
    Xueyi Li
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  31. FUGNN: Harmonizing Fairness and Utility in Graph Neural Networks
    SIGKDD 2024 ·
    Renqiang Luo
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  32. FairGT: A Fairness-aware Graph Transformer
    IJCAI 2024 ·
    Renqiang Luo
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  33. Flexible Graph Neural Diffusion with Latent Class Representation Learning
    SIGKDD 2024 ·
    Liangtian Wan
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  34. Generating Multimodal Metaphorical Features for Meme Understanding
    ACM MM 2024 ·
    Bo Xu
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  35. Long-range Brain Graph Transformer
    NeurIPS 2024 ·
    Shuo Yu
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  36. Seeing Text in the Dark: Algorithm and Benchmark
    ACM MM 2024 ·
    Chengpei Xu
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