PPaperPicks

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

DBLP profile ↗ORCID 0000-0002-8324-1859 ↗Google Scholar ↗Homepage ↗

Venues

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

Frequent coauthors

Ziqi Xu
×10
Jing Ren
×10
Shuo Yu
×10
Renqiang Luo
×9
Xiuzhen Zhang
×7
Huafei Huang
×5
Hongfei Lin
×5
Chengpei Xu
×4
Bowen Li
×3
Yongli Ren
×3
Mingliang Hou
×3
Jiayuan He
×3

Papers

  1. A Structure-Agnostic Co-Tuning Framework for LLMs and SLMs in Cloud-Edge Systems
    WWW 2026 ·
    Yuze Liu
    ,
    Yunhan Wang
    ,
    Tiehua Zhang
    ,
    Zhishu Shen
    ,
    Cheng Peng
    ,
    Libing Wu
    , Feng Xia,
    Jiong Jin
  2. Debiasing Large Language Models via Adaptive Causal Prompting with Sketch-of-Thought
    EACL 2026 ·
    Bowen Li
    ,
    Ziqi Xu
    ,
    Jing Ren
    ,
    Renqiang Luo
    ,
    Xikun Zhang
    ,
    Xiuzhen Zhang
    ,
    Yongli Ren
    , Feng Xia
  3. Explaining Synergistic Effects in Social Recommendations
    WWW 2026 ·
    Yicong Li
    ,
    Shan Jin
    ,
    Qi Liu
    ,
    Shuo Wang
    ,
    Jiaying Liu
    ,
    Shuo Yu
    ,
    Qiang Zhang
    ,
    Kuanjiu Zhou
    , Feng Xia
  4. FairGE: Fairness-Aware Graph Encoding in Incomplete Social Networks
    WWW 2026 ·
    Renqiang Luo
    ,
    Huafei Huang
    ,
    Tao Tang
    ,
    Jing Ren
    ,
    Ziqi Xu
    ,
    Mingliang Hou
    ,
    Enyan Dai
    , Feng Xia
  5. FairGU: Fairness-aware Graph Unlearning in Social Networks
    WWW 2026 ·
    Renqiang Luo
    ,
    Yongshuai Yang
    ,
    Huafei Huang
    ,
    Qing Qing
    ,
    Mingliang Hou
    ,
    Ziqi Xu
    ,
    Yi Yu
    ,
    Jingjing Zhou
    , Feng Xia
  6. Hallucinate Less by Thinking More: Aspect-Based Causal Abstention for Large Language Models
    AAAI 2026 ·
    Vy Nguyen
    ,
    Ziqi Xu
    ,
    Jeffrey Chan
    ,
    Estrid He
    , Feng Xia,
    Xiuzhen Zhang
  7. MetaGPT: A Large Vision-Language Model for Meme Metaphor Understanding
    AAAI 2026 ·
    Bo Xu
    ,
    Chenyuan Wang
    ,
    Xinyu Chen
    ,
    Hongfei Lin
    , Feng Xia
  8. Spiking Graph Predictive Coding for Reliable OOD Generalization
    WWW 2026 ·
    Jing Ren
    ,
    Jiapeng Du
    ,
    Bowen Li
    ,
    Ziqi Xu
    ,
    Xin Zheng
    ,
    Hong Jia
    ,
    Suyu Ma
    ,
    Xiwei Xu
    , Feng Xia
  9. Synthetic Forgetting Without Access: A Few-Shot Zero-Glance Framework for Machine Unlearning
    AAAI 2026 ·
    Qipeng Song
    ,
    Nan Yang
    ,
    Ziqi Xu
    ,
    Yue Li
    ,
    Wei Shao
    , Feng Xia
  10. When to Invoke: Refining LLM Fairness with Toxicity Assessment
    WWW 2026 ·
    Jing Ren
    ,
    Bowen Li
    ,
    Ziqi Xu
    ,
    Renqiang Luo
    ,
    Shuo Yu
    ,
    Xin Ye
    ,
    Haytham M. Fayek
    ,
    Xiaodong Li
    , Feng Xia
  11. Biologically Plausible Brain Graph Transformer
    ICLR 2025 ·
    Ciyuan Peng
    ,
    Yuelong Huang
    ,
    Qichao Dong
    ,
    Shuo Yu
    , Feng Xia,
    Chengqi Zhang
    ,
    Yaochu Jin
  12. Bright to Dark: Stage-wise Bilevel Knowledge Transfer for Seeing Text in the Dark
    ACM MM 2025 ·
    Chengpei Xu
    ,
    Wenhao Zhou
    ,
    Long Ma
    ,
    Weimin Wang
    , Feng Xia,
    Binghao Li
    ,
    Wenjie Zhang
  13. Cultural Bias Matters: A Cross-Cultural Benchmark Dataset and Sentiment-Enriched Model for Understanding Multimodal Metaphors
    ACL 2025 ·
    Senqi Yang
    ,
    Dongyu Zhang
    ,
    Jing Ren
    ,
    Ziqi Xu
    ,
    Xiuzhen Zhang
    ,
    Yiliao Song
    ,
    Hongfei Lin
    , Feng Xia
  14. EchoGPT: An Interactive Cardiac Function Assessment Model for Echocardiogram Videos
    IJCAI 2025 ·
    Bo Xu
    ,
    Quanhao Zhu
    ,
    Qingchen Zhang
    ,
    Mengmeng Wang
    ,
    Liang Zhao
    ,
    Hongfei Lin
    ,
    Jing Ren
    , Feng Xia
  15. EmoMeta: A Multimodal Dataset for Fine-grained Emotion Classification in Chinese Metaphors
    WWW 2025 ·
    Xingyuan Lu
    ,
    Yuxi Liu
    ,
    Dongyu Zhang
    ,
    Zhiyao Wu
    ,
    Jing Ren
    , Feng Xia
  16. Enhancing Knowledge Tracing through Decoupling Cognitive Pattern from Error-Prone Data
    WWW 2025 ·
    Teng Guo
    ,
    Yu Qin
    ,
    Yubin Xia
    ,
    Mingliang Hou
    ,
    Zitao Liu
    , Feng Xia,
    Weiqi Luo
  17. Factor Graph-based Interpretable Neural Networks
    ICLR 2025 ·
    Yicong Li
    ,
    Kuanjiu Zhou
    ,
    Shuo Yu
    ,
    Qiang Zhang
    ,
    Renqiang Luo
    ,
    Xiaodong Li
    , Feng Xia
  18. FairGP: A Scalable and Fair Graph Transformer Using Graph Partitioning
    AAAI 2025 ·
    Renqiang Luo
    ,
    Huafei Huang
    ,
    Ivan Lee
    ,
    Chengpei Xu
    ,
    Jianzhong Qi
    , Feng Xia
  19. HALO: Half Life-Based Outdated Fact Filtering in Temporal Knowledge Graphs
    WWW 2025 ·
    Feng Ding
    ,
    Tingting Wang
    ,
    Yupeng Gao
    ,
    Shuo Yu
    ,
    Jing Ren
    , Feng Xia
  20. LiteFat: Lightweight Spatio-Temporal Graph Learning for Real-Time Driver Fatigue Detection
    IROS 2025 ·
    Jing Ren
    ,
    Suyu Ma
    ,
    Hong Jia
    ,
    Xiwei Xu
    ,
    Ivan Lee
    ,
    Haytham Fayek
    ,
    Xiaodong Li
    , Feng Xia
  21. Rehearsal with Auxiliary-Informed Sampling for Audio Deepfake Detection
    InterSpeech 2025 ·
    Falih Gozi Febrinanto
    ,
    Kristen Moore
    ,
    Chandra Thapa
    ,
    Jiangang Ma
    ,
    Vidya Saikrishna
    , Feng Xia
  22. Revisiting Dynamic Graph Clustering via Matrix Factorization
    WWW 2025 ·
    Dongyuan Li
    ,
    Satoshi Kosugi
    ,
    Ying Zhang
    ,
    Manabu Okumura
    , Feng Xia,
    Renhe Jiang
  23. SEHG: Bridging Interpretability and Prediction in Self-Explainable Heterogeneous Graph Neural Networks
    WWW 2025 ·
    Zhenhua Huang
    ,
    Wenhao Zhou
    ,
    Yufeng Li
    ,
    Xiuyang Wu
    ,
    Chengpei Xu
    ,
    Junfeng Fang
    ,
    Zhaohong Jia
    ,
    Linyuan Lü
    , Feng Xia
  24. SpeechHGT: A Multimodal Hypergraph Transformer for Speech-Based Early Alzheimer's Disease Detection
    IJCAI 2025 ·
    Shagufta Abid
    ,
    Dongyu Zhang
    ,
    Ahsan Shehzad
    ,
    Jing Ren
    ,
    Shuo Yu
    ,
    Hongfei Lin
    , Feng Xia
  25. Teaching Large Language Models Number-Focused Headline Generation With Key Element Rationales
    NAACL 2025 ·
    Zhen Qian
    ,
    Xiuzhen Zhang
    ,
    Xiaofei Xu
    , Feng Xia
  26. Towards Better Evaluation of Recommendation Algorithms with Bi-directional Item Response Theory
    WWW 2025 ·
    Ziqi Xu
    ,
    Chenglong Ma
    ,
    Yongli Ren
    ,
    Jeffrey Chan
    ,
    Wei Shao
    , Feng Xia
  27. TrackAny3D: Transferring Pretrained 3D Models for Category-Unified 3D Point Cloud Tracking
    ICCV 2025 ·
    Mengmeng Wang
    ,
    Haonan Wang
    ,
    Yulong Li
    ,
    Xiangjie Kong
    ,
    Jiaxin Du
    ,
    Guojiang Shen
    , Feng Xia
  28. Unbiased Reasoning for Knowledge-Intensive Tasks in Large Language Models via Conditional Front-Door Adjustment
    CIKM 2025 ·
    Bo Zhao
    ,
    Yinghao Zhang
    ,
    Ziqi Xu
    ,
    Yongli Ren
    ,
    Xiuzhen Zhang
    ,
    Renqiang Luo
    ,
    Zaiwen Feng
    , Feng Xia
  29. Adaptive Brain Network Augmentation Based on Group-aware Graph Learning
    ICLR 2024 ·
    Ciyuan Peng
    ,
    Mujie Liu
    ,
    Chenxuan Meng
    ,
    Shuo Yu
    , Feng Xia
  30. Enhancing Length Generalization for Attention Based Knowledge Tracing Models with Linear Biases
    IJCAI 2024 ·
    Xueyi Li
    ,
    Youheng Bai
    ,
    Teng Guo
    ,
    Zitao Liu
    ,
    Yaying Huang
    ,
    Xiangyu Zhao
    , Feng Xia,
    Weiqi Luo
    ,
    Jian Weng
  31. FUGNN: Harmonizing Fairness and Utility in Graph Neural Networks
    SIGKDD 2024 ·
    Renqiang Luo
    ,
    Huafei Huang
    ,
    Shuo Yu
    ,
    Zhuoyang Han
    ,
    Estrid He
    ,
    Xiuzhen Zhang
    , Feng Xia
  32. FairGT: A Fairness-aware Graph Transformer
    IJCAI 2024 ·
    Renqiang Luo
    ,
    Huafei Huang
    ,
    Shuo Yu
    ,
    Xiuzhen Zhang
    , Feng Xia
  33. Flexible Graph Neural Diffusion with Latent Class Representation Learning
    SIGKDD 2024 ·
    Liangtian Wan
    ,
    Huijin Han
    ,
    Lu Sun
    ,
    Zixun Zhang
    ,
    Zhaolong Ning
    ,
    Xiaoran Yan
    , Feng Xia
  34. Generating Multimodal Metaphorical Features for Meme Understanding
    ACM MM 2024 ·
    Bo Xu
    ,
    Junzhe Zheng
    ,
    Jiayuan He
    ,
    Yuxuan Sun
    ,
    Hongfei Lin
    ,
    Liang Zhao
    , Feng Xia
  35. Long-range Brain Graph Transformer
    NeurIPS 2024 ·
    Shuo Yu
    ,
    Shan Jin
    ,
    Ming Li
    ,
    Tabinda Sarwar
    , Feng Xia
  36. Seeing Text in the Dark: Algorithm and Benchmark
    ACM MM 2024 ·
    Chengpei Xu
    ,
    Hao Fu
    ,
    Long Ma
    ,
    Wenjing Jia
    ,
    Chengqi Zhang
    , Feng Xia,
    Xiaoyu Ai
    ,
    Binghao Li
    ,
    Wenjie Zhang