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Xinghua Qu

11 papers at tracked venues · 11 at CORE A* · active 2024–2026

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Venues

AAAI ×2ICCV ×2NeurIPS ×2SIGIR ×2ICLR ×1ICML ×1SIGKDD ×1

Frequent coauthors

Yew Soon Ong
×8
Junhao Dong
×6
Piotr Koniusz
×5
Zhu Sun
×4
Yan Wang
×3
Yifei Zhang
×3
Hao Zhu
×3
Hongyang Liu
×2
Weiming Liu
×2
Kaidong Feng
×2
Tianjun Wei
×1
Jiajie Zhu
×1

Papers

  1. Diagnostic-Guided Dynamic Profile Optimization for LLM-based User Simulators in Sequential Recommendation
    AAAI 2026 ·
    Hongyang Liu
    ,
    Zhu Sun
    ,
    Tianjun Wei
    ,
    Yan Wang
    ,
    Jiajie Zhu
    , Xinghua Qu
  2. Confound from all Sides, Distill with Resilience: Multi-Objective Adversarial Paths to Zero-Shot Robustness
    ICCV 2025 ·
    Junhao Dong
    ,
    Jiao Liu
    , Xinghua Qu,
    Yew-Soon Ong
  3. Improving Zero-Shot Adversarial Robustness in Vision-Language Models by Closed-form Alignment of Adversarial Path Simplices
    ICML 2025 ·
    Junhao Dong
    ,
    Piotr Koniusz
    ,
    Yifei Zhang
    ,
    Hao Zhu
    ,
    Weiming Liu
    , Xinghua Qu,
    Yew-Soon Ong
  4. LLM4RSR: Large Language Models as Data Correctors for Robust Sequential Recommendation
    AAAI 2025 ·
    Yatong Sun
    ,
    Xiaochun Yang
    ,
    Zhu Sun
    ,
    Yan Wang
    ,
    Bin Wang
    , Xinghua Qu
  5. Machine Unlearning via Task Simplex Arithmetic
    NeurIPS 2025 ·
    Junhao Dong
    ,
    Hao Zhu
    ,
    Yifei Zhang
    , Xinghua Qu,
    Yew Soon Ong
    ,
    Piotr Koniusz
  6. Robust SuperAlignment: Weak-to-Strong Robustness Generalization for Vision-Language Models
    NeurIPS 2025 ·
    Junhao Dong
    ,
    Cong Zhang
    , Xinghua Qu,
    Zejun Ma
    ,
    Piotr Koniusz
    ,
    Yew Soon Ong
  7. Robustifying Zero-Shot Vision Language Models by Subspaces Alignment
    ICCV 2025 ·
    Junhao Dong
    ,
    Piotr Koniusz
    ,
    Liaoyuan Feng
    ,
    Yifei Zhang
    ,
    Hao Zhu
    ,
    Weiming Liu
    , Xinghua Qu,
    Yew-Soon Ong
  8. Stabilizing Modality Gap & Lowering Gradient Norms Improve Zero-Shot Adversarial Robustness of VLMs
    SIGKDD 2025 ·
    Junhao Dong
    ,
    Piotr Koniusz
    , Xinghua Qu,
    Yew-Soon Ong
  9. You Only Sample Once: Taming One-Step Text-to-Image Synthesis by Self-Cooperative Diffusion GANs
    ICLR 2025 ·
    Yihong Luo
    ,
    Xiaolong Chen
    , Xinghua Qu,
    Tianyang Hu
    ,
    Jing Tang
  10. Adaptive In-Context Learning with Large Language Models for Bundle Generation
    SIGIR 2024 ·
    Zhu Sun
    ,
    Kaidong Feng
    ,
    Jie Yang
    , Xinghua Qu,
    Hui Fang
    ,
    Yew-Soon Ong
    ,
    Wenyuan Liu
  11. Large Language Models for Intent-Driven Session Recommendations
    SIGIR 2024 ·
    Zhu Sun
    ,
    Hongyang Liu
    , Xinghua Qu,
    Kaidong Feng
    ,
    Yan Wang
    ,
    Yew Soon Ong