PPaperPicks

Hong Qian

24 papers at tracked venues · 19 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

SIGKDD ×8AAAI ×3ICLR ×3ECAI ×2IJCAI ×2WWW ×2AAMAS ×1ACL ×1ICML ×1NeurIPS ×1

Frequent coauthors

Aimin Zhou
×16
Shuo Liu
×8
Yuanhao Liu
×5
Mingjia Li
×5
Wei Zhang
×4
Shuo Liu
×4
Yupeng Wu
×4
Zhi Liu
×3
Yiyi Zhu
×3
Huakang Lu
×3
Bingdong Li
×3
Xiang Shu
×3

Papers

  1. AlphaContext: An Evolutionary Tree-based Psychometric Context Generator for Creativity Assessment
    ACL 2026 ·
    Yixuan Wang
    ,
    Yue Huang
    , Hong Qian,
    Yunzhao Wei
    ,
    Yifei Ding
    ,
    Wenkai Wang
    ,
    Zhi Liu
    ,
    Zhongjing Huang
    ,
    Aimin Zhou
    ,
    Jiajun Guo
  2. Embedding Enhancement via Fine-Tuned Language Models for Learner-Item Cognitive Modeling
    WWW 2026 ·
    Yuanhao Liu
    ,
    Zihan Zhou
    ,
    Kaiying Wu
    ,
    Shuo Liu
    ,
    Yiyang Huang
    ,
    Jiajun Guo
    ,
    Aimin Zhou
    , Hong Qian
  3. A Dual-Fusion Cognitive Diagnosis Framework for Open Student Learning Environments
    SIGKDD 2025 ·
    Yuanhao Liu
    ,
    Shuo Liu
    ,
    Yimeng Liu
    ,
    Chanjin Zheng
    ,
    Wei Zhang
    , Hong Qian
  4. A Fast-Adaptive Cognitive Diagnosis Framework for Computerized Adaptive Testing Systems
    IJCAI 2025 ·
    Yuanhao Liu
    ,
    Yiya You
    ,
    Shuo Liu
    , Hong Qian,
    Ying Qian
    ,
    Aimin Zhou
  5. A Style-Aware Polytomous Diagnostic Model for Individual Traits
    ECAI 2025 ·
    Yixuan Wang
    ,
    Jiale Feng
    ,
    Yue Huang
    ,
    Xuruo Pan
    ,
    Zhongjing Huang
    ,
    Zhi Liu
    , Hong Qian
  6. Constrained Offline Black-Box Optimization via Risk Evaluation and Management
    AAAI 2025 ·
    Yiyi Zhu
    ,
    Huakang Lu
    ,
    Yupeng Wu
    ,
    Shuo Liu
    ,
    Jing-Wen Yang
    , Hong Qian
  7. Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models
    AAAI 2025 ·
    Bingdong Li
    ,
    Zixiang Di
    ,
    Yongfan Lu
    , Hong Qian,
    Feng Wang
    ,
    Peng Yang
    ,
    Ke Tang
    ,
    Aimin Zhou
  8. InCLET: Large Language Model In-context Learning can Improve Embodied Instruction-following
    AAMAS 2025 ·
    Peng-Yuan Wang
    ,
    Jing-Cheng Pang
    ,
    Chenyang Wang
    ,
    Xu-Hui Liu
    ,
    Tian-Shuo Liu
    ,
    Si-Hang Yang
    , Hong Qian,
    Yang Yu
  9. LLMOPT: Learning to Define and Solve General Optimization Problems from Scratch
    ICLR 2025 ·
    Caigao Jiang
    ,
    Xiang Shu
    , Hong Qian,
    Xingyu Lu
    ,
    Jun Zhou
    ,
    Aimin Zhou
    ,
    Yang Yu
  10. Language Representation Favored Zero-Shot Cross-Domain Cognitive Diagnosis
    SIGKDD 2025 ·
    Shuo Liu
    ,
    Zihan Zhou
    ,
    Yuanhao Liu
    ,
    Jing Zhang
    , Hong Qian
  11. Paper-Level Computerized Adaptive Testing for High-Stakes Examination via Multi-Objective Optimization
    SIGKDD 2025 ·
    Mingjia Li
    ,
    Junkai Tong
    ,
    Yiyang Huang
    ,
    Yifei Ding
    , Hong Qian,
    Aimin Zhou
  12. Preference Diffusion for Recommendation
    ICLR 2025 ·
    Shuo Liu
    ,
    An Zhang
    ,
    Guoqing Hu
    , Hong Qian,
    Tat-Seng Chua
  13. Relation-Augmented Dueling Bayesian Optimization via Preference Propagation
    IJCAI 2025 ·
    Xiang Xia
    ,
    Xiang Shu
    ,
    Shuo Liu
    ,
    Yiyi Zhu
    ,
    Yijie Zhou
    ,
    Weiye Wang
    ,
    Bingdong Li
    , Hong Qian
  14. SOO-Bench: Benchmarks for Evaluating the Stability of Offline Black-Box Optimization
    ICLR 2025 · Hong Qian,
    Yiyi Zhu
    ,
    Xiang Shu
    ,
    Shuo Liu
    ,
    Yaolin Wen
    ,
    Xin An
    ,
    Huakang Lu
    ,
    Aimin Zhou
    ,
    Ke Tang
    ,
    Yang Yu
  15. Strong and Weak Identifiability of Optimization-based Causal Discovery in Non-linear Additive Noise Models
    ICML 2025 ·
    Mingjia Li
    , Hong Qian,
    Tian-Zuo Wang
    ,
    Shujun Li
    ,
    Min Zhang
    ,
    Aimin Zhou
  16. A Simple yet Scalable Granger Causal Structural Learning Approach for Topological Event Sequences
    NeurIPS 2024 ·
    Mingjia Li
    ,
    Shuo Liu
    , Hong Qian,
    Aimin Zhou
  17. Capturing Homogeneous Influence among Students: Hypergraph Cognitive Diagnosis for Intelligent Education Systems
    SIGKDD 2024 ·
    Junhao Shen
    , Hong Qian,
    Shuo Liu
    ,
    Wei Zhang
    ,
    Bo Jiang
    ,
    Aimin Zhou
  18. Cost-Efficient Fraud Risk Optimization with Submodularity in Insurance Claim
    SIGKDD 2024 ·
    Yupeng Wu
    ,
    Zhibo Zhu
    ,
    Chaoyi Ma
    , Hong Qian,
    Xingyu Lu
    ,
    Yangwenhui Zhang
    ,
    Xiaobo Qin
    ,
    Binjie Fei
    ,
    Jun Zhou
    ,
    Aimin Zhou
  19. High-Dimensional Causal Bayesian Optimization
    ECAI 2024 ·
    Yupeng Wu
    ,
    Weiye Wang
    ,
    Yangwenhui Zhang
    ,
    Mingjia Li
    ,
    Yuanhao Liu
    , Hong Qian,
    Aimin Zhou
  20. Inductive Cognitive Diagnosis for Fast Student Learning in Web-Based Intelligent Education Systems
    WWW 2024 ·
    Shuo Liu
    ,
    Junhao Shen
    , Hong Qian,
    Aimin Zhou
  21. LASCA: A Large-Scale Stable Customer Segmentation Approach to Credit Risk Assessment
    SIGKDD 2024 ·
    Yongfeng Gu
    ,
    Yupeng Wu
    ,
    Huakang Lu
    ,
    Xingyu Lu
    , Hong Qian,
    Jun Zhou
    ,
    Aimin Zhou
  22. Leveraging Pedagogical Theories to Understand Student Learning Process with Graph-based Reasonable Knowledge Tracing
    SIGKDD 2024 ·
    Jiajun Cui
    , Hong Qian,
    Bo Jiang
    ,
    Wei Zhang
  23. ORCDF: An Oversmoothing-Resistant Cognitive Diagnosis Framework for Student Learning in Online Education Systems
    SIGKDD 2024 · Hong Qian,
    Shuo Liu
    ,
    Mingjia Li
    ,
    Bingdong Li
    ,
    Zhi Liu
    ,
    Aimin Zhou
  24. Symbolic Cognitive Diagnosis via Hybrid Optimization for Intelligent Education Systems
    AAAI 2024 ·
    Junhao Shen
    , Hong Qian,
    Wei Zhang
    ,
    Aimin Zhou