PPaperPicks

Aimin Zhou

33 papers at tracked venues · 30 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×8AAAI ×6SIGKDD ×5ACM MM ×3ICLR ×2ICML ×2WWW ×2ECAI ×1EMNLP ×1ICDE ×1IJCAI ×1NeurIPS ×1

Frequent coauthors

Hong Qian
×16
Shuo Liu
×5
Mingjia Li
×5
Chengyi Yang
×4
Jiayin Qi
×4
Yuanhao Liu
×3
Bo Jiang
×3
Bingdong Li
×3
Junhao Shen
×3
Wei Zhang
×3
Yupeng Wu
×3
Yifei Ding
×2

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. CLIP2Pose: Frozen CLIP as Semantic Guide for Domain Adaptive Pose Estimation
    AAAI 2026 ·
    Jiawen Li
    ,
    Fei Jiang
    ,
    Dandan Zhu
    ,
    Jinxin Shi
    , Aimin Zhou
  3. 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
  4. HACHIMI: Scalable and Controllable Student Persona Generation via Orchestrated Agents
    ACL 2026 ·
    Yilin Jiang
    ,
    Fei Tan
    ,
    Xuanyu Yin
    ,
    Jing Leng
    , Aimin Zhou
  5. Reverse Constitutional AI: A Framework for Controllable Toxic Data Generation via Probability-Clamped RLAIF
    ACL 2026 ·
    Yuan Fang
    ,
    Yiming Luo
    , Aimin Zhou,
    Fei Tan
  6. SCMAPR: Self-Correcting Multi-Agent Prompt Refinement for Complex-Scenario Text-to-Video Generation
    ACL 2026 ·
    Chengyi Yang
    ,
    Pengzhen Li
    ,
    Jiayin Qi
    , Aimin Zhou,
    Ji Wu
    ,
    Ji Liu
  7. 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
  8. CMM-Math: A Chinese Multimodal Math Dataset To Evaluate and Enhance the Mathematics Reasoning of Large Multimodal Models
    ACM MM 2025 ·
    Wentao Liu
    ,
    Qianjun Pan
    ,
    Yi Zhang
    ,
    Zhuo Liu
    ,
    Ji Wu
    ,
    Jie Zhou
    , Aimin Zhou,
    Qin Chen
    ,
    Bo Jiang
    ,
    Liang He
  9. ERICT: Enhancing Robustness by Identifying Concept Tokens in Zero-Shot Vision Language Models
    ICML 2025 ·
    Xinpeng Dong
    ,
    Min Zhang
    ,
    Didi Zhu
    ,
    Ye Jun Jian
    ,
    Keli Zhang
    , Aimin Zhou,
    Fei Wu
    ,
    Kun Kuang
  10. 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
  11. Flow2Code: Evaluating Large Language Models for Flowchart-based Code Generation Capability
    ACL 2025 ·
    Mengliang He
    ,
    Jiayi Zeng
    ,
    Yankai Jiang
    ,
    Wei Zhang
    ,
    Zeming Liu
    ,
    Xiaoming Shi
    , Aimin Zhou
  12. 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
  13. Mis-prompt: Benchmarking Large Language Models for Proactive Error Handling
    ACL 2025 ·
    Jiayi Zeng
    ,
    Yizhe Feng
    ,
    Mengliang He
    ,
    Wenhui Lei
    ,
    Wei Zhang
    ,
    Zeming Liu
    ,
    Xiaoming Shi
    , Aimin Zhou
  14. 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
  15. 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
  16. 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
  17. The Role of Visual Modality in Multimodal Mathematical Reasoning: Challenges and Insights
    ACL 2025 ·
    Yufang Liu
    ,
    Yao Du
    ,
    Tao Ji
    ,
    Jianing Wang
    ,
    Yang Liu
    ,
    Yuanbin Wu
    , Aimin Zhou,
    Mengdi Zhang
    ,
    Xunliang Cai
  18. A Simple yet Scalable Granger Causal Structural Learning Approach for Topological Event Sequences
    NeurIPS 2024 ·
    Mingjia Li
    ,
    Shuo Liu
    ,
    Hong Qian
    , Aimin Zhou
  19. Are U a Joke Master? Pun Generation via Multi-Stage Curriculum Learning towards a Humor LLM
    ACL 2024 ·
    Yang Chen
    ,
    Chong Yang
    ,
    Tu Hu
    ,
    Xinhao Chen
    ,
    Man Lan
    ,
    Li Cai
    ,
    Xinlin Zhuang
    ,
    Xuan Lin
    ,
    Xin Lu
    , Aimin Zhou
  20. Are You Concerned about Limited Function Evaluations: Data-Augmented Pareto Set Learning for Expensive Multi-Objective Optimization
    AAAI 2024 ·
    Yongfan Lu
    ,
    Bingdong Li
    , Aimin Zhou
  21. 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
  22. 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
  23. From Coarse to Fine: A Distillation Method for Fine-Grained Emotion-Causal Span Pair Extraction in Conversation
    AAAI 2024 ·
    Xinhao Chen
    ,
    Chong Yang
    ,
    Changzhi Sun
    ,
    Man Lan
    , Aimin Zhou
  24. Generating Prompts in Latent Space for Rehearsal-free Continual Learning
    ACM MM 2024 ·
    Chengyi Yang
    ,
    Wentao Liu
    ,
    Shisong Chen
    ,
    Jiayin Qi
    , Aimin Zhou
  25. High-Dimensional Causal Bayesian Optimization
    ECAI 2024 ·
    Yupeng Wu
    ,
    Weiye Wang
    ,
    Yangwenhui Zhang
    ,
    Mingjia Li
    ,
    Yuanhao Liu
    ,
    Hong Qian
    , Aimin Zhou
  26. Inductive Cognitive Diagnosis for Fast Student Learning in Web-Based Intelligent Education Systems
    WWW 2024 ·
    Shuo Liu
    ,
    Junhao Shen
    ,
    Hong Qian
    , Aimin Zhou
  27. Interpretable Knowledge Tracing via Response Influence-based Counterfactual Reasoning
    ICDE 2024 ·
    Jiajun Cui
    ,
    Minghe Yu
    ,
    Bo Jiang
    , Aimin Zhou,
    Jianyong Wang
    ,
    Wei Zhang
  28. Introducing Common Null Space of Gradients for Gradient Projection Methods in Continual Learning
    ACM MM 2024 ·
    Chengyi Yang
    ,
    Mingda Dong
    ,
    Xiaoyue Zhang
    ,
    Jiayin Qi
    , Aimin Zhou
  29. Investigating and Mitigating Object Hallucinations in Pretrained Vision-Language (CLIP) Models
    EMNLP 2024 ·
    Yufang Liu
    ,
    Tao Ji
    ,
    Changzhi Sun
    ,
    Yuanbin Wu
    , Aimin Zhou
  30. 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
  31. 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
  32. Symbolic Cognitive Diagnosis via Hybrid Optimization for Intelligent Education Systems
    AAAI 2024 ·
    Junhao Shen
    ,
    Hong Qian
    ,
    Wei Zhang
    , Aimin Zhou
  33. Wasserstein Differential Privacy
    AAAI 2024 ·
    Chengyi Yang
    ,
    Jiayin Qi
    , Aimin Zhou