Zhou, Aimin

16 publications

IJCAI 2025 A Fast-Adaptive Cognitive Diagnosis Framework for Computerized Adaptive Testing Systems Yuanhao Liu, Yiya You, Shuo Liu, Hong Qian, Ying Qian, Aimin Zhou

ICML 2025 ERICT: Enhancing Robustness by Identifying Concept Tokens in Zero-Shot Vision Language Models Xinpeng Dong, Min Zhang, Didi Zhu, Ye Jun Jian, Zhang Keli, Aimin Zhou, Fei Wu, Kun Kuang

AAAI 2025 Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models Bingdong Li, Zixiang Di, Yongfan Lu, Hong Qian, Feng Wang, Peng Yang, Ke Tang, Aimin Zhou

ICLR 2025 LLMOPT: Learning to Define and Solve General Optimization Problems from Scratch Caigao Jiang, Xiang Shu, Hong Qian, Xingyu Lu, Jun Zhou, Aimin Zhou, Yang Yu

ICLR 2025 SOO-Bench: Benchmarks for Evaluating the Stability of Offline Black-Box Optimization Hong Qian, Yiyi Zhu, Xiang Shu, Shuo Liu, Yaolin Wen, Xin An, Huakang Lu, Aimin Zhou, Ke Tang, Yang Yu

ICML 2025 Strong and Weak Identifiability of Optimization-Based Causal Discovery in Non-Linear Additive Noise Models Mingjia Li, Hong Qian, Tian-Zuo Wang, Shujun Li, Min Zhang, Aimin Zhou

NeurIPS 2024 A Simple yet Scalable Granger Causal Structural Learning Approach for Topological Event Sequences Mingjia Li, Shuo Liu, Hong Qian, Aimin Zhou

AAAI 2024 Are You Concerned About Limited Function Evaluations: Data-Augmented Pareto Set Learning for Expensive Multi-Objective Optimization Yongfan Lu, Bingdong Li, Aimin Zhou

ACML 2024 Enhancing Textbook Question Answering with Knowledge Graph-Augmented Large Language Models Mengliang He, Aimin Zhou, Xiaoming Shi

AAAI 2024 From Coarse to Fine: A Distillation Method for Fine-Grained Emotion-Causal Span Pair Extraction in Conversation Xinhao Chen, Chong Yang, Changzhi Sun, Man Lan, Aimin Zhou

AAAI 2024 Symbolic Cognitive Diagnosis via Hybrid Optimization for Intelligent Education Systems Junhao Shen, Hong Qian, Wei Zhang, Aimin Zhou

AAAI 2024 Wasserstein Differential Privacy Chengyi Yang, Jiayin Qi, Aimin Zhou

AAAI 2023 High-Dimensional Dueling Optimization with Preference Embedding Yangwenhui Zhang, Hong Qian, Xiang Shu, Aimin Zhou

CVPR 2023 Rethinking the Learning Paradigm for Dynamic Facial Expression Recognition Hanyang Wang, Bo Li, Shuang Wu, Siyuan Shen, Feng Liu, Shouhong Ding, Aimin Zhou

ICML 2022 The Teaching Dimension of Regularized Kernel Learners Hong Qian, Xu-Hui Liu, Chen-Xi Su, Aimin Zhou, Yang Yu

AAAI 2019 Fuzzy-Classification Assisted Solution Preselection in Evolutionary Optimization Aimin Zhou, Jinyuan Zhang, Jianyong Sun, Guixu Zhang