Zhou, Chuan

31 publications

ICML 2025 Conformal Anomaly Detection in Event Sequences Shuai Zhang, Chuan Zhou, Yang Liu, Peng Zhang, Xixun Lin, Shirui Pan

NeurIPS 2025 Counterfactual Implicit Feedback Modeling Chuan Zhou, Lina Yao, Haoxuan Li, Mingming Gong

ICLRW 2025 RADI: LLMs as World Models for Robotic Action Decomposition and Imagination Dongqi Zuo, Zheng Chen, Chuan Zhou, Yandong Guo, Xiao He, Mingming Gong

IJCAI 2025 Sharpness-Aware Zeroth-Order Optimization for Graph Transformers Yang Liu, Chuan Zhou, Yuhan Lin, Shuai Zhang, Yang Gao, Zhao Li, Shirui Pan

ICML 2025 Test-Time Graph Neural Dataset Search with Generative Projection Xin Zheng, Wei Huang, Chuan Zhou, Ming Li, Shirui Pan

AAAI 2024 Deep Reinforcement Learning for Early Diagnosis of Lung Cancer Yifan Wang, Qining Zhang, Lei Ying, Chuan Zhou

ICML 2024 Graph Neural Stochastic Diffusion for Estimating Uncertainty in Node Classification Xixun Lin, Wenxiao Zhang, Fengzhao Shi, Chuan Zhou, Lixin Zou, Xiangyu Zhao, Dawei Yin, Shirui Pan, Yanan Cao

NeurIPSW 2024 Invariant Spatiotemporal Representation Learning for Cross-Patient Seizure Classification Yuntian Wu, Yuntian Yang, Jiabao Sean Xiao, Chuan Zhou, Haochen Sui, Haoxuan Li

ICML 2024 Neural Jump-Diffusion Temporal Point Processes Shuai Zhang, Chuan Zhou, Yang Aron Liu, Peng Zhang, Xixun Lin, Zhi-Ming Ma

NeurIPS 2023 GNNEvaluator: Evaluating GNN Performance on Unseen Graphs Without Labels Xin Zheng, Miao Zhang, Chunyang Chen, Soheila Molaei, Chuan Zhou, Shirui Pan

NeurIPS 2022 Dual-Discriminative Graph Neural Network for Imbalanced Graph-Level Anomaly Detection Ge Zhang, Zhenyu Yang, Jia Wu, Jian Yang, Shan Xue, Hao Peng, Jianlin Su, Chuan Zhou, Quan Z. Sheng, Leman Akoglu, Charu Aggarwal

NeurIPS 2022 Pseudo-Riemannian Graph Convolutional Networks Bo Xiong, Shichao Zhu, Nico Potyka, Shirui Pan, Chuan Zhou, Steffen Staab

IJCAI 2021 Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning Ming Jin, Yizhen Zheng, Yuan-Fang Li, Chen Gong, Chuan Zhou, Shirui Pan

IJCAI 2020 Deep Learning for Community Detection: Progress, Challenges and Opportunities Fanzhen Liu, Shan Xue, Jia Wu, Chuan Zhou, Wenbin Hu, Cécile Paris, Surya Nepal, Jian Yang, Philip S. Yu

IJCAI 2020 Discrete Embedding for Latent Networks Hong Yang, Ling Chen, Minglong Lei, Lingfeng Niu, Chuan Zhou, Peng Zhang

AAAI 2020 GSSNN: Graph Smoothing Splines Neural Networks Shichao Zhu, Lewei Zhou, Shirui Pan, Chuan Zhou, Guiying Yan, Bin Wang

NeurIPS 2020 Graph Geometry Interaction Learning Shichao Zhu, Shirui Pan, Chuan Zhou, Jia Wu, Yanan Cao, Bin Wang

IJCAI 2020 Graph Neural Architecture Search Yang Gao, Hong Yang, Peng Zhang, Chuan Zhou, Yue Hu

NeurIPS 2020 Graph Stochastic Neural Networks for Semi-Supervised Learning Haibo Wang, Chuan Zhou, Xin Chen, Jia Wu, Shirui Pan, Jilong Wang

IJCAI 2020 Reasoning like Human: Hierarchical Reinforcement Learning for Knowledge Graph Reasoning Guojia Wan, Shirui Pan, Chen Gong, Chuan Zhou, Gholamreza Haffari

IJCAI 2019 Deep Active Learning for Anchor User Prediction Anfeng Cheng, Chuan Zhou, Hong Yang, Jia Wu, Lei Li, Jianlong Tan, Li Guo

IJCAI 2019 Low-Bit Quantization for Attributed Network Representation Learning Hong Yang, Shirui Pan, Ling Chen, Chuan Zhou, Peng Zhang

IJCAI 2018 Active Discriminative Network Representation Learning Li Gao, Hong Yang, Chuan Zhou, Jia Wu, Shirui Pan, Yue Hu

IJCAI 2018 Recommendation with Multi-Source Heterogeneous Information Li Gao, Hong Yang, Jia Wu, Chuan Zhou, Weixue Lu, Yue Hu

AAAI 2018 Social Recommendation with an Essential Preference Space Chun-Yi Liu, Chuan Zhou, Jia Wu, Yue Hu, Li Guo

AAAI 2017 Collaborative Dynamic Sparse Topic Regression with User Profile Evolution for Item Recommendation Li Gao, Jia Wu, Chuan Zhou, Yue Hu

AAAI 2016 On the Minimum Differentially Resolving Set Problem for Diffusion Source Inference in Networks Chuan Zhou, Weixue Lu, Peng Zhang, Jia Wu, Yue Hu, Li Guo

IJCAI 2016 Semi-Data-Driven Network Coarsening Li Gao, Jia Wu, Hong Yang, Zhi Qiao, Chuan Zhou, Yue Hu

IJCAI 2015 Influence Maximization in Big Networks: An Incremental Algorithm for Streaming Subgraph Influence Spread Estimation Weixue Lu, Peng Zhang, Chuan Zhou, Chun-Yi Liu, Li Gao

AAAI 2014 Combining Heterogenous Social and Geographical Information for Event Recommendation Zhi Qiao, Peng Zhang, Yanan Cao, Chuan Zhou, Li Guo, Binxing Fang

AAAI 2014 Event Recommendation in Event-Based Social Networks Zhi Qiao, Peng Zhang, Chuan Zhou, Yanan Cao, Li Guo, Yanchuan Zhang