Junchi Yan | IJCAI

Dept. of CSE & School of AI & MoE Key Lab of AI , Shanghai Jiao Tong University

22 papers in the IJCAI proceedings

IJCAI 2025

Optimize Battery Control: A Multi-Objective Evolutionary Ensemble Reinforcement Learning Approach

with Jingwei Hu, Kai Xie, Zheng Fang, Xiaodong Li, Zhihong Zhang

doi:10.24963/ijcai.2025/1024

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Tensor Network: from the Perspective of AI4Science and Science4AI

with Yehui Tang, Xinyu Ye, Hao Xiong, Xiaoqiu Zhong, Yuhan Wang, Yuan Qi

doi:10.24963/ijcai.2025/1194

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IJCAI 2023

IID-GAN: an IID Sampling Perspective for Regularizing Mode Collapse

with Yang Li, Liangliang Shi

doi:10.24963/ijcai.2023/437

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Learning Calibrated Uncertainties for Domain Shift: A Distributionally Robust Learning Approach

with Haoxuan Wang, Zhiding Yu, Yisong Yue, Animashree Anandkumar, Anqi Liu

doi:10.24963/ijcai.2023/162

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Transformers in Time Series: A Survey

with Qingsong Wen, Tian Zhou, Chaoli Zhang, Weiqi Chen, Ziqing Ma, Liang Sun

doi:10.24963/ijcai.2023/759

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IJCAI 2022

Learning Mixture of Neural Temporal Point Processes for Multi-dimensional Event Sequence Clustering

with Yunhao Zhang, Xiaolu Zhang, Jun Zhou, Xiaokang Yang

doi:10.24963/ijcai.2022/523

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IJCAI 2021

Learning Spectral Dictionary for Local Representation of Mesh

with Zhongpai Gao, Guangtao Zhai, Xiaokang Yang

doi:10.24963/ijcai.2021/95

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Neural Relation Inference for Multi-dimensional Temporal Point Processes via Message Passing Graph

with Yunhao Zhang

doi:10.24963/ijcai.2021/469

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IJCAI 2020

Learning for Graph Matching and Related Combinatorial Optimization Problems

with Shuang Yang, Edwin Hancock

doi:10.24963/ijcai.2020/694

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MergeNAS: Merge Operations into One for Differentiable Architecture Search

with Xiaoxing Wang, Chao Xue, Xiaokang Yang, Yonggang Hu, Kewei Sun

doi:10.24963/ijcai.2020/424

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IJCAI 2019

Graph Convolutional Network Hashing for Cross-Modal Retrieval

with Ruiqing Xu, Chao Li, Cheng Deng, Xianglong Liu

doi:10.24963/ijcai.2019/138

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Joint Link Prediction and Network Alignment via Cross-graph Embedding

with Xingbo Du, Hongyuan Zha

doi:10.24963/ijcai.2019/312

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Learning Interpretable Deep State Space Model for Probabilistic Time Series Forecasting

with Longyuan Li, Xiaokang Yang, Yaohui Jin

doi:10.24963/ijcai.2019/402

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TransMS: Knowledge Graph Embedding for Complex Relations by Multidirectional Semantics

with Shihui Yang, Jidong Tian, Honglun Zhang, Hao He, Yaohui Jin

doi:10.24963/ijcai.2019/268

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IJCAI 2018

Collaborative and Attentive Learning for Personalized Image Aesthetic Assessment

with Guolong Wang, Zheng Qin

doi:10.24963/ijcai.2018/133

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Improving Maximum Likelihood Estimation of Temporal Point Process via Discriminative and Adversarial Learning

with Xin Liu, Liangliang Shi, Changsheng Li, Hongyuan Zha

doi:10.24963/ijcai.2018/409

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Learning Sequential Correlation for User Generated Textual Content Popularity Prediction

with Wen Wang, Wei Zhang, Jun Wang, Hongyuan Zha

doi:10.24963/ijcai.2018/225

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Weakly Supervised Audio Source Separation via Spectrum Energy Preserved Wasserstein Learning

with Ning Zhang, Yuchen Zhou

doi:10.24963/ijcai.2018/636

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IJCAI 2016

MPMA: Mixture Probabilistic Matrix Approximation for Collaborative Filtering

with Chao Chen, Dongsheng Li, Qin Lv, Stephen M. Chu, Li Shang

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Modeling Contagious Merger and Acquisition via Point Processes with a Profile Regression Prior

with Shuai Xiao, Changsheng Li, Bo Jin, Xiangfeng Wang, Bin Ke, Xiaokang Yang, Hongyuan Zha

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On Modeling and Predicting Individual Paper Citation Count over Time

with Shuai Xiao, Changsheng Li, Bo Jin, Xiangfeng Wang, Xiaokang Yang, Stephen M. Chu, Hongyuan Zha

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IJCAI 2013

Towards Effective Prioritizing Water Pipe Replacement and Rehabilitation

with Yu Wang, Ke Zhou, Jin Huang, Chunhua Tian, Hongyuan Zha, Weishan Dong

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