Proceedings

Zhi-Hua Zhou

National Key Laboratory for Novel Software Technology , Nanjing University , China; School of Artificial Intelligence , Nanjing University , China

43 papers in the IJCAI proceedings

IJCAI 2026

On the Privacy-Preserving Capabilities of PAVE Specifications in Learnware
with Hao-Yi Lei, Jin-Hui Wu, Zhi-Hao Tan
doi:10.24963/ijcai.2026/497
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IJCAI 2025

Avoiding Undesired Future with Sequential Decisions
with Lue Tao, Tian-Zuo Wang, Yuan Jiang
doi:10.24963/ijcai.2025/695
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Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies by Abductive Reflection (Extended Abstract)
with Wen-Chao Hu, Wang-Zhou Dai, Yuan Jiang
doi:10.24963/ijcai.2025/1212
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Identifying and Reusing Learnwares Across Different Label Spaces
with Jian-Dong Liu, Zhi-Hao Tan
doi:10.24963/ijcai.2025/638
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IJCAI 2023

Enabling Abductive Learning to Exploit Knowledge Graph
with Yu-Xuan Huang, Zequn Sun, Guangyao Li, Xiaobin Tian, Wang-Zhou Dai, Wei Hu, Yuan Jiang
doi:10.24963/ijcai.2023/427
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Handling Learnwares Developed from Heterogeneous Feature Spaces without Auxiliary Data
with Peng Tan, Zhi-Hao Tan, Yuan Jiang
doi:10.24963/ijcai.2023/471
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IJCAI 2019

Partial Label Learning with Unlabeled Data
with Qian-Wei Wang, Yu-Feng Li
doi:10.24963/ijcai.2019/521
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Reinforcement Learning Experience Reuse with Policy Residual Representation
with WenJi Zhou, Yang Yu, Yingfeng Chen, Kai Guan, Tangjie Lv, Changjie Fan
doi:10.24963/ijcai.2019/618
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IJCAI 2018

Experienced Optimization with Reusable Directional Model for Hyper-Parameter Search
with Yi-Qi Hu, Yang Yu
doi:10.24963/ijcai.2018/315
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Learning Environmental Calibration Actions for Policy Self-Evolution
with Chao Zhang, Yang Yu
doi:10.24963/ijcai.2018/425
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Semi-Supervised Optimal Margin Distribution Machines
with Teng Zhang
doi:10.24963/ijcai.2018/431
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Tri-net for Semi-Supervised Deep Learning
with Dong-Dong Chen, Wei Wang, Wei Gao
doi:10.24963/ijcai.2018/278
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IJCAI 2017

Cost-Effective Active Learning from Diverse Labelers
with Sheng-Jun Huang, Jia-Lve Chen, Xin Mu
doi:10.24963/ijcai.2017/261
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Deep Descriptor Transforming for Image Co-Localization
with Xiu-Shen Wei, Chen-Lin Zhang, Yao Li, Chen-Wei Xie, Jianxin Wu, Chunhua Shen
doi:10.24963/ijcai.2017/425
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Deep Forest: Towards An Alternative to Deep Neural Networks
with Ji Feng
doi:10.24963/ijcai.2017/497
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Incomplete Label Distribution Learning
with Miao Xu
doi:10.24963/ijcai.2017/443
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Multi-Instance Learning with Key Instance Shift
with Ya-Lin Zhang
doi:10.24963/ijcai.2017/481
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Obtaining High-Quality Label by Distinguishing between Easy and Hard Items in Crowdsourcing
with Wei Wang, Xiang-Yu Guo, Shao-Yuan Li, Yuan Jiang
doi:10.24963/ijcai.2017/413
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Optimizing Ratio of Monotone Set Functions
with Chao Qian, Jing-Cheng Shi, Yang Yu, Ke Tang
doi:10.24963/ijcai.2017/363
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Storage Fit Learning with Unlabeled Data
with Bo-Jian Hou, Lijun Zhang
doi:10.24963/ijcai.2017/256
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IJCAI 2016

Cost-Saving Effect of Crowdsourcing Learning
with Lu Wang
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Graph Quality Judgement: A Large Margin Expedition
with Yu-Feng Li, Shao-Bo Wang
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Learning Unified Features from Natural and Programming Languages for Locating Buggy Source Code
with Xuan Huo, Ming Li
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Parallel Pareto Optimization for Subset Selection
with Chao Qian, Jing-Cheng Shi, Yang Yu, Ke Tang
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Transductive Optimization of Top k Precision
with Li-Ping Liu, Thomas G. Dietterich, Nan Li
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IJCAI 2015

Active Learning from Crowds with Unsure Option
with Jinhong Zhong, Ke Tang
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Multi-Label Active Learning: Query Type Matters
with Sheng-Jun Huang, Songcan Chen
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On Constrained Boolean Pareto Optimization
with Chao Qian, Yang Yu
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On the Consistency of AUC Pairwise Optimization
with Wei Gao
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IJCAI 2013

Multi-Instance Multi-Label Learning with Weak Label
with Shu-Jun Yang, Yuan Jiang
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Multi-Modal Image Annotation with Multi-Instance Multi-Label LDA
with Cam-Tu Nguyen, De-Chuan Zhan
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On the Approximation Ability of Evolutionary Optimization with Application to Minimum Set Cover: Extended Abstract
with Yang Yu, Xin Yao
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Uniform Convergence, Stability and Learnability for Ranking Problems
with Wei Gao
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IJCAI 2011

Diversity Regularized Machine
with Yang Yu, Yu-Feng Li
doi:10.5591/978-1-57735-516-8/IJCAI11-269
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Effective and Efficient Microprocessor Design Space Exploration Using Unlabeled Design Configurations
with Qi Guo, Tianshi Chen, Yunji Chen, Weiwu Hu, Zhiwei Xu
doi:10.5591/978-1-57735-516-8/IJCAI11-281
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Line Orthogonality in Adjacency Eigenspace with Application to Community Partition
with Leting Wu, Xiaowei Ying, Xintao Wu
doi:10.5591/978-1-57735-516-8/IJCAI11-391
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Local and Structural Consistency for Multi-Manifold Clustering
with Yong Wang, Yuan Jiang, Yi Wu
doi:10.5591/978-1-57735-516-8/IJCAI11-262
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IJCAI 2009

DrosophilaGene Expression Pattern Annotation through Multi-Instance Multi-Label Learning
with Ying-Xin Li, Shuiwang Ji, Sudhir Kumar, Jieping Ye
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Exploiting Multi-Modal Interactions: A Unified Framework
with Ming Li, Xiao-Bing Xue
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Non-Metric Label Propagation
with Yin Zhang
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IJCAI 2007

Exploiting Image Contents in Web Search
with Hong-Bin Dai
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IJCAI 2005

Semi-Supervised Regression with Co-Training
with Ming Li
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IJCAI 2001

Genetic Algorithm based Selective Neural Network Ensemble
with Jianxin Wu, Yuan Jiang, Shifu Chen
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