| 2026 | AAAI | MUG: Meta-path-aware Universal Heterogeneous Graph Pre-Training. | Lianze Shan, Jitao Zhao, Dongxiao He, Yongqi Huang, Zhiyong Feng, Weixiong Zhang |
| 2026 | WWW | LEDA: Latent Semantic Distribution Alignment for Multi-domain Graph Pre-training. | Lianze Shan, Jitao Zhao, Dongxiao He, Siqi Liu, Jiaxu Cui, Weixiong Zhang |
| 2026 | WWW | Towards Graph Foundation Model: Node Feature Transfer Invariant Modeling on General Graphs. | Jitao Zhao, Yi Wang, Yawen Li, Dongxiao He, Di Jin, Zhiyong Feng, Weixiong Zhang |
| 2025 | AAAI | Integrating Co-Training with Edge Discrimination to Enhance Graph Neural Networks Under Heterophily. | Siqi Liu, Dongxiao He, Zhizhi Yu, Di Jin, Zhiyong Feng, Weixiong Zhang |
| 2024 | IJCAI | Generalized Taxonomy-Guided Graph Neural Networks. | Yu Zhou, Di Jin, Jianguo Wei, Dongxiao He, Zhizhi Yu, Weixiong Zhang |
| 2023 | ICML | Contrastive Learning Meets Homophily: Two Birds with One Stone. | Dongxiao He, Jitao Zhao, Rui Guo, Zhiyong Feng, Di Jin, Yuxiao Huang, Zhen Wang, Weixiong Zhang |
| 2022 | IJCAI | RAW-GNN: RAndom Walk Aggregation based Graph Neural Network. | Di Jin, Rui Wang, Meng Ge, Dongxiao He, Xiang Li, Wei Lin, Weixiong Zhang |
| 2020 | IJCAI | Community-Centric Graph Convolutional Network for Unsupervised Community Detection. | Dongxiao He, Yue Song, Di Jin, Zhiyong Feng, Binbin Zhang, Zhizhi Yu, Weixiong Zhang |
| 2020 | IJCAI | Early and Efficient Identification of Useless Constraint Propagation for Alldifferent Constraints. | Xizhe Zhang, Jian Gao, Yizhi Lv, Weixiong Zhang |
| 2019 | AAAI | Graph Convolutional Networks Meet Markov Random Fields: Semi-Supervised Community Detection in Attribute Networks. | Di Jin, Ziyang Liu, Weihao Li, Dongxiao He, Weixiong Zhang |
| 2019 | IJCAI | Network-Specific Variational Auto-Encoder for Embedding in Attribute Networks. | Di Jin, Bingyi Li, Pengfei Jiao, Dongxiao He, Weixiong Zhang |
| 2018 | AAAI | A Network-Specific Markov Random Field Approach to Community Detection. | Dongxiao He, Xinxin You, Zhiyong Feng, Di Jin, Xue Yang, Weixiong Zhang |
| 2018 | AAAI | Robust Detection of Link Communities in Large Social Networks by Exploiting Link Semantics. | Di Jin, Xiaobao Wang, Ruifang He, Dongxiao He, Jianwu Dang, Weixiong Zhang |
| 2018 | IJCAI | Integrative Network Embedding via Deep Joint Reconstruction. | Di Jin, Meng Ge, Liang Yang, Dongxiao He, Longbiao Wang, Weixiong Zhang |
| 2018 | IJCAI | A Fast Algorithm for Generalized Arc Consistency of the Alldifferent Constraint. | Xizhe Zhang, Qian Li, Weixiong Zhang |
| 2017 | AAAI | Joint Identification of Network Communities and Semantics via Integrative Modeling of Network Topologies and Node Contents. | Dongxiao He, Zhiyong Feng, Di Jin, Xiaobao Wang, Weixiong Zhang |
| 2016 | AAAI | Detect Overlapping Communities via Ranking Node Popularities. | Di Jin, Hongcui Wang, Jianwu Dang, Dongxiao He, Weixiong Zhang |
| 2016 | AAAI | Semantic Community Identification in Large Attribute Networks. | Xiao Wang, Di Jin, Xiaochun Cao, Liang Yang, Weixiong Zhang |
| 2016 | IJCAI | Modularity Based Community Detection with Deep Learning. | Liang Yang, Xiaochun Cao, Dongxiao He, Chuan Wang, Xiao Wang, Weixiong Zhang |
| 2015 | AAAI | Marginalized Denoising for Link Prediction and Multi-Label Learning. | Zheng Chen, Minmin Chen, Kilian Q. Weinberger, Weixiong Zhang |
| 2015 | AAAI | A Stochastic Model for Detecting Heterogeneous Link Communities in Complex Networks. | Dongxiao He, Dayou Liu, Di Jin, Weixiong Zhang |
| 2015 | AAAI | Modeling with Node Degree Preservation Can Accurately Find Communities. | Di Jin, Zheng Chen, Dongxiao He, Weixiong Zhang |
| 2014 | SDM | A Marginalized Denoising Method for Link Prediction in Relational Data. | Zheng Chen, Weixiong Zhang |
| 2013 | IJCAI | Domain Adaptation with Topical Correspondence Learning. | Zheng Chen, Weixiong Zhang |
| 2010 | AAAI | A Novel Transition Based Encoding Scheme for Planning as Satisfiability. | Ruoyun Huang, Yixin Chen, Weixiong Zhang |
| 2010 | CSR | A SAT Based Effective Algorithm for the Directed Hamiltonian Cycle Problem. | Gerold Jger, Weixiong Zhang |
| 2009 | ESA | Complete Parsimony Haplotype Inference Problem and Algorithms. | Gerold Jger, Sharlee Climer, Weixiong Zhang |
| 2008 | AAAI | Fast Planning by Search in Domain Transition Graph. | Yixin Chen, Ruoyun Huang, Weixiong Zhang |
| 2008 | ISMB | MicroRNA prediction with a novel ranking algorithm based on random walks. | Yunpen Xu, Xuefeng Zhou, Weixiong Zhang |
| 2007 | BIBE | Gene expression profiling and machine learning to understand and predict primary graft dysfunction. | Monika Ray, Sekhar Dharmarajan, Johannes Freudenberg, G. Alexander Patterson, Weixiong Zhang |
| 2007 | ICDM | An Efficient Spectral Algorithm for Network Community Discovery and Its Applications to Biological and Social Networks. | Jianhua Ruan, Weixiong Zhang |
| 2007 | IJCAI | Long-Distance Mutual Exclusion for Propositional Planning. | Yixin Chen, Zhao Xing, Weixiong Zhang |
| 2006 | AAAI | Identification and Evaluation of Weak Community Structures in Networks. | Jianhua Ruan, Weixiong Zhang |
| 2006 | CPAIOR | An Efficient Hybrid Strategy for Temporal Planning. | Zhao Xing, Yixin Chen, Weixiong Zhang |
| 2006 | ICDM | Data Mining Methods for Modeling Gene Expression Regulation and Their Applications. | Weixiong Zhang |
| 2006 | RECOMB | Identification and Evaluation of Functional Modules in Gene Co-expression Networks. | Jianhua Ruan, Weixiong Zhang |
| 2005 | IJCAI | A Novel Local Search Algorithm for the Traveling Salesman Problem that Exploits Backbones. | Weixiong Zhang, Moshe Looks |
| 2005 | RECOMB | Build a Dictionary, Learn a Grammar, Decipher Stegoscripts, and Discover Genomic Regulatory Elements. | Guandong Wang, Weixiong Zhang |
| 2005 | RECOMB | Computational Characterization and Identification of Core Promoters of MicroRNA Genes in | Xuefeng Zhou, Jianhua Ruan, Guandong Wang, Weixiong Zhang |
| 2004 | CP | Efficient Strategies for (Weighted) Maximum Satisfiability. | Zhao Xing, Weixiong Zhang |
| 2004 | ICML | Take a walk and cluster genes: a TSP-based approach to optimal rearrangement clustering. | Sharlee Climer, Weixiong Zhang |
| 2004 | KR | An Improved Integer Local Search for Complex Scheduling Problems. | Weixiong Zhang, Xiaotao Zhang |
| 2004 | PSB | Design of a High-Throughput Assay for Alternative Splicing Using Polymerase Colonies. | Jeremy Buhler, Richard Souvenir, Weixiong Zhang, Rob Mitra |
| 2003 | IJCAI | Phase Transitions of the Asymmetric Traveling Salesman. | Weixiong Zhang |
| 2003 | IJCAI | Backbone Guided Local Search for Maximum Satisfiability. | Weixiong Zhang, Ananda Rangan, Moshe Looks |
| 2003 | ICTAI | Phase Transitions, Backbones and Heuristic Search. | Weixiong Zhang |
| 2003 | WABI | Selecting Degenerate Multiplex PCR Primers. | Richard Souvenir, Jeremy Buhler, Gary D. Stormo, Weixiong Zhang |
| 2002 | AAAI | Searching for Backbones and Fat: A Limit-Crossing Approach with Applications. | Sharlee Climer, Weixiong Zhang |
| 2002 | AAAI | An Average-Case Analysis of Graph Search. | Anup K. Sen, Amitava Bagchi, Weixiong Zhang |
| 2002 | AAAI | Distributed Breakout Revisited. | Weixiong Zhang, Lars Wittenburg |
| 2001 | ALENEX | The Asymmetric Traveling Salesman Problem: Algorithms, Instance Generators, and Tests. | Jill Cirasella, David S. Johnson, Lyle A. McGeoch, Weixiong Zhang |
| 2001 | CP | Phase Transitions and Backbones of 3-SAT and Maximum 3-SAT. | Weixiong Zhang |
| 2000 | AAAI | Divide-and-Conquer Frontier Search Applied to Optimal Sequence Alignment. | Richard E. Korf, Weixiong Zhang |
| 2000 | AAAI | Depth-First Branch-and-Bound versus Local Search: A Case Study. | Weixiong Zhang |
| 2000 | ICDE | Association-Based Multiple Imputation in Multivariate Datasets: A Summary. | Weixiong Zhang |
| 1998 | AAAI | Warfighter's Information Packager. | Yigal Arens, Weixiong Zhang, Yongwon Lee, Jon Dukes-Schlossberg, Marc Zev |
| 1998 | AAAI | Complete Anytime Beam Search. | Weixiong Zhang |
| 1996 | AAAI | Forward Estimation for Game-Tree Search. | Weixiong Zhang |
| 1994 | AAAI | Epsilon-Transformation: Exploiting Phase Transitions to Solve Combinatorial Optimization Problems Initial Results. | Weixiong Zhang, Joseph C. Pemberton |
| 1993 | AAAI | Depth-First vs. Best-First Search: New Results. | Weixiong Zhang, Richard E. Korf |
| 1992 | AAAI | An Average-Case Analysis of Branch-and-Bound with Applications: Summary of Results. | Weixiong Zhang, Richard E. Korf |
| 1989 | IAS | A Software System for Robot Programming. | Weixiong Zhang |
| 1989 | ICTAI | NSA algorithm and its computational complexity-preliminary results. | Weixiong Zhang |