Quantitative Simulation of Synaptic Vesicle Release at the Neuromuscular Junction. - Jun Ma 029 (2014)

LinkNBed: Multi-Graph Representation Learning with Entity Linkage. - Rakshit Trivedi; Bunyamin Sisman; Xin Luna Dong; Christos Faloutsos; Jun Ma 029; Hongyuan Zha (ACL (1), 2018)

TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories. - Giannis Karamanolakis; Jun Ma 029; Xin Luna Dong (ACL, 2020)

AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types. - Xin Luna Dong; Xiang He 007; Andrey Kan; Xian Li; Yan Liang 004; Jun Ma 029; Yifan Ethan Xu; Chenwei Zhang; Tong Zhao 002; Gabriel Blanco Saldana; Saurabh Deshpande; Alexandre Michetti Manduca; et al. (KDD, 2020)

Unifying Homophily and Heterophily Network Transformation via Motifs. - Yan Ge; Jun Ma 029; Li Zhang 131; Haiping Lu (CoRR, 2020)

End-to-End Conversational Search for Online Shopping with Utterance Transfer. - Liqiang Xiao; Jun Ma 029; Xin Luna Dong; Pascual Martínez-Gómez; Nasser Zalmout; Wei Chen; Tong Zhao 002; Hao He 007; Yaohui Jin (EMNLP (1), 2021)

EX3: Explainable Attribute-aware Item-set Recommendations. - Yikun Xian; Tong Zhao 002; Jin Li 003; Jim Chan; Andrey Kan; Jun Ma 029; Xin Luna Dong; Christos Faloutsos; George Karypis; S. Muthukrishnan 001; Yongfeng Zhang (RecSys, 2021)

Efficient and effective training of language and graph neural network models. - Vassilis N. Ioannidis; Xiang Song 003; Da Zheng; Houyu Zhang; Jun Ma 029; Yi Xu 011; Belinda Zeng; Trishul Chilimbi; George Karypis (CoRR, 2022)

Knowledge-aware Neural Collective Matrix Factorization for Cross-domain Recommendation. - Li Zhang 131; Yan Ge; Jun Ma 029; Jianmo Ni; Haiping Lu (CoRR, 2022)

SST: Semantic and Structural Transformers for Hierarchy-aware Language Models in E-commerce. - Karan Samel; Houyu Zhang; Jun Ma 029; Haoming Jiang; Qing Ping; Sheng Wang 012; Yi Xu 011; Belinda Zeng; Trishul Chilimbi (IEEE Big Data, 2023)

Graph-Aware Language Model Pre-Training on a Large Graph Corpus Can Help Multiple Graph Applications. - Han Xie; Da Zheng; Jun Ma 029; Houyu Zhang; Vassilis N. Ioannidis; Xiang Song 003; Qing Ping; Sheng Wang 012; Carl Yang 001; Yi Xu 011; Belinda Zeng; Trishul Chilimbi (KDD, 2023)

Train Your Own GNN Teacher: Graph-Aware Distillation on Textual Graphs. - Costas Mavromatis; Vassilis N. Ioannidis; Shen Wang 005; Da Zheng; Soji Adeshina; Jun Ma 029; Han Zhao 002; Christos Faloutsos; George Karypis (ECML/PKDD (3), 2023)

Trustworthiness-aware knowledge graph representation for recommendation. - Yan Ge; Jun Ma 029; Li Zhang 131; Xiang Li; Haiping Lu (Knowl. Based Syst., 2023)