| 2025 | EMNLP | Unmasking Fake Careers: Detecting Machine-Generated Career Trajectories via Multi-layer Heterogeneous Graphs. | Michiharu Yamashita, Thanh Tran, Delvin Ce Zhang, Dongwon Lee |
| 2025 | ICLR | Equivariant Neural Functional Networks for Transformers. | Hoang V. Tran, Thieu Vo, An Nguyen The, Tho Tran Huu, Minh-Khoi Nguyen-Nhat, Thanh Tran, Duy-Tung Pham, Tan Minh Nguyen |
| 2025 | ICML | Tree-Sliced Wasserstein Distance with Nonlinear Projection. | Thanh Tran, Hoang V. Tran, Thanh T. Chu, Huyen Trang Pham, Laurent El Ghaoui, Tam Le, Tan Minh Nguyen |
| 2025 | ICML | Equivariant Polynomial Functional Networks. | Thieu Vo, Hoang V. Tran, Tho Tran Huu, An Nguyen The, Thanh Tran, Minh-Khoi Nguyen-Nhat, Duy-Tung Pham, Tan Minh Nguyen |
| 2024 | COLING | Can Small Language Models Help Large Language Models Reason Better?: LM-Guided Chain-of-Thought. | Jooyoung Lee, Fan Yang, Thanh Tran, Qian Hu, Emre Barut, Kai-Wei Chang |
| 2024 | WWW | Fake Resume Attacks: Data Poisoning on Online Job Platforms. | Michiharu Yamashita, Thanh Tran, Dongwon Lee |
| 2023 | DSAA | JAMES: Normalizing Job Titles with Multi-Aspect Graph Embeddings and Reasoning. | Michiharu Yamashita, Jia Tracy Shen, Thanh Tran, Hamoon Ekhtiari, Dongwon Lee |
| 2023 | ICISSP | A Systematic Review of Secure IoT Data Sharing. | Thanh Tran, Phu Nguyen, Gencer Erdogan |
| 2022 | AAAI | Adaptive Global-Local Context Fusion for Multi-Turn Spoken Language Understanding. | Thanh Tran, Kai Wei, Weitong Ruan, Ross McGowan, Nathan Susanj, Grant P. Strimel |
| 2022 | ICASSP | A Neural Prosody Encoder for End-to-End Dialogue Act Classification. | Kai Wei, Dillon Knox, Martin Radfar, Thanh Tran, Markus Mller, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris, Maurizio Omologo |
| 2022 | ISM | An artificial neural network-based system for detecting machine failures using a tiny sound dataset: A case study. | Thanh Tran, Sebastian Bader, Jan Lundgren |
| 2021 | ASRU | Attentive Contextual Carryover for Multi-Turn End-to-End Spoken Language Understanding. | Kai Wei, Thanh Tran, Feng-Ju Chang, Kanthashree Mysore Sathyendra, Thejaswi Muniyappa, Jing Liu, Anirudh Raju, Ross McGowan, Nathan Susanj, Ariya Rastrow, Grant P. Strimel |
| 2020 | CIKM | Quaternion-Based Self-Attentive Long Short-term User Preference Encoding for Recommendation. | Thanh Tran, Di You, Kyumin Lee |
| 2020 | EMNLP | HABERTOR: An Efficient and Effective Deep Hatespeech Detector. | Thanh Tran, Yifan Hu, Changwei Hu, Kevin Yen, Fei Tan, Kyumin Lee, Se Rim Park |
| 2019 | WWW | Signed Distance-based Deep Memory Recommender. | Thanh Tran, Xinyue Liu, Kyumin Lee, Xiangnan Kong |
| 2019 | SIGIR | Adversarial Mahalanobis Distance-based Attentive Song Recommender for Automatic Playlist Continuation. | Thanh Tran, Renee Sweeney, Kyumin Lee |
| 2018 | CIKM | Regularizing Matrix Factorization with User and Item Embeddings for Recommendation. | Thanh Tran, Kyumin Lee, Yiming Liao, Dongwon Lee |
| 2017 | ICWSM | Characteristics of On-Time and Late Reward Delivery Projects. | Thanh Tran, Kyumin Lee |
| 2016 | CIKM | Uncovering Fake Likers in Online Social Networks. | Prudhvi Ratna Badri Satya, Kyumin Lee, Dongwon Lee, Thanh Tran, Jason (Jiasheng) Zhang |
| 2015 | ICTIR | A Theoretical Analysis of Cross-lingual Semantic Relatedness in Vector Space Models. | Lei Zhang, Thanh Tran, Achim Rettinger |
| 2013 | EDBT | Selectivity estimation for hybrid queries over text-rich data graphs. | Andreas Wagner, Veli Bicer, Thanh Tran |
| 2013 | ICDE | TYPifier: Inferring the type semantics of structured data. | Yongtao Ma, Thanh Tran, Veli Bicer |
| 2013 | WSDM | TYPiMatch: type-specific unsupervised learning of keys and key values for heterogeneous web data integration. | Yongtao Ma, Thanh Tran |
| 2012 | CIKM | CDMW 2012 - city data management workshop: workshop summary. | Veli Bicer, Thanh Tran, Fatma Ozcan, Opher Etzion |
| 2012 | WWW | Heterogeneous web data search using relevance-based on the fly data integration. | Daniel M. Herzig, Thanh Tran |
| 2011 | CIKM | Ranking support for keyword search on structured data using relevance models. | Veli Bicer, Thanh Tran, Radoslav Nedkov |
| 2011 | CIKM | Index structures and top-k join algorithms for native keyword search databases. | Gnter Ladwig, Thanh Tran |
| 2011 | DEXA | Approximate and Incremental Processing of Complex Queries against the Web of Data. | Thanh Tran, Gnter Ladwig, Andreas Wagner |
| 2011 | DEXA | Browsing-Oriented Semantic Faceted Search. | Andreas Wagner, Gnter Ladwig, Thanh Tran |
| 2011 | WWW | SemSearch'11: the 4th semantic search workshop. | Thanh Tran, Peter Mika, Haofen Wang, Marko Grobelnik |
| 2009 | ICCS | Semantic Search - Using Graph-Structured Semantic Models for Supporting the Search Process. | Thanh Tran, Peter Haase, Rudi Studer |
| 2009 | ICDE | Top-k Exploration of Query Candidates for Efficient Keyword Search on Graph-Shaped (RDF) Data. | Thanh Tran, Haofen Wang, Sebastian Rudolph, Philipp Cimiano |
| 2009 | SIGMOD | Hermes: a travel through semantics on the data web. | Haofen Wang, Thomas Penin, Kaifeng Xu, Junquan Chen, Xinruo Sun, Linyun Fu, Qiaoling Liu, Yong Yu, Thanh Tran, Peter Haase, Rudi Studer |
| 2008 | AAAI | Metalevel Information in Ontology-Based Applications. | Thanh Tran, Peter Haase, Boris Motik, Bernardo Cuenca Grau, Ian Horrocks |
| 2008 | CIKM | CE2: towards a large scale hybrid search engine with integrated ranking support. | Haofen Wang, Thanh Tran, Chang Liu |
| 2007 | WWW | The two cultures: mashing up web 2.0 and the semantic web. | Anupriya Ankolekar, Markus Krtzsch, Thanh Tran, Denny Vrandecic |