Hady W. Lauw

Publication Activity (10 Years)

Years Active: 2017-2025
Publications (10 Years): 64

Top Topics

Sentiment Analysis

Recommender Systems

Top Venues

WWW (Companion Volume)

Publications

Trung-Hoang Le, Hady W. Lauw
Selecting Comparative Sets of Reviews Across Multiple Items. EDBT (2025)
Konstantinos Theocharidis, Panagiotis Karras, Manolis Terrovitis, Spiros Skiadopoulos, Hady W. Lauw
Adaptive Content-Aware Influence Maximization via Online Learning to Rank. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Bryan Zhi Yang Tan, Hady W. Lauw
Term Importance for Transformer-Based QA Retrieval: A Case Study of StackExchange. WWW (Companion Volume) (2024)
Dilan Dinushka, Christopher M. Poskitt, Kwan Chin Koh, Heng Ngee Mok, Hady W. Lauw
Towards Automated Slide Augmentation to Discover Credible and Relevant Links. AIED Companion (2) (2024)
Theis E. Jendal, Trung-Hoang Le, Hady W. Lauw, Matteo Lissandrini, Peter Dolog, Katja Hose
Hypergraphs with Attention on Reviews for Explainable Recommendation. ECIR (1) (2024)
Delvin Ce Zhang, Hady W. Lauw
Topic Modeling on Document Networks With Dirichlet Optimal Transport Barycenter. IEEE Trans. Knowl. Data Eng. 36 (3) (2024)
Delvin Ce Zhang, Menglin Yang, Rex Ying, Hady W. Lauw
Text-Attributed Graph Representation Learning: Methods, Applications, and Challenges. WWW (Companion Volume) (2024)
Konstantinos Theocharidis, Hady W. Lauw
Community Similarity based on User Profile Joins. EDBT (2024)
Darryl Ong, Quoc-Tuan Truong, Hady W. Lauw
Cornac-AB: An Open-Source Recommendation Framework with Native A/B Testing Integration. WWW (Companion Volume) (2024)
Nhu-Thuat Tran, Hady W. Lauw
Learning Multi-Faceted Prototypical User Interests. ICLR (2024)
Quoc-Tuan Truong, Hady W. Lauw
Concept-Oriented Transformers for Visual Sentiment Analysis. WSDM (2023)
Huan-Lin Tay, Wei-Jie Tay, Hady W. Lauw
Multi-Lingual Multi-Partite Product Title Matching. WWW (Companion Volume) (2023)
Valeria Fionda, Olaf Hartig, Reyhaneh Abdolazimi, Sihem Amer-Yahia, Hongzhi Chen, Xiao Chen, Peng Cui, Jeffrey Dalton, Xin Luna Dong, Lisette Espín-Noboa, Wenqi Fan, Manuela Fritz, Quan Gan, Jingtong Gao, Xiaojie Guo, Torsten Hahmann, Jiawei Han, Soyeon Caren Han, Estevam Hruschka, Liang Hu, Jiaxin Huang, Utkarshani Jaimini, Olivier Jeunen, Yushan Jiang, Fariba Karimi, George Karypis, Krishnaram Kenthapadi, Himabindu Lakkaraju, Hady W. Lauw, Thai Le, Trung-Hoang Le, Dongwon Lee, Geon Lee, Liat Levontin, Cheng-Te Li, Haoyang Li, Ying Li, Jay Chiehen Liao, Qidong Liu, Usha Lokala, Ben London, Siqu Long, Hande Küçük-McGinty, Yu Meng, Seungwhan Moon, Usman Naseem, Pradeep Natarajan, Behrooz Omidvar-Tehrani, Zijie Pan, Devesh Parekh, Jian Pei, Tiago Peixoto, Steven Pemberton, Josiah Poon, Filip Radlinski, Federico Rossetto, Kaushik Roy, Aghiles Salah, Mehrnoosh Sameki, Amit P. Sheth, Cogan Shimizu, Kijung Shin, Dongjin Song, Julia Stoyanovich, Dacheng Tao, Johanne Trippas, Quoc Truong, Yu-Che Tsai, Adaku Uchendu, Bram van den Akker, Lin Wang, Minjie Wang, Shoujin Wang, Xin Wang, Ingmar Weber, Henry Weld, Lingfei Wu, Da Xu, Yifan Ethan Xu, Shuyuan Xu, Bo Yang, Ke Yang, Elad Yom-Tov, Jaemin Yoo, Zhou Yu, Reza Zafarani, Hamed Zamani, Meike Zehlike, Qi Zhang, Xikun Zhang, Yongfeng Zhang, Yu Zhang, Zheng Zhang, Liang Zhao, Xiangyu Zhao, Wenwu Zhu
Tutorials at The Web Conference 2023. WWW (Companion Volume) (2023)
Nhu-Thuat Tran, Hady W. Lauw
Memory Network-Based Interpreter of User Preferences in Content-Aware Recommender Systems. ACM Trans. Intell. Syst. Technol. 14 (6) (2023)
Hady W. Lauw, Tat-Seng Chua, Luo Si, Evimaria Terzi, Panayiotis Tsaparas, Andrew Tomkins
ACM WSDM 2023 Report. SIGWEB Newsl. 2023 (Spring) (2023)
Jia Peng Lim, Hady W. Lauw
Large-Scale Correlation Analysis of Automated Metrics for Topic Models. ACL (1) (2023)
Jaime Hieu Do, Hady W. Lauw
Continual Collaborative Filtering Through Gradient Alignment. RecSys (2023)
Delvin Ce Zhang, Rex Ying, Hady W. Lauw
Hyperbolic Graph Topic Modeling Network with Continuously Updated Topic Tree. KDD (2023)
Hady W. Lauw, Tat-Seng Chua, Luo Si, Evimaria Terzi, Panayiotis Tsaparas, Andrew Tomkins
Report on the 16th ACM International Conference on Web Search and Data Mining (WSDM 2023). SIGIR Forum 57 (1) (2023)
Ween Jiann Lee, Maksim Tkachenko, Hady W. Lauw
Robust Bidirectional Poly-Matching. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Chong Cher Chia, Maksim Tkachenko, Hady W. Lauw
Semantically Constitutive Entities in Knowledge Graphs. DEXA (1) (2023)
Nhu-Thuat Tran, Hady W. Lauw
Multi-Representation Variational Autoencoder via Iterative Latent Attention and Implicit Differentiation. CIKM (2023)
Trung-Hoang Le, Hady W. Lauw
Question-Attentive Review-Level Recommendation Explanation. Big Data (2022)
Delvin Ce Zhang, Hady W. Lauw
Dynamic Topic Models for Temporal Document Networks. ICML (2022)
Delvin Ce Zhang, Hady W. Lauw
Meta-Complementing the Semantics of Short Texts in Neural Topic Models. NeurIPS (2022)
Jia Peng Lim, Hady W. Lauw
Towards Reinterpreting Neural Topic Models via Composite Activations. EMNLP (2022)
Ziyuan Liu, Hady W. Lauw
Towards Aligning Slides and Video Snippets: Mitigating Sequence and Content Mismatches. AIED (1) (2022)
Chong Cher Chia, Maksim Tkachenko, Hady W. Lauw
Morphologically-Aware Vocabulary Reduction of Word Embeddings. WI/IAT (2022)
Edgar Eduardo Ceh-Varela, Huiping Cao, Hady W. Lauw
Performance Evaluation of Aggregation-based Group Recommender Systems for Ephemeral Groups. ACM Trans. Intell. Syst. Technol. 13 (6) (2022)
Nhu-Thuat Tran, Hady W. Lauw
Aligning Dual Disentangled User Representations from Ratings and Textual Content. KDD (2022)
Quoc-Tuan Truong, Tong Zhao, Changhe Yuan, Jin Li, Jim Chan, Soo-Min Pantel, Hady W. Lauw
AmpSum: Adaptive Multiple-Product Summarization towards Improving Recommendation Captions. WWW (2022)
Hady W. Lauw, Raymond Chi-Wing Wong, Alexandros Ntoulas
Introduction to the special issue on data science in Asia (with PAKDD'2020). Int. J. Data Sci. Anal. 13 (1) (2022)
Ezekiel Ong Young, Hady W. Lauw
Mining Competitively-Priced Bundle Configurations. Big Data (2022)
Dung D. Le, Hady W. Lauw
Collaborative Curating for Discovery and Expansion of Visual Clusters. WSDM (2022)
Aghiles Salah, Thanh-Binh Tran, Hady W. Lauw
Towards Source-Aligned Variational Models for Cross-Domain Recommendation. RecSys (2021)
Delvin Ce Zhang, Hady W. Lauw
Topic Modeling for Multi-Aspect Listwise Comparisons. CIKM (2021)
Quoc-Tuan Truong, Hady W. Lauw
Sentiment-Oriented Metric Learning for Text-to-Image Retrieval. ECIR (1) (2021)
Quoc-Tuan Truong, Aghiles Salah, Thanh-Binh Tran, Jingyao Guo, Hady W. Lauw
Exploring Cross-Modality Utilization in Recommender Systems. IEEE Internet Comput. 25 (4) (2021)
Quoc-Tuan Truong, Aghiles Salah, Hady W. Lauw
Bilateral Variational Autoencoder for Collaborative Filtering. WSDM (2021)
Ween Jiann Lee, Maksim Tkachenko, Hady W. Lauw
Robust BiPoly-Matching for Multi-Granular Entities. ICDM (2021)
Delvin Ce Zhang, Hady W. Lauw
Semi-supervised Semantic Visualization for Networked Documents. ECML/PKDD (3) (2021)
Delvin Ce Zhang, Hady W. Lauw
Representation Learning on Multi-layered Heterogeneous Network. ECML/PKDD (2) (2021)
Trung-Hoang Le, Hady W. Lauw
Explainable Recommendation with Comparative Constraints on Product Aspects. WSDM (2021)
Quoc-Tuan Truong, Aghiles Salah, Hady W. Lauw
Multi-Modal Recommender Systems: Hands-On Exploration. RecSys (2021)
Quoc-Tuan Truong, Hady W. Lauw
Variational learning from implicit bandit feedback. Mach. Learn. 110 (8) (2021)
Quoc-Tuan Truong, Hady W. Lauw, Martin Aumüller, Naoko Nitta
Reproducibility Companion Paper: Visual Sentiment Analysis for Review Images with Item-Oriented and User-Oriented CNN. ACM Multimedia (2020)
Ce Zhang, Hady W. Lauw
Topic Modeling on Document Networks with Adjacent-Encoder. AAAI (2020)
Aghiles Salah, Quoc-Tuan Truong, Hady W. Lauw
Cornac: A Comparative Framework for Multimodal Recommender Systems. J. Mach. Learn. Res. 21 (2020)
Trung-Hoang Le, Hady W. Lauw
Synthesizing Aspect-Driven Recommendation Explanations from Reviews. IJCAI (2020)
Dung D. Le, Hady W. Lauw
Stochastically Robust Personalized Ranking for LSH Recommendation Retrieval. AAAI (2020)
Quoc-Tuan Truong, Hady W. Lauw
VistaNet: Visual Aspect Attention Network for Multimodal Sentiment Analysis. AAAI (2019)
Quoc-Tuan Truong, Hady W. Lauw
Multimodal Review Generation for Recommender Systems. WWW (2019)
Dung D. Le, Hady W. Lauw
Learning Multiple Maps from Conditional Ordinal Triplets. IJCAI (2019)
Maksim Tkachenko, Hady W. Lauw
CompareLDA: A Topic Model for Document Comparison. AAAI (2019)
Duc-Trong Le, Hady W. Lauw, Yuan Fang
Correlation-Sensitive Next-Basket Recommendation. IJCAI (2019)
Aghiles Salah, Hady W. Lauw
Probabilistic Collaborative Representation Learning for Personalized Item Recommendation. UAI (2018)
Duc-Trong Le, Hady W. Lauw, Yuan Fang
Modeling Contemporaneous Basket Sequences with Twin Networks for Next-Item Recommendation. IJCAI (2018)
Aghiles Salah, Hady W. Lauw
A Bayesian Latent Variable Model of User Preferences with Item Context. IJCAI (2018)
Dung D. Le, Hady W. Lauw
Multiperspective Graph-Theoretic Similarity Measure. CIKM (2018)
Maksim Tkachenko, Chong Cher Chia, Hady W. Lauw
Searching for the X-Factor: Exploring Corpus Subjectivity for Word Embeddings. ACL (1) (2018)
Tuan M. V. Le, Hady W. Lauw
SemVis: Semantic Visualization for Interactive Topical Analysis. CIKM (2017)
Dung D. Le, Hady W. Lauw
Indexable Bayesian Personalized Ranking for Efficient Top-k Recommendation. CIKM (2017)
Trong T. Nguyen, Hady W. Lauw
Collaborative Topic Regression with Denoising AutoEncoder for Content and Community Co-Representation. CIKM (2017)
Quoc-Tuan Truong, Hady W. Lauw
Visual Sentiment Analysis for Review Images with Item-Oriented and User-Oriented CNN. ACM Multimedia (2017)