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Hady W. Lauw

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

52

Venues

18

Active years

2017–2026

Best venue rank

A*

Where they publish

Papers

52 indexed papers, newest first.

YearVenueTitleAuthors
2026SIGIRVerbalizing LightGCN: Direct Learning of Textual Representations from User-Item Interaction Graph via LLMs.Manh-Khanh Ngo Huu, Hady W. Lauw
2026SIGIRBridging LLM Embeddings and VAE Parameters for Disentangled Recommendation.Nhu-Thuat Tran, Hady W. Lauw
2025EDBTSelecting Comparative Sets of Reviews Across Multiple Items.Trung-Hoang Le, Hady W. Lauw
2025UAIOptimal Transport Alignment of User Preferences from Ratings and Texts.Nhu-Thuat Tran, Hady W. Lauw
2025WSDMA Contrastive Framework with User, Item and Review Alignment for Recommendation.Hoang V. Dong, Yuan Fang, Hady W. Lauw
2025WSDMVARIUM: Variational Autoencoder for Multi-Interest Representation with Inter-User Memory.Nhu-Thuat Tran, Hady W. Lauw
2024AIEDTowards Automated Slide Augmentation to Discover Credible and Relevant Links.Dilan Dinushka, Christopher M. Poskitt, Kwan Chin Koh, Heng Ngee Mok, Hady W. Lauw
2024ECIRHypergraphs with Attention on Reviews for Explainable Recommendation.Theis E. Jendal, Trung-Hoang Le, Hady W. Lauw, Matteo Lissandrini, Peter Dolog, Katja Hose
2024EDBTCommunity Similarity based on User Profile Joins.Konstantinos Theocharidis, Hady W. Lauw
2024ICLRLearning Multi-Faceted Prototypical User Interests.Nhu-Thuat Tran, Hady W. Lauw
2024ICMLAugmenting Decision with Hypothesis in Reinforcement Learning.Nguyen Minh Quang, Hady W. Lauw
2024WWWCornac-AB: An Open-Source Recommendation Framework with Native A/B Testing Integration.Darryl Ong, Quoc-Tuan Truong, Hady W. Lauw
2024WWWTerm Importance for Transformer-Based QA Retrieval: A Case Study of StackExchange.Bryan Zhi Yang Tan, Hady W. Lauw
2024WWWText-Attributed Graph Representation Learning: Methods, Applications, and Challenges.Delvin Ce Zhang, Menglin Yang, Rex Ying, Hady W. Lauw
2023ACLLarge-Scale Correlation Analysis of Automated Metrics for Topic Models.Jia Peng Lim, Hady W. Lauw
2023CIKMMulti-Representation Variational Autoencoder via Iterative Latent Attention and Implicit Differentiation.Nhu-Thuat Tran, Hady W. Lauw
2023DEXASemantically Constitutive Entities in Knowledge Graphs.Chong Cher Chia, Maksim Tkachenko, Hady W. Lauw
2023EMNLPDisentangling Transformer Language Models as Superposed Topic Models.Jia Peng Lim, Hady W. Lauw
2023KDDHyperbolic Graph Topic Modeling Network with Continuously Updated Topic Tree.Delvin Ce Zhang, Rex Ying, Hady W. Lauw
2023RecSysContinual Collaborative Filtering Through Gradient Alignment.Jaime Hieu Do, Hady W. Lauw
2023WWWTutorials at The Web Conference 2023.Valeria Fionda, Olaf Hartig, Reyhaneh Abdolazimi, Sihem Amer-Yahia, Hongzhi Chen, Xiao Chen, Peng Cui, Jeffrey Dalton, Xin Luna Dong, Lisette Espn-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 Kk-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 R. 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
2023WWWMulti-Lingual Multi-Partite Product Title Matching.Huan-Lin Tay, Wei-Jie Tay, Hady W. Lauw
2023WSDMConcept-Oriented Transformers for Visual Sentiment Analysis.Quoc-Tuan Truong, Hady W. Lauw
2022AIEDTowards Aligning Slides and Video Snippets: Mitigating Sequence and Content Mismatches.Ziyuan Liu, Hady W. Lauw
2022EMNLPTowards Reinterpreting Neural Topic Models via Composite Activations.Jia Peng Lim, Hady W. Lauw
2022ICMLDynamic Topic Models for Temporal Document Networks.Delvin Ce Zhang, Hady W. Lauw
2022KDDAligning Dual Disentangled User Representations from Ratings and Textual Content.Nhu-Thuat Tran, Hady W. Lauw
2022WWWAmpSum: Adaptive Multiple-Product Summarization towards Improving Recommendation Captions.Quoc-Tuan Truong, Tong Zhao, Changhe Yuan, Jin Li, Jim Chan, Soo-Min Pantel, Hady W. Lauw
2022WSDMCollaborative Curating for Discovery and Expansion of Visual Clusters.Dung D. Le, Hady W. Lauw
2021CIKMTopic Modeling for Multi-Aspect Listwise Comparisons.Delvin Ce Zhang, Hady W. Lauw
2021ECIRSentiment-Oriented Metric Learning for Text-to-Image Retrieval.Quoc-Tuan Truong, Hady W. Lauw
2021ICDMRobust BiPoly-Matching for Multi-Granular Entities.Ween Jiann Lee, Maksim Tkachenko, Hady W. Lauw
2021RecSysTowards Source-Aligned Variational Models for Cross-Domain Recommendation.Aghiles Salah, Thanh-Binh Tran, Hady W. Lauw
2021RecSysMulti-Modal Recommender Systems: Hands-On Exploration.Quoc-Tuan Truong, Aghiles Salah, Hady W. Lauw
2021WSDMExplainable Recommendation with Comparative Constraints on Product Aspects.Trung-Hoang Le, Hady W. Lauw
2021WSDMBilateral Variational Autoencoder for Collaborative Filtering.Quoc-Tuan Truong, Aghiles Salah, Hady W. Lauw
2020AAAIStochastically Robust Personalized Ranking for LSH Recommendation Retrieval.Dung D. Le, Hady W. Lauw
2020AAAITopic Modeling on Document Networks with Adjacent-Encoder.Ce Zhang, Hady W. Lauw
2020IJCAISynthesizing Aspect-Driven Recommendation Explanations from Reviews.Trung-Hoang Le, Hady W. Lauw
2019AAAICompareLDA: A Topic Model for Document Comparison.Maksim Tkachenko, Hady W. Lauw
2019AAAIVistaNet: Visual Aspect Attention Network for Multimodal Sentiment Analysis.Quoc-Tuan Truong, Hady W. Lauw
2019IJCAILearning Multiple Maps from Conditional Ordinal Triplets.Dung D. Le, Hady W. Lauw
2019IJCAICorrelation-Sensitive Next-Basket Recommendation.Duc-Trong Le, Hady W. Lauw, Yuan Fang
2019WWWMultimodal Review Generation for Recommender Systems.Quoc-Tuan Truong, Hady W. Lauw
2018ACLSearching for the X-Factor: Exploring Corpus Subjectivity for Word Embeddings.Maksim Tkachenko, Chong Cher Chia, Hady W. Lauw
2018CIKMMultiperspective Graph-Theoretic Similarity Measure.Dung D. Le, Hady W. Lauw
2018IJCAIModeling Contemporaneous Basket Sequences with Twin Networks for Next-Item Recommendation.Duc-Trong Le, Hady W. Lauw, Yuan Fang
2018IJCAIA Bayesian Latent Variable Model of User Preferences with Item Context.Aghiles Salah, Hady W. Lauw
2018UAIProbabilistic Collaborative Representation Learning for Personalized Item Recommendation.Aghiles Salah, Hady W. Lauw
2017CIKMIndexable Bayesian Personalized Ranking for Efficient Top-k Recommendation.Dung D. Le, Hady W. Lauw
2017CIKMSemVis: Semantic Visualization for Interactive Topical Analysis.Tuan M. V. Le, Hady W. Lauw
2017CIKMCollaborative Topic Regression with Denoising AutoEncoder for Content and Community Co-Representation.Trong T. Nguyen, Hady W. Lauw