Tat-Seng Chua

2026

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CompArt: Operationalizing Aesthetic Alignment in Text-to-Image Generation via Principles of Art.
Zhe Jin|Tat-Seng Chua
Proceedings of the 2026 International Conference on Multimedia Retrieval, ICMR 2026, Amsterdam, The Netherlands, June 16-19, 2026
doi dblp
MURE: Hierarchical Multi-Resolution Encoding via Vision-Language Models for Visual Document Retrieval.
Fengbin Zhu|Zijing Cai|Yuzhe Wang|Pengyang Shao|Wenjie Wang|Fuli Feng|Richang Hong|Tat-Seng Chua
Proceedings of the 2026 International Conference on Multimedia Retrieval, ICMR 2026, Amsterdam, The Netherlands, June 16-19, 2026
doi dblp
Verifiable Reasoning for LLM-based Generative Recommendation.
Xinyu Lin|Hanqing Zeng|Jui-Chi Ho|Hanchao Yu|Yinglong Xia|Jiang Zhang|Aashu Singh|Fei Liu|Wenjie Wang|Fuli Feng|Tat-Seng Chua|Qifan Wang
Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026
doi dblp
Towards Knowledgeable Deep Research: Framework and Benchmark.
Wenxuan Liu|Fei Wang|Mayank Bawa|Tat-Seng Chua|Maarten de Rijke|Yunqiu Shao|Zixuan Li|Kyle Williams|Bingbing Xu|Gurmeet Singh Manku|Xueqi Cheng|Yueyue Wu|Long Bai|Julia Kiseleva|Zixuan Li|Kyle Williams|Long Bai|Aidan C. Crook|Maarten de Rijke|Chunmao Zhang|Jin Zhang|Prabhakar Raghavan|Julia Kiseleva|Wenxuan Liu|Aidan C. Crook|Chunmao Zhang|Fenghui Zhang|Imed Zitouni|Fenghui Zhang|Imed Zitouni|Ahmed Hassan Awadallah|Zhuo Chen|Ahmed Hassan Awadallah|Zhuo Chen|Wei Li|Yuxin Zuo|Fei Wang|Mayank Bawa|Bingbing Xu|Gurmeet Singh Manku|Xuhui Jiang|Jin Zhang|Prabhakar Raghavan|Xiaolong Jin|Jiafeng Guo|Tat-Seng Chua|Yunqiu Shao|Xueqi Cheng|Yueyue Wu
Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026
doi dblp
ThinkTank-ME: A Multi-Expert Framework for Middle East Event Forecasting.
Haoxuan Li|He Chang|Yunshan Ma|Yi Bin|Yang Yang|See-Kiong Ng|Tat-Seng Chua
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.
doi dblp
Bringing Reasoning to Generative Recommendation Through the Lens of Cascaded Ranking.
Xinyu Lin|Pengyuan Liu|Wenjie Wang|Yicheng Hu|Chen Xu|Fuli Feng|Qifan Wang|Tat-Seng Chua
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

2025

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Revisiting Conversation Discourse for Dialogue Disentanglement.
Bobo Li|Hao Fei|Fei Li|Shengqiong Wu|Lizi Liao|Yinwei Wei|Tat-Seng Chua|Donghong Ji
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 1
doi dblp
Proactive Conversational AI: A Comprehensive Survey of Advancements and Opportunities.
Yang Deng|Lizi Liao|Wenqiang Lei|Grace Hui Yang|Wai Lam|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 3
doi dblp
Towards Goal-oriented Intelligent Tutoring Systems in Online Education.
Yang Deng|Zifeng Ren|An Zhang|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 6
doi dblp
International Workshop on Multimodal Generative Search and Recommendation (MMGenSR@CIKM 2025).
Yi Bin|Haoxuan Li|Haokai Ma|Yang Zhang|Wenjie Wang|Yunshan Ma|Yang Yang|Tat-Seng Chua
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
Towards Large Generative Recommendation: A Tokenization Perspective.
Yupeng Hou|An Zhang|Leheng Sheng|Jiancan Wu|Xiang Wang|Tat-Seng Chua|Julian J. McAuley
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
Revolutionizing Text-to-Image Retrieval as Autoregressive Token-to-Voken Generation.
Yongqi Li|Hongru Cai|Wenjie Wang|Leigang Qu|Yinwei Wei|Wenjie Li|Liqiang Nie|Tat-Seng Chua
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
doi dblp
Order-agnostic Identifier for Large Language Model-based Generative Recommendation.
Xinyu Lin|Haihan Shi|Wenjie Wang|Fuli Feng|Qifan Wang|See-Kiong Ng|Tat-Seng Chua
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
doi dblp
Understanding Accuracy-Fairness Trade-offs in Re-ranking through Elasticity in Economics.
Chen Xu|Jujia Zhao|Wenjie Wang|Liang Pang|Jun Xu|Tat-Seng Chua|Maarten de Rijke
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
doi dblp
Exploring Training and Inference Scaling Laws in Generative Retrieval.
Hongru Cai|Yongqi Li|Ruifeng Yuan|Wenjie Wang|Zhen Zhang|Wenjie Li|Tat-Seng Chua
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
doi dblp
NExT-Search: Rebuilding User Feedback Ecosystem for Generative AI Search.
Sunhao Dai|Wenjie Wang|Liang Pang|Jun Xu|See-Kiong Ng|Ji-Rong Wen|Tat-Seng Chua
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
doi dblp
LLM-based Search Assistant with Holistically Guided MCTS for Intricate Information Seeking.
Ruiyang Ren|Yuhao Wang|Junyi Li|Jinhao Jiang|Wayne Xin Zhao|Wenjie Wang|Tat-Seng Chua
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
doi dblp
FinIR: The 2nd Workshop on Financial Information Retrieval in the Era of Generative AI.
Fengbin Zhu|Yunshan Ma|Fuli Feng|Chao Wang|Huanbo Luan|Guangnan Ye|Shuo Zhang|Dhagash Mehta|Pingping Chen|Bing Xiang|Tat-Seng Chua
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
doi dblp
Large Language Models Empowered Personalized Web Agents.
Hongru Cai|Yongqi Li|Wenjie Wang|Fengbin Zhu|Xiaoyu Shen|Wenjie Li|Tat-Seng Chua
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi dblp
Decoupling Knowledge and Context: An Efficient and Effective Retrieval Augmented Generation Framework via Cross Attention.
Qian Dong|Qingyao Ai|Hongning Wang|Yiding Liu|Haitao Li|Weihang Su|Yiqun Liu|Tat-Seng Chua|Shaoping Ma
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi dblp
Self-Calibrated Listwise Reranking with Large Language Models.
Ruiyang Ren|Yuhao Wang|Kun Zhou|Wayne Xin Zhao|Wenjie Wang|Jing Liu|Ji-Rong Wen|Tat-Seng Chua
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi dblp
Generative Recommendation: Towards Personalized Multimodal Content Generation.
Wenjie Wang|Xinyu Lin|Fuli Feng|Xiangnan He|Tat-Seng Chua
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025
doi dblp
Generative Recommendation Models: Progress and Directions.
Yupeng Hou|An Zhang|Leheng Sheng|Zhengyi Yang|Xiang Wang|Tat-Seng Chua|Julian J. McAuley
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

doi dblp
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
The Web Conference (WWW) 2024
doi dblp
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024
The Web Conference (WWW) 2024
doi dblp
Causal Disentangled Recommendation against User Preference Shifts.
Wenjie Wang|Xinyu Lin|Liuhui Wang|Fuli Feng|Yunshan Ma|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 1
doi dblp
Dynamic Multimodal Fusion via Meta-Learning Towards Micro-Video Recommendation.
Han Liu|Yinwei Wei|Fan Liu|Wenjie Wang|Liqiang Nie|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 2
doi dblp
SLED: Structure Learning based Denoising for Recommendation.
Shengyu Zhang|Tan Jiang|Kun Kuang|Fuli Feng|Jin Yu|Jianxin Ma|Zhou Zhao|Jianke Zhu|Hongxia Yang|Tat-Seng Chua|Fei Wu
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 2
doi dblp
Report on the 33rd The ACM Web Conference (WWW 2024).
Tat-Seng Chua|Chong-Wah Ngo|Ravi Kumar|Hady W. Lauw
SIGIR Forum 2024 Volume 58 Issue 2
doi dblp
Robust Collaborative Filtering to Popularity Distribution Shift.
An Zhang|Wenchang Ma|Jingnan Zheng|Xiang Wang|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 3
doi dblp
Filter-based Stance Network for Rumor Verification.
Jun Li|Yi Bin|Yunshan Ma|Yang Yang|Zi Huang|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 4
doi dblp
MultiCBR: Multi-view Contrastive Learning for Bundle Recommendation.
Yunshan Ma|Yingzhi He|Xiang Wang|Yinwei Wei|Xiaoyu Du|Yuyangzi Fu|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 4
doi dblp
Cross-view hypergraph contrastive learning for attribute-aware recommendation.
Ang Ma|Yanhua Yu|Chuan Shi|Zirui Guo|Tat-Seng Chua
Information Processing and Management 2024 Volume 61 Issue 4
doi dblp
Dual Contrastive Learning for Cross-Domain Named Entity Recognition.
Jingyun Xu|Junnan Yu|Yi Cai|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 6
doi dblp
ROGER: Ranking-Oriented Generative Retrieval.
Yujia Zhou|Jing Yao|Zhicheng Dou|Yiteng Tu|Ledell Wu|Tat-Seng Chua|Ji-Rong Wen
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 6
doi dblp
Learnable Item Tokenization for Generative Recommendation.
Wenjie Wang|Honghui Bao|Xinyu Lin|Jizhi Zhang|Yongqi Li|Fuli Feng|See-Kiong Ng|Tat-Seng Chua
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
Smart Fitting Room: A One-stop Framework for Matching-aware Virtual Try-On.
Mingzhe Yu|Yunshan Ma|Lei Wu|Kai Cheng|Xue Li|Lei Meng|Tat-Seng Chua
Proceedings of the 2024 International Conference on Multimedia Retrieval, ICMR 2024, Phuket, Thailand, June 10-14, 2024
doi dblp
Large Language Model Powered Agents for Information Retrieval.
An Zhang|Yang Deng|Yankai Lin|Xu Chen|Ji-Rong Wen|Tat-Seng Chua
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
doi dblp
On Generative Agents in Recommendation.
An Zhang|Kepu Zhang|Tat-Seng Chua|Yuxin Chen|Leheng Sheng|Xiang Wang|Kepu Zhang|Tat-Seng Chua
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
doi dblp
A Taxation Perspective for Fair Re-ranking.
Chen Xu|Xiaopeng Ye|Wenjie Wang|Liang Pang|Jun Xu|Tat-Seng Chua
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
doi dblp
Towards Human-centered Proactive Conversational Agents.
Yang Deng|Lizi Liao|Zhonghua Zheng|Grace Hui Yang|Tat-Seng Chua
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
doi dblp
Data-efficient Fine-tuning for LLM-based Recommendation.
Xinyu Lin|Wenjie Wang|Yongqi Li|Shuo Yang|Fuli Feng|Yinwei Wei|Tat-Seng Chua
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
doi dblp
I3: Intent-Introspective Retrieval Conditioned on Instructions.
Kaihang Pan|Juncheng Li|Wenjie Wang|Hao Fei|Hongye Song|Wei Ji|Jun Lin|Xiaozhong Liu|Tat-Seng Chua|Siliang Tang
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
doi dblp
Simple but Effective Raw-Data Level Multimodal Fusion for Composed Image Retrieval.
Haokun Wen|Xuemeng Song|Xiaolin Chen|Yinwei Wei|Liqiang Nie|Tat-Seng Chua
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
doi dblp
Denoising Diffusion Recommender Model.
Jujia Zhao|Wenjie Wang|Yiyan Xu|Teng Sun|Fuli Feng|Tat-Seng Chua
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
doi dblp
Leveraging Multimodal Features and Item-level User Feedback for Bundle Construction.
Yunshan Ma|Xiaohao Liu|Yinwei Wei|Zhulin Tao|Xiang Wang|Tat-Seng Chua
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024
doi dblp
Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models.
Kelvin J. L. Koa|Yunshan Ma|Ritchie Ng|Tat-Seng Chua
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
Uplift Modeling for Target User Attacks on Recommender Systems.
Wenjie Wang|Changsheng Wang|Fuli Feng|Wentao Shi|Daizong Ding|Tat-Seng Chua
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks.
Shicheng Xu|Liang Pang|Huawei Shen|Xueqi Cheng|Tat-Seng Chua
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
Large Language Model Powered Agents in the Web.
Yang Deng|An Zhang|Yankai Lin|Xu Chen|Ji-Rong Wen|Tat-Seng Chua
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024
doi dblp
FashionReGen: LLM-Empowered Fashion Report Generation.
Yujuan Ding|Yunshan Ma|Wenqi Fan|Yige Yao|Tat-Seng Chua|Qing Li
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

doi dblp
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
Web Search and Data Mining (WSDM) 2023
doi dblp
Report on the 16th ACM International Conference on Web Search and Data Mining (WSDM 2023).
Hady W. Lauw|Tat-Seng Chua|Luo Si|Evimaria Terzi|Panayiotis Tsaparas|Andrew Tomkins
SIGIR Forum 2023 Volume 57 Issue 1
doi dblp
On the Robustness of Aspect-based Sentiment Analysis: Rethinking Model, Data, and Training.
Hao Fei|Tat-Seng Chua|Chenliang Li|Donghong Ji|Meishan Zhang|Yafeng Ren
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 2
doi dblp
User Perception of Recommendation Explanation: Are Your Explanations What Users Need?
Hongyu Lu|Weizhi Ma|Yifan Wang|Min Zhang|Xiang Wang|Yiqun Liu|Tat-Seng Chua|Shaoping Ma
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 2
doi dblp
Towards Generative Search and Recommendation: A keynote at RecSys 2023.
Tat-Seng Chua
SIGIR Forum 2023 Volume 57 Issue 2
doi dblp
A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender Systems.
Yang Deng|Wenxuan Zhang|Weiwen Xu|Wenqiang Lei|Tat-Seng Chua|Wai Lam
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 3
doi dblp
Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction.
Kelvin J. L. Koa|Yunshan Ma|Ritchie Ng|Tat-Seng Chua
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Popularity-aware Distributionally Robust Optimization for Recommendation System.
Jujia Zhao|Wenjie Wang|Xinyu Lin|Leigang Qu|Jizhi Zhang|Tat-Seng Chua
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Dual Semantic Knowledge Composed Multimodal Dialog Systems.
Xiaolin Chen|Liqiang Nie|Lorraine Goeuriot|Liadh Kelly|Tat-Seng Chua|Xuemeng Song|Yinwei Wei|Liqiang Nie|Lorraine Goeuriot|Tat-Seng Chua|Liadh Kelly
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
Learnable Pillar-based Re-ranking for Image-Text Retrieval.
Leigang Qu|Meng Liu|Wenjie Wang|Zhedong Zheng|Liqiang Nie|Tat-Seng Chua
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
Diffusion Recommender Model.
Wenjie Wang|Yiyan Xu|Fuli Feng|Xinyu Lin|Xiangnan He|Tat-Seng Chua
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
LightGT: A Light Graph Transformer for Multimedia Recommendation.
Yinwei Wei|Wenqi Liu|Fan Liu|Xiang Wang|Liqiang Nie|Tat-Seng Chua
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
Strategy-aware Bundle Recommender System.
Yinwei Wei|Xiaohao Liu|Yunshan Ma|Xiang Wang|Liqiang Nie|Tat-Seng Chua
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
Cooperative Explanations of Graph Neural Networks.
Junfeng Fang|Xiang Wang|An Zhang|Zemin Liu|Xiangnan He|Tat-Seng Chua
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
doi dblp
A Dual Prompt Learning Framework for Few-Shot Dialogue State Tracking.
Yuting Yang|Wenqiang Lei|Pei Huang|Juan Cao|Jintao Li|Tat-Seng Chua
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
doi dblp
Invariant Collaborative Filtering to Popularity Distribution Shift.
An Zhang|Jingnan Zheng|Xiang Wang|Yancheng Yuan|Tat-Seng Chua
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
doi dblp
SoarGraph: Numerical Reasoning over Financial Table-Text Data via Semantic-Oriented Hierarchical Graphs.
Fengbin Zhu|Moxin Li|Junbin Xiao|Fuli Feng|Chao Wang|Tat-Seng Chua
Companion Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

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Graph Technologies for User Modeling and Recommendation: Introduction to the Special Issue - Part 1.
Xiangnan He|Zhaochun Ren|Emine Yilmaz|Marc Najork|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 2
doi dblp
Introduction to the Special Section on Graph Technologies for User Modeling and Recommendation, Part 2.
Xiangnan He|Zhaochun Ren|Emine Yilmaz|Marc Najork|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 3
doi dblp
KuaiRec: A Fully-observed Dataset and Insights for Evaluating Recommender Systems.
Chongming Gao|Shijun Li|Wenqiang Lei|Jiawei Chen|Biao Li|Peng Jiang|Xiangnan He|Jiaxin Mao|Tat-Seng Chua
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi dblp
Interacting with Non-Cooperative User: A New Paradigm for Proactive Dialogue Policy.
Wenqiang Lei|Yao Zhang|Feifan Song|Hongru Liang|Jiaxin Mao|Jiancheng Lv|Zhenglu Yang|Tat-Seng Chua
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi dblp
User-controllable Recommendation Against Filter Bubbles.
Wenjie Wang|Fuli Feng|Liqiang Nie|Tat-Seng Chua
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi dblp
Structured and Natural Responses Co-generation for Conversational Search.
Chenchen Ye|Lizi Liao|Fuli Feng|Wei Ji|Tat-Seng Chua
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi dblp
Causal Representation Learning for Out-of-Distribution Recommendation.
Wenjie Wang|Xinyu Lin|Fuli Feng|Xiangnan He|Min Lin|Tat-Seng Chua
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
doi dblp
Re4: Learning to Re-contrast, Re-attend, Re-construct for Multi-interest Recommendation.
Shengyu Zhang|Lingxiao Yang|Dong Yao|Yujie Lu|Fuli Feng|Zhou Zhao|Tat-Seng Chua|Fei Wu
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

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Seamlessly Unifying Attributes and Items: Conversational Recommendation for Cold-start Users.
Shijun Li|Wenqiang Lei|Qingyun Wu|Xiangnan He|Peng Jiang|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2021 Volume 39 Issue 4
doi dblp
Leveraging Two Types of Global Graph for Sequential Fashion Recommendation.
Yujuan Ding|Yunshan Ma|Wai Keung Wong|Tat-Seng Chua
ICMR '21: International Conference on Multimedia Retrieval, Taipei, Taiwan, August 21-24, 2021
doi dblp
Reproducibility Companion Paper: Knowledge Enhanced Neural Fashion Trend Forecasting.
Yunshan Ma|Yujuan Ding|Xun Yang|Lizi Liao|Wai Keung Wong|Tat-Seng Chua|Jinyoung Moon|Hong-Han Shuai
ICMR '21: International Conference on Multimedia Retrieval, Taipei, Taiwan, August 21-24, 2021
doi dblp
Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method.
Fuli Feng|Weiran Huang|Xiangnan He|Xin Xin|Qifan Wang|Tat-Seng Chua
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
Hybrid Learning to Rank for Financial Event Ranking.
Fuli Feng|Moxin Li|Cheng Luo|Ritchie Ng|Tat-Seng Chua
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
MMConv: An Environment for Multimodal Conversational Search across Multiple Domains.
Lizi Liao|Le Hong Long|Zheng Zhang|Minlie Huang|Tat-Seng Chua
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait Issue.
Wenjie Wang|Fuli Feng|Xiangnan He|Hanwang Zhang|Tat-Seng Chua
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
Deconfounded Video Moment Retrieval with Causal Intervention.
Xun Yang|Fuli Feng|Wei Ji|Meng Wang|Tat-Seng Chua
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
CauseRec: Counterfactual User Sequence Synthesis for Sequential Recommendation.
Shengyu Zhang|Dong Yao|Zhou Zhao|Tat-Seng Chua|Fei Wu
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
Denoising Implicit Feedback for Recommendation.
Wenjie Wang|Fuli Feng|Xiangnan He|Liqiang Nie|Tat-Seng Chua
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021
doi dblp
Multi-domain Dialogue State Tracking with Recursive Inference.
Lizi Liao|Tongyao Zhu|Le Hong Long|Tat-Seng Chua
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.
doi dblp
Learning Intents behind Interactions with Knowledge Graph for Recommendation.
Xiang Wang|Tinglin Huang|Dingxian Wang|Yancheng Yuan|Zhenguang Liu|Xiangnan He|Tat-Seng Chua
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2020

doi dblp
Special issue on deep learning in image and video retrieval.
Ard Oerlemans|Yanming Guo|Michael S. Lew|Tat-Seng Chua
International Journal of Multimedia Information Retrieval (IJMIR) 2020 Volume 9 Issue 2
doi dblp
MGAT: Multimodal Graph Attention Network for Recommendation.
Zhulin Tao|Yinwei Wei|Xiang Wang|Xiangnan He|Xianglin Huang|Tat-Seng Chua
Information Processing and Management 2020 Volume 57 Issue 5
doi dblp
HoAFM: A High-order Attentive Factorization Machine for CTR Prediction.
Zhulin Tao|Xiang Wang|Xiangnan He|Xianglin Huang|Tat-Seng Chua
Information Processing and Management 2020 Volume 57 Issue 6
doi dblp
Knowledge Enhanced Neural Fashion Trend Forecasting.
Yunshan Ma|Yujuan Ding|Xun Yang|Lizi Liao|Wai Keung Wong|Tat-Seng Chua
Proceedings of the 2020 on International Conference on Multimedia Retrieval, ICMR 2020, Dublin, Ireland, June 8-11, 2020.
doi dblp
Enhancing Text Classification via Discovering Additional Semantic Clues from Logograms.
Chen Qian|Fuli Feng|Lijie Wen|Li Lin|Tat-Seng Chua
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
FinIR 2020: The First Workshop on Information Retrieval in Finance.
Fuli Feng|Cheng Luo|Xiangnan He|Yiqun Liu|Tat-Seng Chua
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
Conversational Recommendation: Formulation, Methods, and Evaluation.
Wenqiang Lei|Xiangnan He|Maarten de Rijke|Tat-Seng Chua
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
Hierarchical Fashion Graph Network for Personalized Outfit Recommendation.
Xingchen Li|Xiang Wang|Xiangnan He|Long Chen|Jun Xiao|Tat-Seng Chua
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
Disentangled Graph Collaborative Filtering.
Xiang Wang|Hongye Jin|An Zhang|Xiangnan He|Tong Xu|Tat-Seng Chua
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
Tree-Augmented Cross-Modal Encoding for Complex-Query Video Retrieval.
Xun Yang|Jianfeng Dong|Yixin Cao|Xun Wang|Meng Wang|Tat-Seng Chua
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
Estimation-Action-Reflection: Towards Deep Interaction Between Conversational and Recommender Systems.
Wenqiang Lei|Xiangnan He|Yisong Miao|Qingyun Wu|Richang Hong|Min-Yen Kan|Tat-Seng Chua
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020
doi dblp
Learning and Reasoning on Graph for Recommendation.
Xiang Wang|Xiangnan He|Tat-Seng Chua
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020
doi dblp
Reinforced Negative Sampling over Knowledge Graph for Recommendation.
Xiang Wang|Yaokun Xu|Xiangnan He|Yixin Cao|Meng Wang|Tat-Seng Chua
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

doi dblp
Temporal Relational Ranking for Stock Prediction.
Fuli Feng|Xiangnan He|Xiang Wang|Cheng Luo|Yiqun Liu|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2019 Volume 37 Issue 2
doi dblp
Attentive Aspect Modeling for Review-Aware Recommendation.
Xinyu Guan|Zhiyong Cheng|Xiangnan He|Yongfeng Zhang|Zhibo Zhu|Qinke Peng|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2019 Volume 37 Issue 3
doi dblp
Modeling Embedding Dimension Correlations via Convolutional Neural Collaborative Filtering.
Xiaoyu Du|Xiangnan He|Fajie Yuan|Jinhui Tang|Zhiguang Qin|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2019 Volume 37 Issue 4
doi dblp
Learning and Reasoning on Graph for Recommendation.
Xiang Wang|Xiangnan He|Tat-Seng Chua
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
Keynote: Towards Explainability in AI and Multimedia Research.
Tat-Seng Chua
Proceedings of the 2019 on International Conference on Multimedia Retrieval, ICMR 2019, Ottawa, ON, Canada, June 10-13, 2019.
doi dblp
Annotating Objects and Relations in User-Generated Videos.
Xindi Shang|Donglin Di|Junbin Xiao|Yu Cao|Xun Yang|Tat-Seng Chua
Proceedings of the 2019 on International Conference on Multimedia Retrieval, ICMR 2019, Ottawa, ON, Canada, June 10-13, 2019.
doi dblp
DietLens-Eout: Large Scale Restaurant Food Photo Recognition.
Zhipeng Wei|Jingjing Chen|Zhaoyan Ming|Chong-Wah Ngo|Tat-Seng Chua|Fengfeng Zhou
Proceedings of the 2019 on International Conference on Multimedia Retrieval, ICMR 2019, Ottawa, ON, Canada, June 10-13, 2019.
doi dblp
Neural Graph Collaborative Filtering.
Xiang Wang|Xiangnan He|Meng Wang|Fuli Feng|Tat-Seng Chua
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019.
doi dblp
Interpretable Fashion Matching with Rich Attributes.
Xun Yang|Xiangnan He|Xiang Wang|Yunshan Ma|Fuli Feng|Meng Wang|Tat-Seng Chua
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019.
doi dblp
Unifying Knowledge Graph Learning and Recommendation: Towards a Better Understanding of User Preferences.
Yixin Cao|Xiang Wang|Xiangnan He|Zikun Hu|Tat-Seng Chua
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019
doi dblp
Neural Multimodal Belief Tracker with Adaptive Attention for Dialogue Systems.
Zheng Zhang|Lizi Liao|Minlie Huang|Xiaoyan Zhu|Tat-Seng Chua
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

doi dblp
Recommendation Technologies for Multimedia Content.
Xiangnan He|Hanwang Zhang|Tat-Seng Chua
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, ICMR 2018, Yokohama, Japan, June 11-14, 2018
doi dblp
Adversarial Personalized Ranking for Recommendation.
Xiangnan He|Zhankui He|Xiaoyu Du|Tat-Seng Chua
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018
doi dblp
Attentive Moment Retrieval in Videos.
Meng Liu|Xiang Wang|Liqiang Nie|Xiangnan He|Baoquan Chen|Tat-Seng Chua
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018
doi dblp
Learning on Partial-Order Hypergraphs.
Fuli Feng|Xiangnan He|Yiqun Liu|Liqiang Nie|Tat-Seng Chua
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018
doi dblp
TEM: Tree-enhanced Embedding Model for Explainable Recommendation.
Xiang Wang|Xiangnan He|Fuli Feng|Liqiang Nie|Tat-Seng Chua
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

2017

doi dblp
Unifying Virtual and Physical Worlds: Learning Toward Local and Global Consistency.
Xiang Wang|Liqiang Nie|Xuemeng Song|Dongxiang Zhang|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2017 Volume 36 Issue 1
doi dblp
Compact Indexing and Judicious Searching for Billion-Scale Microblog Retrieval.
Dongxiang Zhang|Liqiang Nie|Huanbo Luan|Kian-Lee Tan|Tat-Seng Chua|Heng Tao Shen
ACM Transactions on Information Systems (TOIS) 2017 Volume 35 Issue 3
doi dblp
Cost-Optimized Microblog Distribution over Geo-Distributed Data Centers: Insights from Cross-Media Analysis.
Han Hu|Yonggang Wen|Tat-Seng Chua|Xuelong Li
ACM Transactions on Intelligent Systems and Technology (TIST) 2017 Volume 8 Issue 3
doi dblp
Learning User Attributes via Mobile Social Multimedia Analytics.
Liqiang Nie|Luming Zhang|Meng Wang|Richang Hong|Aleksandr Farseev|Tat-Seng Chua
ACM Transactions on Intelligent Systems and Technology (TIST) 2017 Volume 8 Issue 3
doi dblp
Cross-Platform App Recommendation by Jointly Modeling Ratings and Texts.
Da Cao|Xiangnan He|Liqiang Nie|Xiaochi Wei|Xia Hu|Shunxiang Wu|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2017 Volume 35 Issue 4
doi dblp
Tweet Can Be Fit: Integrating Data from Wearable Sensors and Multiple Social Networks for Wellness Profile Learning.
Aleksandr Farseev|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2017 Volume 35 Issue 4
doi dblp
Neural Factorization Machines for Sparse Predictive Analytics.
Xiangnan He|Tat-Seng Chua
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017
doi dblp
Embedding Factorization Models for Jointly Recommending Items and User Generated Lists.
Da Cao|Liqiang Nie|Xiangnan He|Xiaochi Wei|Shunzhi Zhu|Tat-Seng Chua
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017
doi dblp
Exploring User-Specific Information in Music Retrieval.
Zhiyong Cheng|Jialie Shen|Liqiang Nie|Tat-Seng Chua|Mohan S. Kankanhalli
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017
doi dblp
Attentive Collaborative Filtering: Multimedia Recommendation with Item- and Component-Level Attention.
Jingyuan Chen|Hanwang Zhang|Xiangnan He|Liqiang Nie|Wei Liu|Tat-Seng Chua
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017
doi dblp
Cross-Domain Recommendation via Clustering on Multi-Layer Graphs.
Aleksandr Farseev|Ivan Samborskii|Andrey Filchenkov|Tat-Seng Chua
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017
doi dblp
Computational Social Indicators: A Case Study of Chinese University Ranking.
Fuli Feng|Liqiang Nie|Xiang Wang|Richang Hong|Tat-Seng Chua
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017
doi dblp
Item Silk Road: Recommending Items from Information Domains to Social Users.
Xiang Wang|Xiangnan He|Liqiang Nie|Tat-Seng Chua
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017
doi dblp
Leveraging Behavioral Factorization and Prior Knowledge for Community Discovery and Profiling.
Mohammad Akbari|Tat-Seng Chua
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017
doi dblp
Neural Collaborative Filtering.
Xiangnan He|Lizi Liao|Hanwang Zhang|Liqiang Nie|Xia Hu|Tat-Seng Chua
Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017

2016

doi dblp
Volunteerism Tendency Prediction via Harvesting Multiple Social Networks.
Xuemeng Song|Zhaoyan Ming|Liqiang Nie|Yi-Liang Zhao|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2016 Volume 34 Issue 2
doi dblp
Learning content-social influential features for influence analysis.
Na Zhao|Hanwang Zhang|Meng Wang|Richang Hong|Tat-Seng Chua
International Journal of Multimedia Information Retrieval (IJMIR) 2016 Volume 5 Issue 3
doi dblp
Generating Incremental Length Summary Based on Hierarchical Topic Coverage Maximization.
Jintao Ye|Zhaoyan Ming|Tat-Seng Chua
ACM Transactions on Intelligent Systems and Technology (TIST) 2016 Volume 7 Issue 3
doi dblp
Scrutinizing Mobile App Recommendation: Identifying Important App-Related Indicators.
Jovian Lin|Kazunari Sugiyama|Min-Yen Kan|Tat-Seng Chua
Information Retrieval Technology - 12th Asia Information Retrieval Societies Conference, AIRS 2016, Beijing, China, November 30 - December 2, 2016, Proceedings
doi dblp
Fast Matrix Factorization for Online Recommendation with Implicit Feedback.
Xiangnan He|Hanwang Zhang|Min-Yen Kan|Tat-Seng Chua
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016
doi dblp
Discrete Collaborative Filtering.
Hanwang Zhang|Fumin Shen|Wei Liu|Xiangnan He|Huanbo Luan|Tat-Seng Chua
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016

2015

doi dblp
Robust Multiview Feature Learning for RGB-D Image Understanding.
Zheng-Jun Zha|Yang Yang|Jinhui Tang|Meng Wang|Tat-Seng Chua
ACM Transactions on Intelligent Systems and Technology (TIST) 2015 Volume 6 Issue 2
doi dblp
aMM: Towards adaptive ranking of multi-modal documents.
Mohammad Akbari|Liqiang Nie|Tat-Seng Chua
International Journal of Multimedia Information Retrieval (IJMIR) 2015 Volume 4 Issue 4
doi dblp
Harvesting Multiple Sources for User Profile Learning: a Big Data Study.
Aleksandr Farseev|Liqiang Nie|Mohammad Akbari|Tat-Seng Chua
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, Shanghai, China, June 23-26, 2015
doi dblp
Online Multimodal Co-indexing and Retrieval of Weakly Labeled Web Image Collections.
Lei Meng|Ah-Hwee Tan|Cyril Leung|Liqiang Nie|Tat-Seng Chua|Chunyan Miao
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, Shanghai, China, June 23-26, 2015
doi dblp
Multiple Social Network Learning and Its Application in Volunteerism Tendency Prediction.
Xuemeng Song|Liqiang Nie|Luming Zhang|Mohammad Akbari|Tat-Seng Chua
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile, August 9-13, 2015

2014

doi dblp
Learning to Recommend Descriptive Tags for Questions in Social Forums.
Liqiang Nie|Yi-Liang Zhao|Xiangyu Wang|Jialie Shen|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2014 Volume 32 Issue 1
doi dblp
Social-Sensed Image Search.
Peng Cui|Shaowei Liu|Wenwu Zhu|Huan-Bo Luan|Tat-Seng Chua|Shi-Qiang Yang
ACM Transactions on Information Systems (TOIS) 2014 Volume 32 Issue 2
doi dblp
Personalized Recommendations of Locally Interesting Venues to Tourists via Cross-Region Community Matching.
Yi-Liang Zhao|Liqiang Nie|Xiangyu Wang|Tat-Seng Chua
ACM Transactions on Intelligent Systems and Technology (TIST) 2014 Volume 5 Issue 3
doi dblp
A Dynamic Reconstruction Approach to Topic Summarization of User-Generated-Content.
Zhaoyan Ming|Jintao Ye|Tat-Seng Chua
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014
doi dblp
Customized Organization of Social Media Contents using Focused Topic Hierarchy.
Xingwei Zhu|Zhaoyan Ming|Yu Hao|Xiaoyan Zhu|Tat-Seng Chua
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014
doi dblp
Brand Data Gathering From Live Social Media Streams.
Yue Gao|Fanglin Wang|Huan-Bo Luan|Tat-Seng Chua
International Conference on Multimedia Retrieval, ICMR '14, Glasgow, United Kingdom - April 01 - 04, 2014
doi dblp
Image Tagging with Social Assistance.
Yang Yang|Yue Gao|Hanwang Zhang|Jie Shao|Tat-Seng Chua
International Conference on Multimedia Retrieval, ICMR '14, Glasgow, United Kingdom - April 01 - 04, 2014
doi dblp
Predicting trending messages and diffusion participants in microblogging network.
Jingwen Bian|Yang Yang|Tat-Seng Chua
The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014
doi dblp
New and improved: modeling versions to improve app recommendation.
Jovian Lin|Kazunari Sugiyama|Min-Yen Kan|Tat-Seng Chua
The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014
doi dblp
WenZher: comprehensive vertical search for healthcare domain.
Liqiang Nie|Tao Li|Mohammad Akbari|Jialie Shen|Tat-Seng Chua
The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014
doi dblp
The design of a live social observatory system.
Huan-Bo Luan|Juanzi Li|Maosong Sun|Tat-Seng Chua
23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014, Companion Volume

2013

dblp
International Conference on Multimedia Retrieval, ICMR'13, Dallas, TX, USA, April 16-19, 2013
International Conference on Multimedia Retrieval (ICMR) 2013
doi dblp
Multimedia summarization for trending topics in microblogs.
Jingwen Bian|Yang Yang|Tat-Seng Chua
22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013
doi dblp
Emerging topic detection for organizations from microblogs.
Yan Chen|Hadi Amiri|Zhoujun Li|Tat-Seng Chua
The 36th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '13, Dublin, Ireland - July 28 - August 01, 2013
doi dblp
Addressing cold-start in app recommendation: latent user models constructed from twitter followers.
Jovian Lin|Kazunari Sugiyama|Min-Yen Kan|Tat-Seng Chua
The 36th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '13, Dublin, Ireland - July 28 - August 01, 2013
doi dblp
Topic hierarchy construction for the organization of multi-source user generated contents.
Xingwei Zhu|Zhaoyan Ming|Xiaoyan Zhu|Tat-Seng Chua
The 36th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '13, Dublin, Ireland - July 28 - August 01, 2013

2012

doi dblp
Multimedia semantics-aware query-adaptive hashing with bits reconfigurability.
Yadong Mu|Xiangyu Chen|Xianglong Liu|Tat-Seng Chua|Shuicheng Yan
International Journal of Multimedia Information Retrieval (IJMIR) 2012 Volume 1 Issue 1
doi dblp
Oracle in Image Search: A Content-Based Approach to Performance Prediction.
Liqiang Nie|Meng Wang|Zheng-Jun Zha|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2012 Volume 30 Issue 2
doi dblp
Mining Travel Patterns from Geotagged Photos.
Yan-Tao Zheng|Zheng-Jun Zha|Tat-Seng Chua
ACM Transactions on Intelligent Systems and Technology (TIST) 2012 Volume 3 Issue 3
doi dblp
Guest editorial: Special issue on information retrieval for social media.
Fei Wang|Peng Cui|Gordon Sun|Tat-Seng Chua|Shiqiang Yang
Discover Computing 2012 Volume 15 Issue 3-4
doi dblp
Mining sentiment terminology through time.
Hadi Amiri|Tat-Seng Chua
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012
doi dblp
Automatic labeling hierarchical topics.
Xianling Mao|Zhaoyan Ming|Zheng-Jun Zha|Tat-Seng Chua|Hongfei Yan|Xiaoming Li
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012
doi dblp
Mining slang and urban opinion words and phrases from cQA services: an optimization approach.
Hadi Amiri|Tat-Seng Chua
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, WSDM 2012, Seattle, WA, USA, February 8-12, 2012

2011

doi dblp
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) 2011
doi dblp
Image annotation by kNN-sparse graph-based label propagation over noisily tagged web images.
Jinhui Tang|Richang Hong|Shuicheng Yan|Tat-Seng Chua|Guo-Jun Qi|Ramesh C. Jain
ACM Transactions on Intelligent Systems and Technology (TIST) 2011 Volume 2 Issue 2
doi dblp
ShotTagger: tag location for internet videos.
Guangda Li|Meng Wang|Yan-Tao Zheng|Haojie Li|Zheng-Jun Zha|Tat-Seng Chua
Proceedings of the 1st International Conference on Multimedia Retrieval, ICMR 2011, Trento, Italy, April 18 - 20, 2011
doi dblp
Learning reconfigurable hashing for diverse semantics.
Yadong Mu|Xiangyu Chen|Tat-Seng Chua|Shuicheng Yan
Proceedings of the 1st International Conference on Multimedia Retrieval, ICMR 2011, Trento, Italy, April 18 - 20, 2011
doi dblp
Locally regressive G-optimal design for image retrieval.
Zheng-Jun Zha|Yan-Tao Zheng|Meng Wang|Fei Chang|Tat-Seng Chua
Proceedings of the 1st International Conference on Multimedia Retrieval, ICMR 2011, Trento, Italy, April 18 - 20, 2011
doi dblp
Product comparison using comparative relations.
Si Li|Zheng-Jun Zha|Zhaoyan Ming|Meng Wang|Tat-Seng Chua|Jun Guo|Weiran Xu
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011
doi dblp
Multimedia answering: enriching text QA with media information.
Liqiang Nie|Meng Wang|Zheng-Jun Zha|Guangda Li|Tat-Seng Chua
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011
doi dblp
Hierarchical organization of unstructured consumer reviews.
Jianxing Yu|Zheng-Jun Zha|Meng Wang|Tat-Seng Chua
Proceedings of the 20th International Conference on World Wide Web, WWW 2011, Hyderabad, India, March 28 - April 1, 2011 (Companion Volume)

2010

doi dblp
Combining relations for information extraction from free text.
Mstislav Maslennikov|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2010 Volume 28 Issue 3
doi dblp
Exploring domain-specific term weight in archived question search.
Zhaoyan Ming|Tat-Seng Chua|Gao Cong
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010
doi dblp
Exploring large scale data for multimedia QA: an initial study.
Richang Hong|Guangda Li|Liqiang Nie|Jinhui Tang|Tat-Seng Chua
Proceedings of the 9th ACM International Conference on Image and Video Retrieval, CIVR 2010, Xi'an, China, July 5-7, 2010
doi dblp
Utilizing related samples to learn complex queries in interactive concept-based video search.
Jin Yuan|Zheng-Jun Zha|Zhengdong Zhao|Xiangdong Zhou|Tat-Seng Chua
Proceedings of the 9th ACM International Conference on Image and Video Retrieval, CIVR 2010, Xi'an, China, July 5-7, 2010
doi dblp
Prototype hierarchy based clustering for the categorization and navigation of web collections.
Zhaoyan Ming|Kai Wang|Tat-Seng Chua
Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2010, Geneva, Switzerland, July 19-23, 2010
doi dblp
Segmentation of multi-sentence questions: towards effective question retrieval in cQA services.
Kai Wang|Zhaoyan Ming|Xia Hu|Tat-Seng Chua
Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2010, Geneva, Switzerland, July 19-23, 2010

2009

doi dblp
Exploiting internal and external semantics for the clustering of short texts using world knowledge.
Xia Hu|Nan Sun|Chao Zhang|Tat-Seng Chua
Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009
doi dblp
NUS-WIDE: a real-world web image database from National University of Singapore.
Tat-Seng Chua|Jinhui Tang|Richang Hong|Haojie Li|Zhiping Luo|Yantao Zheng
Proceedings of the 8th ACM International Conference on Image and Video Retrieval, CIVR 2009, Santorini Island, Greece, July 8-10, 2009
doi dblp
VisionGo: towards true interactivity.
Yantao Zheng|Shi-Yong Neo|Xiangyu Chen|Tat-Seng Chua
Proceedings of the 8th ACM International Conference on Image and Video Retrieval, CIVR 2009, Santorini Island, Greece, July 8-10, 2009
doi dblp
A syntactic tree matching approach to finding similar questions in community-based qa services.
Kai Wang|Zhaoyan Ming|Tat-Seng Chua
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009, Boston, MA, USA, July 19-23, 2009

2008

doi dblp
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2008, Singapore, July 20-24, 2008
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) 2008
doi dblp
Adaptive multiple feedback strategies for interactive video search.
Huan-Bo Luan|Yantao Zheng|Shi-Yong Neo|Yongdong Zhang|Shouxun Lin|Tat-Seng Chua
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, CIVR 2008, Niagara Falls, Canada, July 7-9, 2008
doi dblp
VisionGo: bridging users and multimedia video retrieval.
Shi-Yong Neo|Huan-Bo Luan|Yantao Zheng|Hai-Kiat Goh|Tat-Seng Chua
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, CIVR 2008, Niagara Falls, Canada, July 7-9, 2008
doi dblp
Automatic image annotation via local multi-label classification.
Mei Wang|Xiangdong Zhou|Tat-Seng Chua
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, CIVR 2008, Niagara Falls, Canada, July 7-9, 2008
doi dblp
Probabilistic optimized ranking for multimedia semantic concept detection via RVM.
Yantao Zheng|Shi-Yong Neo|Tat-Seng Chua|Qi Tian
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, CIVR 2008, Niagara Falls, Canada, July 7-9, 2008

2007

doi dblp
Soft pattern matching models for definitional question answering.
Hang Cui|Min-Yen Kan|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2007 Volume 25 Issue 2
doi dblp
Document concept lattice for text understanding and summarization.
Shiren Ye|Tat-Seng Chua|Min-Yen Kan|Long Qiu
Information Processing and Management 2007 Volume 43 Issue 6
doi dblp
Active learning approach to interactive spatio-temporal news video retrieval.
Huan-Bo Luan|Shi-Yong Neo|Tat-Seng Chua|Yantao Zheng|Sheng Tang|Yongdong Zhang|Jin-Tao Li
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, CIVR 2007, Amsterdam, The Netherlands, July 9-11, 2007
doi dblp
The use of temporal, semantic and visual partitioning model for efficient near-duplicate keyframe detection in large scale news corpus.
Yantao Zheng|Shi-Yong Neo|Tat-Seng Chua|Qi Tian
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, CIVR 2007, Amsterdam, The Netherlands, July 9-11, 2007
doi dblp
Interesting nuggets and their impact on definitional question answering.
Kian-Wei Kor|Tat-Seng Chua
SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Amsterdam, The Netherlands, July 23-27, 2007

2006

doi dblp
A maximal figure-of-merit (MFoM)-learning approach to robust classifier design for text categorization.
Sheng Gao|Wen Wu|Chin-Hui Lee|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2006 Volume 24 Issue 2
doi dblp
Video Retrieval Using High Level Features: Exploiting Query Matching and Confidence-Based Weighting.
Shi-Yong Neo|Jin Zhao|Min-Yen Kan|Tat-Seng Chua
Image and Video Retrieval, 5th International Conference, CIVR 2006, Tempe, AZ, USA, July 13-15, 2006, Proceedings
doi dblp
Bayesian Learning of Hierarchical Multinomial Mixture Models of Concepts for Automatic Image Annotation.
Rui Shi|Tat-Seng Chua|Chin-Hui Lee|Sheng Gao
Image and Video Retrieval, 5th International Conference, CIVR 2006, Tempe, AZ, USA, July 13-15, 2006, Proceedings
doi dblp
Automatic Person Annotation of Family Photo Album.
Ming Zhao|Yong Teo|Siliang Liu|Tat-Seng Chua|Ramesh C. Jain
Image and Video Retrieval, 5th International Conference, CIVR 2006, Tempe, AZ, USA, July 13-15, 2006, Proceedings
doi dblp
Mining dependency relations for query expansion in passage retrieval.
Renxu Sun|Chai-Huat Ong|Tat-Seng Chua
SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Seattle, Washington, USA, August 6-11, 2006

2005

doi dblp
Image and Video Retrieval, 4th International Conference, CIVR 2005, Singapore, July 20-22, 2005, Proceedings
ACM International Conference on Image and Video Retrieval (CIVR) 2005
doi dblp
Generic soft pattern models for definitional question answering.
Hang Cui|Min-Yen Kan|Tat-Seng Chua
SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Salvador, Brazil, August 15-19, 2005
doi dblp
Question answering passage retrieval using dependency relations.
Hang Cui|Renxu Sun|Keya Li|Min-Yen Kan|Tat-Seng Chua
SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Salvador, Brazil, August 15-19, 2005
doi dblp
Dependency relation matching for answer selection.
Renxu Sun|Hang Cui|Keya Li|Min-Yen Kan|Tat-Seng Chua
SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Salvador, Brazil, August 15-19, 2005
dblp
Using Syntactic and Semantic Relation Analysis in Question Answering.
Renxu Sun|Jing Jiang|Yee Fan Tan|Hang Cui|Tat-Seng Chua|Min-Yen Kan
Proceedings of the Fourteenth Text REtrieval Conference, TREC 2005, Gaithersburg, Maryland, USA, November 15-18, 2005

2004

doi dblp
An Adaptive Image Content Representation and Segmentation Approach to Automatic Image Annotation.
Rui Shi|HuaMin Feng|Tat-Seng Chua|Chin-Hui Lee
Image and Video Retrieval: Third International Conference, CIVR 2004, Dublin, Ireland, July 21-23, 2004. Proceedings
doi dblp
The fusion of audio-visual features and external knowledge for event detection in team sports video.
Huaxin Xu|Tat-Seng Chua
Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval, MIR 2004, October 15-16, 2004, New York, NY, USA
doi dblp
Effectiveness of web page classification on finding list answers.
Hui Yang|Tat-Seng Chua
SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Sheffield, UK, July 25-29, 2004
dblp
National University of Singapore at the TREC 13 Question Answering Main Task.
Hang Cui|Keya Li|Renxu Sun|Tat-Seng Chua|Min-Yen Kan
Proceedings of the Thirteenth Text REtrieval Conference, TREC 2004, Gaithersburg, Maryland, USA, November 16-19, 2004
doi dblp
Unsupervised learning of soft patterns for generating definitions from online news.
Hang Cui|Min-Yen Kan|Tat-Seng Chua
Proceedings of the 13th international conference on World Wide Web, WWW 2004, New York, NY, USA, May 17-20, 2004
doi dblp
FADA: find all distinct answers.
Hui Yang|Tat-Seng Chua
Proceedings of the 13th international conference on World Wide Web - Alternate Track Papers & Posters, WWW 2004, New York, NY, USA, May 17-20, 2004

2003

doi dblp
A Multi-Modal Approach to Story Segmentation for News Video.
Lekha Chaisorn|Tat-Seng Chua|Chin-Hui Lee
World Wide Web (WWW) 2003 Volume 6 Issue 2
doi dblp
Hierarchical Indexing and Flexible Element Retrieval for Structured Document.
Hang Cui|Ji-Rong Wen|Tat-Seng Chua
Advances in Information Retrieval, 25th European Conference on IR Research, ECIR 2003, Pisa, Italy, April 14-16, 2003, Proceedings
doi dblp
A bootstrapping approach to annotating large image collection.
HuaMin Feng|Tat-Seng Chua
Proceedings of the 5th ACM SIGMM International Workshop on Multimedia Information Retrieval, MIR 2003, November 7, 2003, Berkeley, CA, USA
doi dblp
A maximal figure-of-merit learning approach to text categorization.
Sheng Gao|Wen Wu|Chin-Hui Lee|Tat-Seng Chua
SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28 - August 1, 2003, Toronto, Canada
doi dblp
Structured use of external knowledge for event-based open domain question answering.
Hui Yang|Tat-Seng Chua|Shuguang Wang|Chun-Keat Koh
SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28 - August 1, 2003, Toronto, Canada
dblp
QUALIFIER In TREC-12 QA Main Task.
Hui Yang|Hang Cui|Mstislav Maslennikov|Long Qiu|Min-Yen Kan|Tat-Seng Chua
Proceedings of The Twelfth Text REtrieval Conference, TREC 2003, Gaithersburg, Maryland, USA, November 18-21, 2003
dblp
Modeling Web Knowledge for Answering Event-based Questions.
Hui Yang|Tat-Seng Chua|Shuguang Wang
Proceedings of the Twelfth International World Wide Web Conference - Posters, WWW 2003, Budapest, Hungary, May 20-24, 2003

2002

dblp
Temporal Multi-Resolution Framework for Shot Boundary Detection and Keyframe Extraction.
A. Chandrashekhara|HuaMin Feng|Tat-Seng Chua
Proceedings of The Eleventh Text REtrieval Conference, TREC 2002, Gaithersburg, Maryland, USA, November 19-22, 2002
dblp
The Integration of Lexical Knowledge and External Resources for Question Answering.
Hui Yang|Tat-Seng Chua
Proceedings of The Eleventh Text REtrieval Conference, TREC 2002, Gaithersburg, Maryland, USA, November 19-22, 2002

1995

doi dblp
A Video Retrieval and Sequencing System.
Tat-Seng Chua|Li-Qun Ruan
ACM Transactions on Information Systems (TOIS) 1995 Volume 13 Issue 4