| 2026 | ACL | Long Context Modeling with Ranked Memory-Augmented Retrieval. | Ghadir Alselwi, Hao Xue, Shoaib Jameel, Basem Suleiman, Flora D. Salim, Imran Razzak |
| 2026 | ACL | SOCIA-EVO: Automated Simulator Construction via Dual-Anchored Bi-Level Optimization. | Yuncheng Hua, Sion Weatherhead, Mehdi Jafari, Hao Xue, Flora D. Salim |
| 2026 | ACL | ZARA: Training-Free Motion Time-Series Reasoning via Evidence-Grounded LLM Agents. | Zechen Li, Baiyu Chen, Hao Xue, Flora D. Salim |
| 2026 | ACL | Why Supervised Fine-Tuning Fails to Learn: A Systematic Study of Incomplete Learning in Large Language Models. | Chao Xue, Yao Wang, Mengqiao Liu, Di Liang, Xingsheng Han, Peiyang Liu, Xianjie Wu, Chenyao Lu, Lei Jiang, Yu Lu, Haibo Shi, Shuang Liang, Minlong Peng, Flora D. Salim |
| 2026 | ACL | Reason Only When Needed: Efficient Generative Reward Modeling via Model-Internal Uncertainty. | Chao Xue, Yao Wang, Mengqiao Liu, Di Liang, Xingsheng Han, Peiyang Liu, Xianjie Wu, Chenyao Lu, Lei Jiang, Yu Lu, Haibo Shi, Shuang Liang, Minlong Peng, Flora D. Salim |
| 2026 | CHI | Applying Value Sensitive Design to Location-Based Services: Designing for Shared Spaces and Local Conditions. | Hiruni Nuwanthika Kegalle, Flora D. Salim, Mark Sanderson, Jeffrey Chan, Danula Hettiachchi |
| 2026 | CHI | Understanding the Effects of Interaction on Emotional Experiences in VR. | Zheyuan Kuang, Tinghui Li, Weiwei Jiang, Sven Mayer, Flora D. Salim, Benjamin Tag, Anusha Withana, Zhanna Sarsenbayeva |
| 2026 | WWW | Genomic-Informed Heterogeneous Graph Learning for Spatiotemporal Avian Influenza Outbreak Forecasting. | Jing Du, Haley Stone, Yang Yang, Ashna Desai, Hao Xue, Andreas Zfle, C. Raina MacIntyre, Flora D. Salim |
| 2026 | WWW | Mining Citywide Dengue Spread Patterns in Singapore Through Hotspot Dynamics from Open Web Data. | Liping Huang, Gaoxi Xiao, Stefan Ma, Hechang Chen, Shisong Tang, Flora D. Salim |
| 2026 | WWW | Beyond Single Pass, Looping Through Time: KG-IRAG with Iterative Knowledge Retrieval. | Ruiyi Yang, Hao Xue, Imran Razzak, Flora D. Salim |
| 2026 | SIGIR | MANILA26: SIGIR 2026 Tutorial on Information Retrieval for Climate Change Impact. | Maarten de Rijke, Flora D. Salim |
| 2025 | ACL | Beyond Words: Integrating Theory of Mind into Conversational Agents for Human-Like Belief, Desire, and Intention Alignment. | Mehdi Jafari, Yuncheng Hua, Hao Xue, Flora D. Salim |
| 2025 | COLING | Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification. | Shijing Chen, Mohamed Reda Bouadjenek, Usman Naseem, Basem Suleiman, Shoaib Jameel, Flora D. Salim, Hakim Hacid, Imran Razzak |
| 2025 | EMNLP | SensorLLM: Aligning Large Language Models with Motion Sensors for Human Activity Recognition. | Zechen Li, Shohreh Deldari, Linyao Chen, Hao Xue, Flora D. Salim |
| 2025 | IJCNLP | What am I missing here?: Evaluating Large Language Models for Masked Sentence Prediction. | Charlie Wyatt, Aditya Joshi, Flora D. Salim |
| 2025 | ISWC | CoughViT: A Self-Supervised Vision Transformer for Cough Audio Representation Learning. | Justin Luong, Hao Xue, Flora D. Salim |
| 2025 | KDD | Simulated Infectious Diseases Datasets with Controlled Data Bias. | Ruochen Kong, Taylor Anderson, Matthew Scotch, David J. Heslop, Yonchanok Khaokaew, Hao Xue, Li Xiong, Chandini Raina MacIntyre, Flora D. Salim, Andreas Zfle |
| 2025 | WWW | Brick-by-Brick: Cyber-Physical Building Data Classification Challenge. | Arian Prabowo, Xiachong Lin, Imran Razzak, Hao Xue, Matthew Amos, Stephen D. White, Flora D. Salim |
| 2024 | CHI | GustosonicSense: Towards understanding the design of playful gustosonic eating experiences. | Yan Wang, Humphrey O. Obie, Zhuying Li, Flora D. Salim, John C. Grundy, Florian 'Floyd' Mueller |
| 2024 | GECCO | Promoting Two-sided Fairness in Dynamic Vehicle Routing Problems. | Yufan Kang, Rongsheng Zhang, Wei Shao, Flora D. Salim, Jeffrey Chan |
| 2024 | HIC | Advancing Physiological Methods for Human-Information Interaction. | Nattapat Boonprakong, Kaixin Ji, Ziyi Ye, Benjamin Tag, Damiano Spina, Tuukka Ruotsalo, Flora D. Salim |
| 2024 | HIC | Towards Understanding Human-AI Reliance Patterns Through Explanation Styles. | Emma Casolin, Flora D. Salim |
| 2024 | HIC | Leveraging Large Language Models for Generating Mobile Sensing Strategies in Human Behavior Modeling. | Nan Gao, Zhuolei Yu, Yue Xu, Chun Yu, Yuntao Wang, Flora D. Salim, Yuanchun Shi |
| 2024 | HIC | Exploring Large-Scale Language Models to Evaluate EEG-Based Multimodal Data for Mental Health. | Yongquan Hu, Shuning Zhang, Ting Dang, Hong Jia, Flora D. Salim, Wen Hu, Aaron J. Quigley |
| 2024 | ICDM | BiTSA: Leveraging Time Series Foundation Model for Building Energy Analytics. | Xiachong Lin, Arian Prabowo, Imran Razzak, Hao Xue, Matthew Amos, Sam Behrens, Flora D. Salim |
| 2024 | ICLR | AttEXplore: Attribution for Explanation with model parameters eXploration. | Zhiyu Zhu, Huaming Chen, Jiayu Zhang, Xinyi Wang, Zhibo Jin, Jason Xue, Flora D. Salim |
| 2024 | IJCAI | Detecting Change Intervalswith Isolation Distributional Kernel (Abstract Reprint). | Yang Cao, Ye Zhu, Kai Ming Ting, Flora D. Salim, Hong Xian Li, Luxing Yang, Gang Li |
| 2024 | ISWC | Understanding Physiological Responses of Students Over Different Courses. | Soundariya Ananthan, Nan Gao, Flora D. Salim |
| 2024 | ISWC | WorkR: Occupation Inference for Intelligent Task Assistance. | Yonchanok Khaokaew, Hao Xue, Mohammad Saiedur Rahaman, Flora D. Salim |
| 2024 | KDD | STEMO: Early Spatio-temporal Forecasting with Multi-Objective Reinforcement Learning. | Wei Shao, Yufan Kang, Ziyan Peng, Xiao Xiao, Lei Wang, Yuhui Yang, Flora D. Salim |
| 2024 | RecSys | CAPRI-FAIR: Integration of Multi-sided Fairness in Contextual POI Recommendation Framework. | Francis Zac dela Cruz, Flora D. Salim, Yonchanok Khaokaew, Jeffrey Chan |
| 2024 | WWW | Unveiling Misogyny Memes: A Multimodal Analysis of Modality Effects on Identification. | Shijing Chen, Usman Naseem, Imran Razzak, Flora D. Salim |
| 2024 | WWW | SSTKG: Simple Spatio-Temporal Knowledge Graph for Intepretable and Versatile Dynamic Information Embedding. | Ruiyi Yang, Flora D. Salim, Hao Xue |
| 2024 | SIGIR | MANILA24: SIGIR 2024 Workshop on Information Retrieval and Climate Impact. | Bart van den Hurk, Maarten de Rijke, Flora D. Salim |
| 2024 | SIGIR | Characterizing Information Seeking Processes with Multiple Physiological Signals. | Kaixin Ji, Danula Hettiachchi, Flora D. Salim, Falk Scholer, Damiano Spina |
| 2024 | SIGIR | Large Language Models for Next Point-of-Interest Recommendation. | Peibo Li, Maarten de Rijke, Hao Xue, Shuang Ao, Yang Song, Flora D. Salim |
| 2024 | WSDM | CroSSL: Cross-modal Self-Supervised Learning for Time-series through Latent Masking. | Shohreh Deldari, Dimitris Spathis, Mohammad Malekzadeh, Fahim Kawsar, Flora D. Salim, Akhil Mathur |
| 2023 | CHI | The unwritten manual of becoming a professor of HCI. | Florian Michahelles, Susanne Boll, Katie A. Siek, Flora D. Salim, Aaron J. Quigley |
| 2023 | CIKM | Designing and Evaluating Presentation Strategies for Fact-Checked Content. | Danula Hettiachchi, Kaixin Ji, Jenny Kennedy, Anthony McCosker, Flora D. Salim, Mark Sanderson, Falk Scholer, Damiano Spina |
| 2023 | CVPR | SCONE-GAN: Semantic Contrastive learning-based Generative Adversarial Network for an end-to-end image translation. | Iman Abbasnejad, Fabio Zambetta, Flora D. Salim, Timothy Wiley, Jeffrey Chan, Russell Gallagher, Ehsan Abbasnejad |
| 2023 | MDM | Are footpaths encroached by shared e-scooters? Spatio-temporal Analysis of Micro-mobility Services. | Hiruni Kegalle, Danula Hettiachchi, Jeffrey Chan, Flora D. Salim, Mark Sanderson |
| 2023 | MDM | Self-supervised Activity Representation Learning with Incremental Data: An Empirical Study. | Jason Liu, Shohreh Deldari, Hao Xue, Van Nguyen, Flora D. Salim |
| 2023 | MDM | A System of Monitoring and Analyzing Human Indoor Mobility and Air Quality. | Kyle Kai Qin, Mohammad Saiedur Rahaman, Yongli Ren, Chi-Tsun Cheng, Ivan Cole, Flora D. Salim |
| 2023 | SENSYS | Utilizing Language Models for Energy Load Forecasting. | Hao Xue, Flora D. Salim |
| 2023 | SENSYS | Navigating Out-of-Distribution Electricity Load Forecasting during COVID-19: Benchmarking energy load forecasting models without and with continual learning. | Arian Prabowo, Kaixuan Chen, Hao Xue, Subbu Sethuvenkatraman, Flora D. Salim |
| 2022 | AAAI | Event-Aware Multimodal Mobility Nowcasting. | Zhaonan Wang, Renhe Jiang, Hao Xue, Flora D. Salim, Xuan Song, Ryosuke Shibasaki |
| 2022 | IJCAI | Long-term Spatio-Temporal Forecasting via Dynamic Multiple-Graph Attention. | Wei Shao, Zhiling Jin, Shuo Wang, Yufan Kang, Xiao Xiao, Hamid Menouar, Zhaofeng Zhang, Junshan Zhang, Flora D. Salim |
| 2022 | WSDM | Translating Human Mobility Forecasting through Natural Language Generation. | Hao Xue, Flora D. Salim, Yongli Ren, Charles L. A. Clarke |
| 2022 | SDM | Measuring disentangled generative spatio-temporal representation. | Sichen Zhao, Wei Shao, Jeffrey Chan, Flora D. Salim |
| 2021 | CIKM | CoSEM: Contextual and Semantic Embedding for App Usage Prediction. | Yonchanok Khaokaew, Mohammad Saiedur Rahaman, Ryen W. White, Flora D. Salim |
| 2021 | ICDM | PIETS: Parallelised Irregularity Encoders for Forecasting with Heterogeneous Time-Series. | Futoon M. Abushaqra, Hao Xue, Yongli Ren, Flora D. Salim |
| 2021 | KDD | Exploring Self-Supervised Representation Ensembles for COVID-19 Cough Classification. | Hao Xue, Flora D. Salim |
| 2021 | PAKDD | TERMCast: Temporal Relation Modeling for Effective Urban Flow Forecasting. | Hao Xue, Flora D. Salim |
| 2021 | PERCOM | FADACS: A Few-Shot Adversarial Domain Adaptation Architecture for Context-Aware Parking Availability Sensing. | Wei Shao, Sichen Zhao, Zhen Zhang, Shiyu Wang, Mohammad Saiedur Rahaman, Andy Song, Flora D. Salim |
| 2021 | WWW | Time Series Change Point Detection with Self-Supervised Contrastive Predictive Coding. | Shohreh Deldari, Daniel V. Smith, Hao Xue, Flora D. Salim |
| 2021 | WWW | Learning Spatio-Temporal Behavioural Representations for Urban Activity Forecasting. | Flora D. Salim |
| 2021 | SSDBM | MoParkeR : Multi-objective Parking Recommendation. | Mohammad Saiedur Rahaman, Wei Shao, Flora D. Salim, Ayad Turky, Andy Song, Jeffrey Chan, Junliang Jiang, Doug Bradbrook |
| 2020 | CIKM | G-CREWE: Graph CompREssion With Embedding for Network Alignment. | Kyle Kai Qin, Flora D. Salim, Yongli Ren, Wei Shao, Mark Heimann, Danai Koutra |
| 2020 | CIKM | Modelling Regional Crime Risk using Directed Graph of Check-ins. | Shakila Khan Rumi, Flora D. Salim |
| 2020 | ICCS | Deep Learning Assisted Memetic Algorithm for Shortest Route Problems. | Ayad Turky, Mohammad Saiedur Rahaman, Wei Shao, Flora D. Salim, Doug Bradbrook, Andy Song |
| 2020 | IJCNN | Approximating Optimisation Solutions for the Travelling Officer Problem with Neural Networks. | Wei Shao, Jeffrey Chan, Flora D. Salim |
| 2020 | ICWSM | Realtime Predictive Patrolling and Routing with Mobility and Emergency Calls Data. | Shakila Khan Rumi, Wei Shao, Flora D. Salim |
| 2020 | PAKDD | Relation Embedding for Personalised Translation-Based POI Recommendation. | Xianjing Wang, Flora D. Salim, Yongli Ren, Piotr Koniusz |
| 2020 | SENSYS | Tool-chain for supporting Privacy Risk Assessments. | Jens Hjort Schwee, Fisayo Caleb Sangogboye, Flora D. Salim, Mikkel Baun Kjrgaard |
| 2019 | CHIIR | Learning About Work Tasks to Inform Intelligent Assistant Design. | Johanne R. Trippas, Damiano Spina, Falk Scholer, Ahmed Hassan Awadallah, Peter Bailey, Paul N. Bennett, Ryen W. White, Jonathan Liono, Yongli Ren, Flora D. Salim, Mark Sanderson |
| 2019 | PERCOM | OnlineAirTrajClus: An Online Aircraft Trajectory Clustering for Tarmac Situation Awareness. | Wei Shao, Flora D. Salim, Jeffrey Chan, Kyle Kai Qin, Jiaman Ma, Bradley Feest |
| 2019 | PERCOM | Improving Experience Sampling with Multi-view User-driven Annotation Prediction. | Jonathan Liono, Flora D. Salim, Niels van Berkel, Vassilis Kostakos, A. K. Qin |
| 2019 | PERCOM | OccuSpace: Towards a Robust Occupancy Prediction System for Activity Based Workplace. | Mohammad Saiedur Rahaman, Harsh Pare, Jonathan Liono, Flora D. Salim, Yongli Ren, Jeffrey Chan, Shaw Kudo, Tim Rawling, Alex Sinickas |
| 2019 | SENSYS | COLTRANE: ConvolutiOnaL TRAjectory NEtwork for Deep Map Inference. | Arian Prabowo, Piotr Koniusz, Wei Shao, Flora D. Salim |
| 2018 | GPC | Parking Availability Prediction with Long Short Term Memory Model. | Wei Shao, Yu Zhang, Bin Guo, Kyle Kai Qin, Jeffrey Chan, Flora D. Salim |
| 2018 | IJCNN | Evolutionary Multi-objective Ensemble Learning for Multivariate Electricity Consumption Prediction. | Hui Song, A. K. Qin, Flora D. Salim |
| 2018 | Mobiquitous | Inferring Transportation Mode and Human Activity from Mobile Sensing in Daily Life. | Jonathan Liono, Zahraa S. Abdallah, A. K. Qin, Flora D. Salim |
| 2018 | Mobiquitous | ProMETheus: An Intelligent Mobile Voice Meeting Minutes System. | Hui Liu, Xin Wang, Yuheng Wei, Wei Shao, Jonathan Liono, Flora D. Salim, Bo Deng, Junzhao Du |
| 2018 | Mobiquitous | Predicting Citywide Passenger Demand via Reinforcement Learning from Spatio-Temporal Dynamics. | Xiaodong Ning, Lina Yao, Xianzhi Wang, Boualem Benatallah, Flora D. Salim, Pari Delir Haghighi |
| 2018 | PAKDD | Identifying In-App User Actions from Mobile Web Logs. | Bilih Priyogi, Mark Sanderson, Flora D. Salim, Jeffrey Chan, Martin Tomko, Yongli Ren |
| 2018 | PAKDD | Mining User Behavioral Rules from Smartphone Data Through Association Analysis. | Iqbal H. Sarker, Flora D. Salim |
| 2018 | PERCOM | CoAcT: A Framework for Context-Aware Trip Planning Using Active Transport. | Mohammad Saiedur Rahaman, Margaret Hamilton, Flora D. Salim |
| 2018 | SENSYS | Shopping intent recognition and location prediction from cyber-physical activities via wi-fi logs. | Manpreet Kaur, Flora D. Salim, Yongli Ren, Jeffrey Chan, Martin Tomko, Mark Sanderson |
| 2018 | SENSYS | Data-driven occupant modeling strategies and digital tools enabled by IEA EBC annex 79: poster abstract. | Mikkel Baun Kjrgaard, Bing Dong, Salvatore Carlucci, Flora D. Salim, Junjing Yang, Clinton J. Andrews, Omid Ardakanian |
| 2017 | AusDM | SD-HOC: Seasonal Decomposition Algorithm for Mining Lagged Time Series. | Irvan Bastian Arief Ang, Flora D. Salim, Margaret Hamilton |
| 2017 | ICONIP | Multi-resolution Selective Ensemble Extreme Learning Machine for Electricity Consumption Prediction. | Hui Song, A. K. Qin, Flora D. Salim |
| 2017 | INFOCOM | Automated density-based clustering of spatial urban data for interactive data exploration. | Erica Rosalina, Flora D. Salim, Timos Sellis |
| 2017 | Mobiquitous | Predicting the city foot traffic with pedestrian sensor data. | Xianjing Wang, Jonathan Liono, Will McIntosh, Flora D. Salim |
| 2017 | SENSYS | DA-HOC: semi-supervised domain adaptation for room occupancy prediction using CO | Irvan Bastian Arief Ang, Flora D. Salim, Margaret Hamilton |
| 2016 | ADC | Topical Event Detection on Twitter. | Lishan Cui, Xiuzhen Zhang, Xiangmin Zhou, Flora D. Salim |
| 2016 | IJCNN | Multivariate electricity consumption prediction with Extreme Learning Machine. | Hui Song, A. K. Qin, Flora D. Salim |
| 2016 | MDM | UTE: A Ubiquitous Data Exploration Platform for Mobile Sensing Experiments. | Jonathan Liono, Nguyen Cong Thuong, Prem Prakash Jayaraman, Flora D. Salim |
| 2016 | Mobiquitous | Optimal time window for temporal segmentation of sensor streams in multi-activity recognition. | Jonathan Liono, A. K. Qin, Flora D. Salim |
| 2016 | OZCHI | Measuring passers-by engagement with AmPost: a printed interactive audio poster. | Jonathan Liono, Andrew Valentine, Chin Koi Khoo, Flora D. Salim |
| 2016 | PERCOM | SECC: Simultaneous extraction of context and community from pervasive signals. | Nguyen Cong Thuong, Vu Nguyen, Flora D. Salim, Dinh Q. Phung |
| 2016 | PERCOM | CoSDEO 2016: Contact-free ambient sensing - Welcome and committees: Welcome message from the CoSDEO 2016 workshop co-chairs. | Flora D. Salim, Stephan Sigg, Chenren Xu |
| 2016 | PERCOM | Smart cities: Intelligent environments and dumb people? Panel summary. | Franco Zambonelli, Wolfgang De Meuter, Salil S. Kanhere, Seng Wai Loke, Flora D. Salim |
| 2015 | CEC | Heuristic evolution with Genetic Programming for Traveling Thief Problem. | Yi Mei, Xiaodong Li, Flora D. Salim, Xin Yao |
| 2015 | ICWS | An Energy-Efficient Inter-organizational Wireless Sensor Data Collection Framework. | Chii Chang, Seng W. Loke, Hai Dong, Flora D. Salim, Satish Narayana Srirama, Mohan Liyanage, Sea Ling |
| 2014 | ISWC | Design and evaluation of smart wearable undergarment for monitoring physiological extremes in firefighting. | Flora D. Salim, Aaron Belbasis, Daniel Prohasky, Shadi Houshyar, Franz Konstantin Fuss |
| 2014 | MDM | EnviS Tag, Scan, View: A Location-Based App for Visualizing Spatio-temporal Data from Sensor Cloud. | Flora D. Salim, Mars Dela Pena, Yury Petrov, Nishant Sony, Bo Wu, Abdelsalam Ahmed Saad |
| 2014 | PERCOM | Visualization of wireless sensor networks using ZigBee's Received Signal Strength Indicator (RSSI) for indoor localization and tracking. | Flora D. Salim, Mani Williams, Nishant Sony, Mars Dela Pena, Yury Petrov, Abdelsalam Ahmed Saad, Bo Wu |