[ { "title":"AI-Driven Solutions in Individualised Medicine- From Multimodal Omics Data to Disease Diagnosis and Biomarker Discovery", "start": "2025-07-18", "allDay":true, "url":"/hamid/" } , { "title":"Teach AI What It Doesn't Know", "start": "2025-06-26", "allDay":true, "url":"/xuefeng_du/" } , { "title":"Reasoning with Language Models", "start": "2025-05-29", "allDay":true, "url":"/llm-nick/" } , { "title":"Towards Efficient Novel View Synthesis", "start": "2025-05-23", "allDay":true, "url":"/cv-qianyiwu/" } , { "title":"Towards Large Generative Recommendation Models: A Tokenization Perspective", "start": "2025-05-22", "allDay":true, "url":"/ds-yupenghou/" } , { "title":"Would prompt work for graph learning? An exploration of few-shot learning on graphs", "start": "2025-04-17", "allDay":true, "url":"/gnn-fangyuan/" } , { "title":"Towards Knowledgeable Foundation Models", "start": "2025-04-10", "allDay":true, "url":"/knowllm-heng/" } , { "title":"AppAgent X—Making GUI Agents Smarter with Use", "start": "2025-04-02", "allDay":true, "url":"/cv-chizhang/" } , { "title":"Using Large Language Models for Cross-Language Information Access", "start": "2025-03-28", "allDay":true, "url":"/nlp-Douglasu/" } , { "title":"Leveraging semantics for recommendation at scale", "start": "2025-03-26", "allDay":true, "url":"/nlp-Julien/" } , { "title":"Towards Multimodal Intelligence: Bridging Vision, Language, and Large-Scale Models", "start": "2025-03-07", "allDay":true, "url":"/nlp-jiuxianggu/" } , { "title":"From Next Token Prediction to Compliant AI Assistants: A Systematic Path toward Trustworthy Large Language Models", "start": "2025-02-28", "allDay":true, "url":"/nlp-yiweiwang/" } , { "title":"No.25-01 Show-o: One Single Transformer to Unify Multimodal Understanding and Generation", "start": "2025-02-27", "allDay":true, "url":"/showo-mikeshou/" } , { "title":"No.24-20 Controllable Visual Synthesis via Structural Representation", "start": "2024-12-13", "allDay":true, "url":"/synt-yunzhi/" } , { "title":"No.24-19 When LLMs Meet Recommendations: Scalable Hybrid Approaches to Enhance User Experiences", "start": "2024-12-09", "allDay":true, "url":"/llmrec-jianling/" } , { "title":"No.24-18 Developing Effective Long-Context Language Models", "start": "2024-12-04", "allDay":true, "url":"/ds-lclm-tianyu/" } , { "title":"No.24-17 Mitigating Distribution Shifts in Using Pre-trained Vision-Language Models", "start": "2024-12-02", "allDay":true, "url":"/ds-vlm-feng/" } , { "title":"No.24-16 Towards Graph Machine Learning in the Wild", "start": "2024-11-27", "allDay":true, "url":"/gnn-wild-qitian/" } , { "title":"No.24-15 Evaluation and Reasoning in Real-world Scenarios", "start": "2024-11-20", "allDay":true, "url":"/eval-wenting/" } , { "title":"No.24-14 Long-Range Meets Scalability: Unveiling a Linear-Time Graph Neural Network for Recommendation at Scale", "start": "2024-11-13", "allDay":true, "url":"/longrangerecsys-jiahao/" } , { "title":"No.24-13 Contextual Document Embeddings", "start": "2024-11-06", "allDay":true, "url":"/context-jack/" } , { "title":"No.24-12 Graph Neural Networks in Epidemic Modeling: An In-Depth Review and Toolkit", "start": "2024-10-30", "allDay":true, "url":"/epi-wei/" } , { "title":"No.24-10 Recreating the Physical Natural World from Images", "start": "2024-10-09", "allDay":true, "url":"/3d-elliott/" } , { "title":"No.24-09 Human-Computer Conversational Vision-and-Language Navigation", "start": "2024-10-08", "allDay":true, "url":"/vlnllm-qi/" } , { "title":"No.24-11 Graph Foundation Model in the Era of LLMs", "start": "2024-10-16", "allDay":true, "url":"/llm4graph-chao/" } , { "title":"No.24-08 Towards Graph Foundation Model", "start": "2024-09-11", "allDay":true, "url":"/gfm-haitao/" } , { "title":"No.24-07 Embracing Changes in Deep Learning: Continual Learning with Augmented and Modularized Memory", "start": "2024-06-11", "allDay":true, "url":"/CL-dong/" } , { "title":"No.24-05 Efficient and Elastic Large Models", "start": "2024-05-17", "allDay":true, "url":"/LMs-jain/" } , { "title":"No.24-06 Generative Sequential Recommendation", "start": "2024-05-22", "allDay":true, "url":"/genrecsys-sasha/" } , { "title":"No.24-04 Deep Copula-Based Survival Analysis for Dependent Censoring", "start": "2024-04-24", "allDay":true, "url":"/survival-weijia/" } , { "title":"No.24-03 Towards Open-World Object Segmentation and Detection", "start": "2024-04-10", "allDay":true, "url":"/openworld-jianfei/" } , { "title":"No.24-02 Building AI/ML & Gen AI responsibly on AWS", "start": "2024-03-13", "allDay":true, "url":"/amazon-garcia/" } , { "title":"No.24-01 Filter Bubble in Recommender System: Diversity and Beyond", "start": "2024-03-07", "allDay":true, "url":"/chen-gao/" } , { "title":"Welcome to UQ Data Science Seminar Series!", "start": "2023-01-01", "allDay":true, "url":"/welcome-to-uqds/" } , { "title":"No.23-22 Process Mining: Opportunities and Challenges", "start": "2023-09-13", "allDay":true, "url":"/process-mining/" } , { "title":"No.23-20 Immersive Data Visualisation and Interactive AI", "start": "2023-09-13", "allDay":true, "url":"/immersive-data-visualisation/" } , { "title":"No.23-19 Graph Neural Networks for Large Dynamic Graphs", "start": "2023-09-13", "allDay":true, "url":"/dynamic-graph/" } , { "title":"No.23-16 Generalized Out-of-distribution Detection: Theory and Algorithm", "start": "2023-08-23", "allDay":true, "url":"/generalized-ood/" } , { "title":"No.23-15 How to Detect Out-of-Distribution Data in the Wild? Challenges, Research Progress and Path Forward", "start": "2023-08-16", "allDay":true, "url":"/how-to-detect-ood/" } , { "title":"No.23-13 Task-aware Retrieval with Instructions ", "start": "2023-08-02", "allDay":true, "url":"/task-aware-retrieval/" } , { "title":"No.23-12 An Introduction to Sequential/Session-based Recommendation ", "start": "2023-05-17", "allDay":true, "url":"/session-recommendation/" } , { "title":"No.23-11 Building Experiment Tracking at Scale with Weights & Biases", "start": "2023-05-10", "allDay":true, "url":"/weights-biases/" } , { "title":"No.23-10 SEINE: SEgment-based Indexing for NEural Information Retrieval", "start": "2023-05-03", "allDay":true, "url":"/SEINE-retrieval/" } , { "title":"No.23-09 Mobility Digital Twin for Connected and Automated Vehicles", "start": "2023-04-26", "allDay":true, "url":"/mobility-digital-twin/" } , { "title":"No.23-05 A magic ingredient, a secret spice, a special blend, for it can all be nice!' The Human Quotient for Better AI Systems", "start": "2023-03-22", "allDay":true, "url":"/human-quotient-ai-systems/" } , { "title":"No.23-04 Multi-Domain Few-Shot Image Classification ", "start": "2023-03-15", "allDay":true, "url":"/multidomain-fewshot/" } , { "title":"No.23-0301 Efficient Distributed Complex Event Processing", "start": "2023-03-09", "allDay":true, "url":"/efficient-event-processing/" } , { "title":"No.23-03 Score based Diffusion Models and Their Applications ", "start": "2023-03-01", "allDay":true, "url":"/score-based-diffusiony/" } , { "title":"No.23-02 Seven Algorithms for the Same Task (Testing Uniformity)", "start": "2023-03-08", "allDay":true, "url":"/testing-uniformity/" } , { "title":"No.23-01 Escaping the Echo Chamber: The Quest for Normative News Recommender Systems", "start": "2023-02-22", "allDay":true, "url":"/escaping-echo/" } , { "title":"A Non-Factoid Question-Answering Taxonomy", "start": "2022-11-09", "allDay":true, "url":"/QA-taxonomy/" } , { "title":"LibAUC: A deep learning library for X-risk Optimization", "start": "2022-10-26", "allDay":true, "url":"/libAUC/" } , { "title":"Advancing Machine Perception for Artificial Intelligence Systems", "start": "2022-10-05", "allDay":true, "url":"/advanced-machine-perception/" } ]