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HKU IDS Scholar Seminar Series #29: On Tackling Nonconvex Optimization via Stochastic First-Order Methods: Non-Euclidean and Parameter-free Approaches

HKU IDS Scholar Seminar Series #28: LLM Math: Prospects and Challenges

HKU IDS Scholar Seminar Series #27: Robust Data-Driven Quasi-concave Optimization

HKU IDS Distinguished Speaker Series: Data Modality, Data Science, and Multistage Manufacturing

HKU IDS Guest Seminar Series: Learning to Stabilize Plasma: Provable Imitation Learning for Nuclear Fusion Control

HKU IDS Scholar Seminar Series #26: Predictability of Complex Systems

HKU IDS Guest Seminar Series: Pointwise Generalization in Deep Neural Networks

HKU IDS Scholar Seminar Series #25: 3D Indoor Scene Generation for Simulation and Beyond

HKU IDS Scholar Seminar Series #24: Unlocking Interpretable Control for Large Language Models and Beyond via Sparse Autoencoders

HKU IDS Scholar Seminar Series #23: A Tangram Theory of Generalization: Rethinking Machine Learning via the Lens of Composition

HKU IDS Seminar: Controllable Creation with Multi-modal Cues

HKU IDS Scholar Seminar Series #22: Disentangled Feature Importance

HKU IDS Scholar Seminar Series #21: AI Agents: The Next Financer, Artist, Engineer, and Scientist?

HKU IDS Seminar: Learning Causal Representations

HKU IDS Scholar Seminar Series #20: Towards Multimodal and Interactive Visual Generation as World Models

HKU IDS Scholar Seminar Series #19: Foundation Models as Embodied Agents: Towards AI That Talks to You and Acts on Your Behalf

HKU IDS Interdisciplinary Seminar Series: Exchangeability and Algorithmic Randomness: A New Proof of the Principal Principle

RPg Student Seminar #2 - July 4, 2025

RPg Student Seminar #1 - Jun 27, 2025

HKU IDS Scholar Seminar Series #18: Towards understanding the representation learning of diffusion models

HKU IDS Guest Seminar: Multi-Scale Sparse Conv Learning for Point Cloud Super-Resolving and CompressionHKU IDS Guest Seminar:

IDS Distinguished Speaker Series #8: Generative AI for Future Wireless Communications

HKU IDS Guest Seminar: Perception Encoder Meets PerceptionLM: General Visual Understanding from Hidden Features to Open Data

HKU IDS Seminar: Perception Encoder Meets PerceptionLM: General Visual Understanding from Hidden Features to Open DataHKU IDS Seminar:

HKU IDS Seminar: Pathology and Integrative Genomics for Precision Medicine Research

HKU IDS Scholar Seminar Series #17: From Minds to Machines: Computational Discovery of Functional Specialization in Human Visual Cortex

IDS Seminar: A generalization of the de Finetti—Hewitt—Savage Theorem on exchangeable processes

IDS Guest Seminar: Foundation Model for Scientific Discovery – With Applications in Chemistry, Material, and Biology

HKU IDS Scholar Seminar Series #16: From Words to Action: AI Agents Powered by LLMs

HKU IDS Guest Seminar: Integrative Analysis and Statistical Inference for High-Dimensional and Heterogeneous Outcomes

IDS Guest Seminar: Toward Reliable and Secure Systems via Granularity Shifting

HKU IDS Scholar Seminar Series #15: Efficiency versus Accuracy: the Optimal Level of Decentralization in Humanitarian Operations for Sudden-Onset Disasters

IDS Guest Seminar: Integrative Analysis and Statistical Inference for High-Dimensional and Heterogeneous Outcomes

HKU IDS Scholar Seminar Series #14: Learning Latent Structure In Sparse, Noisy Network Data With Information Theory

IDS Guest Seminar: Towards Agile, Intelligent and Safe Legged Robots

HKU IDS Scholar Seminar Series #13: The Path to AGI? A Detailed Introduction of Scaling Laws

IDS Seminar: Neuro-Symbolic Static Analysis for Reliable Software Systems

HKU IDS Scholar Seminar Series #12: Achilles' Heel in Manipulation: Key Recipe and Missing Pieces towards Intelligent Embodied AI

HKU IDS Distinguished Speaker Series #7: Security Of AI, By AI and For AI: Charting New Territories in AI-Centered Cybersecurity Research

HKU IDS Scholar Seminar Series #11: Personalizing Cancer Therapy by Modeling the Evolutionary Dynamics of the Tumor Immune

IDS Interdisciplinary Seminar: Analyzing time-dependent or sequential data by blending statistical and machine learning techniques

IDS Seminar: Brain-network-inspired computing for next generation efficient and sustainable AI

IDS Seminar: Discovering components, mechanism, and structure from data

HKU IDS Scholar Seminar Series #10: Why Larger Language Models Do In-context Learning Differently?

IDS Interdisciplinary Seminar - Unveiling Large Language Models for Visual Perception, Generation, Interaction, and Beyond

IDS Guest Seminar: Leveraging Generative Models to Understand the Visual Cortex

IDS Guest Seminar: A Bottom-Up Approach towards Generalizable Robot Learning

IDS Distinguished Speaker Series #6: Towards Robust and Risk-aware Contextual Optimization

IDS Guest Seminar: Bridging the Representation Gap between Humans and Computers for Video Production

IDS Seminar: Principles of Reasoning: Designing Compositional and Collaborative Generative AIs

IDS Distinguished Speaker Series #5: The Future of AI & Entrepreneurship - Direct from Silicon Valley

HKU IDS Scholar Seminar Series #9: InfoBodied AI: Learning Mutual Information for Embodied AI

IDS Guest Seminar: Towards Helpful, Honest, and Harmless Information Communication with Human-Model Alignment and Multi-Cultural Understanding

IDS Guest Seminar: Compositionality in 3D Content Generation

IDS Guest Seminar: Towards General and Intelligent Autonomous Agent and System

IDS Guest Seminar: AI-driven Software Security

IDS Seminar: Geometric Regularizations for 3D Shape Generation

IDS Guest Seminar: Deep-Learning-Enabled Probabilistic Models for Knowledge Discovery

IDS Seminar: Human-AI Interaction in the Age of Large Language Models

Seminar: Biology-inspired network medicine approach to drug discovery

IDS Distinguished Speaker Series #4: Learned Imaging Systems

IDS Distinguished Speaker Series #3: Charting the AI Convergence to Translation Journey

IDS Seminar: Demystifying Attention Mechanism in Transformer and its application to Better Inference of Large Language Models (LLMs)

IDS Guest Seminar: Reconstruct a World, Generate a New World

IDS Seminar: Emergence of Segmentation with Minimalistic White-Box Transformers

HKU IDS Scholar Seminar Series #8: Robust and Explainable Spatio-Temporal Graph Learning for Smart Cities

HKU IDS Scholar Seminar Series #7: Generalized Power Methods for Group Synchronization Problems

IDS Seminar: Robust Deep Learning under Distribution Shift

IDS Guest Seminar: The Algorithmic Explainability Bait and Switch

HKU IDS Scholar Seminar Series #6: Constrained optimization: application, algorithm and complexity

IDS Guest Seminar: Query Evaluation under Differential Privacy

IDS Guest Seminar: Visual Perception and Learning in an Open World

IDS Seminar: Modeling the 3D Physical World for Embodied Intelligence

HKU IDS Scholar Seminar Series #5: Denoising Diffusion-based Generative Modes for Visual Content Generation

IDS Interdisciplinary Seminar Series: The Philosophy of Artificial Intelligence: What it Is, Why it Matters, and How it Can Influence the Development of AI

IDS Guest Lecture: Guided Text-based Item Exploration

HKU IDS Scholar Seminar Series #4: Over-parameterization in Deep Learning: Kernel Regime and Beyond

HKU IDS Scholar Seminar Series #3: Model-free and Risk-aware Sequential Decision Making

IDS Distinguished Speaker Series #2: Towards AI-Powered Data-Informed Education

IDS Distinguished Speaker Series #1: On the Principles of Parsimony and Self-Consistency: Structured Compressive Closed-Loop Transcription

HKU-IDS Scholar Seminar Series #2: Huge Language Models: Why They Matter, How They Work, And When They Fail

HKU-IDS Scholar Seminar Series #1: Complex network inference: Efficient algorithms and insights for urban spatial segregation

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