Sijia Li

5 papers · 2022–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

AAAI (3) AISTATS (1) NAACL (1)

Top co-authors

Feifei He (1) Chen Chen (1) Haonan Lu (1) Rui Li (1) Sourav Bhattacharya (1) Shizhe Hu (1) Yulai Cong (1) Martı́n López-Garcı́a (1) Da Li (1) Young D. Kwon (1)

Research topics

Machine Learning (5) Core Methods (3) Artificial Intelligence (2) Deep Learning (2) Mathematics & Optimization (2) Application Areas (2) Bayesian & Probabilistic (2) Core AI (2) Models (2) Optimization & Theory (2) Mathematics (1) Optimization (1)

Keywords

knowledge distillation (2) model compression (2) model quantization (1) representation learning (1) expectation maximization (1) text-to-image generation (1) network inference (1) graphical lasso (1) sparse precision matrix (1) graphical model (1) diffusion model (1) mixture model (1) high-dimensional data (1) cross-modal alignment (1) image-text retrieval (1) weight pruning (1) discrete data (1) local optima (1) count data (1) multiway network (1)

Papers

HierarchicalPrune: Position-Aware Compression for Large-Scale Diffusion Models AAAI 2026 Interest-driven Deep Multi-modal Clustering AAAI 2026 Big Learning Expectation Maximization AAAI 2024 MCAD: Multi-teacher Cross-modal Alignment Distillation for efficient image-text retrieval NAACL 2024 Two-way Sparse Network Inference for Count Data AISTATS 2022