Sihao Ding

6 papers · 2021–2026 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

ICLR (2) WACV (2) IJCAI (1) NeurIPS (1)

Top co-authors

Shuangshuang Chen (2) Peng Wu (2) Haoxuan Li (2) Steffen Staab (2) Thomas Monninger (2) Yiannis Karayiannidis (2) Mårten Björkman (2) Fuli Feng (2) Xiangnan He (2) Chunyuan Zheng (1)

Research topics

Machine Learning (4) Deep Learning (3) Models (3) Computer Vision (2) Analysis (2) Domain-Specific (2) Optimization & Theory (2) Artificial Intelligence (1) Data Science & Analytics (1) Application Areas (1) Applications (1) Core AI (1) Generation (1) Learning Types (1)

Keywords

recommender system (2) variational inference (2) autonomous driving (2) hd map construction (2) bird's eye view (1) sensor fusion (1) maximum likelihood (1) time series (1) importance sampling (1) monte carlo sampling (1) multi-objective optimization (1) generative model (1) diffusion model (1) latent representation (1) normalizing flow (1) social influence (1) group fairness (1) selection bia (1) bird eye view (1) map construction (1)

Papers

AugMapNet: Improving Spatial Latent Structure via BEV Grid Augmentation for Enhanced Vectorized Online HD Map Construction WACV 2026 NavMapFusion: Diffusion-based Fusion of Navigation Maps for Online Vectorized HD Map Construction WACV 2026 Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference ICLR 2024 Fairly Recommending with Social Attributes: A Flexible and Controllable Optimization Approach NeurIPS 2023 Learning Continuous Normalizing Flows For Faster Convergence To Target Distribution via Ascent Regularizations ICLR 2023 Monte Carlo Filtering Objectives IJCAI 2021