Xiaoxuan Liang

5 papers · 2023–2025 · 3 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

AAAI (2) ICML (2) NeurIPS (1)

Top co-authors

Berend Zwartsenberg (4) Frank Wood (4) Saeid Naderiparizi (3) Setareh Dabiri (2) Yunpeng Liu (2) Dylan Green (2) Vasileios Lioutas (2) Adam Scibior (2) Matthew Niedoba (2) Zhenghan Chen (1)

Research topics

Deep Learning (4) Computer Vision (3) Domain-Specific (3) Models (3) Artificial Intelligence (2) Machine Learning (2) Core AI (2) Techniques (2) Analysis (1) Core Methods (1) Generation (1) Learning Types (1) Optimization & Theory (1)

Keywords

autonomous vehicle (2) path planning (1) feature extraction (1) knowledge distillation (1) batch normalization (1) lane detection (1) autonomous driving (1) trajectory prediction (1) trajectory forecasting (1) variance reduction (1) collision avoidance (1) score function (1) diffusion model (1) convolutional neural network (1) score-based diffusion model (1) diffusion bridge (1) consistency model (1) trajectory generation (1) multi-agent system (1) global feature (1)

Papers

Constrained Generative Modeling with Manually Bridged Diffusion Models AAAI 2025 RETRACTED: GEONet: Global Enhancement and Optimization Network for Lane Detection AAAI 2025 Don’t be so Negative! Score-based Generative Modeling with Oracle-assisted Guidance ICML 2024 Nearest Neighbour Score Estimators for Diffusion Generative Models ICML 2024 A Diffusion-Model of Joint Interactive Navigation NeurIPS 2023