Yifan Niu

7 papers · 2022–2026 · 5 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 · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19)

Venues

AAAI (2) CVPR (2) ACL (1) ICLR (1) ICML (1)

Top co-authors

Tingyang Xu (4) Jia Li (4) Yatao Bian (2) Yang-Tian Sun (2) Zehuan Huang (2) Ziqi Gao (2) Yu Rong (2) Junzhou Huang (1) Tian Bian (1) Bingzhe Wu (1)

Research topics

Deep Learning (5) Machine Learning (5) Artificial Intelligence (3) Computer Vision (3) Application Areas (3) Core AI (3) Natural Language Processing (2) Analysis (2) Architectures (2) Generation (2) Models (2) Optimization & Theory (2) Resources & Methods (2) Core Methods (1) Learning Types (1)

Keywords

graph neural network (2) information bottleneck (1) disparity estimation (1) knowledge distillation (1) knowledge editing (1) autoregressive generation (1) face recognition (1) privacy preservation (1) relational reasoning (1) binocular vision (1) multi-objective optimization (1) diffusion model (1) missing data imputation (1) language model (1) world model (1) drug discovery (1) molecular generation (1) rotary position encoding (1) 3d scene generation (1) circuit discovery (1)

Papers

Repurposing 3D Generative Model for Autoregressive Layout Generation CVPR 2026 Stereo World Model: Camera-Guided Stereo Video Generation CVPR 2026 IBCircuit: Towards Holistic Circuit Discovery with Information Bottleneck ICML 2025 InversionGNN: A Dual Path Network for Multi-Property Molecular Optimization ICLR 2025 RelEdit: Evaluating Conceptual Knowledge Editing in Language Models via Relational Reasoning ACL 2025 Handling Missing Data via Max-Entropy Regularized Graph Autoencoder AAAI 2023 Federated Learning for Face Recognition with Gradient Correction AAAI 2022