Mufan Qiu

4 papers · 2025–2026 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (16)

Venues

ACL (1) CVPR (1) EMNLP (1) NAACL (1)

Top co-authors

Tianlong Chen (4) Jie Peng (3) Pingzhi Li (2) Fengwei Zhan (1) Zheyu Shen (1) Mohan Zhang (1) Yanyong Zhang (1) Gengwei Zhang (1) Zhen Tan (1) Hossein Nourkhiz Mahjoub (1)

Research topics

Artificial Intelligence (3) Deep Learning (3) Core AI (3) Machine Learning (2) Architectures (2) Learning Types (2) Models (2) Healthcare & Medicine (1) Interdisciplinary (1) Application Areas (1) Core Methods (1) Optimization & Theory (1) Research (1) Science (1) Techniques (1)

Keywords

reinforcement learning (1) model architecture (1) visual reasoning (1) safety alignment (1) foundation model (1) multimodal large language model (1) multimodal reasoning (1) expert routing (1) expert specialization (1) load balancing (1) gene regulatory network (1) multi-omics data (1) single-cell rna sequencing (1) drug response prediction (1) graph neural network (1) multi-head cross-attention (1) hallucination-as-cue framework (1)

Papers

Understanding the Role of Hallucination in Reinforcement Post-Training of Multimodal Reasoning Models CVPR 2026 Advancing MoE Efficiency: A Collaboration-Constrained Routing (C2R) Strategy for Better Expert Parallelism Design NAACL 2025 Bag of Tricks for Sparse Mixture-of-Experts: A Benchmark Across Reasoning, Efficiency, and Safety EMNLP 2025 GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models ACL 2025