Jingen Qu

2 papers · 2024–2025 · 2 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 (11)

Venues

EMNLP (1) NeurIPS (1)

Top co-authors

Yufei Chen (1) Lijun Li (1) Bo Zhang (1) Yichen Yan (1) Xiaodong Yue (1) Wei Fu (1) Qiguang Huang (1) Jing Shao (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Machine Learning (2) Core AI (2) Learning Types · Machine Learning (2) Computer Vision (1) Analysis (1) Application Areas (1) Learning Types · Deep Learning (1) Models (1) Optimization & Theory (1) Techniques (1)

Keywords

uncertainty quantification (1) data augmentation (1) multimodal learning (1) out-of-distribution detection (1) multimodal large language model (1) uncertainty estimation (1) safety evaluation (1) evidential deep learning (1) opinion projection (1) evidence theory (1) dataset construction (1) neural network (1) safety dataset (1)

Papers

Self-adaptive Dataset Construction for Real-World Multimodal Safety Scenarios EMNLP 2025 Hyper-opinion Evidential Deep Learning for Out-of-Distribution Detection NeurIPS 2024