Junchi Chen

3 papers · 2024–2026 · 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 (10)

Venues

AAAI (1) ACL (1) CVPR (1)

Top co-authors

Junfan Chen (2) Richong Zhang (2) Chunming Hu (1) Nenghai Yu (1) Haojie Yuan (1) Yuxiao Xiang (1) Changtao Miao (1) Qi Chu (1) Zhenchao Jin (1) Tao Gong (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Core AI (2) Core Methods (2) Learning Types · Machine Learning (2) Deep Learning (1) Natural Language Processing (1) Applications (1) Learning Types · Deep Learning (1)

Keywords

semi-supervised learning (2) domain adaptation (1) text classification (1) kl divergence (1) outlier detection (1) semi-supervised classification (1) multimodal classification (1) feature fusion (1) reasoning trace (1) measurement disagreement (1) feature-level fusion (1) label-level aggregation (1) modal fusion (1) multimodal large reasoning model (1) modal complementarity (1) multimodal safety guard (1) adversarial learning (1) safety supervision (1)

Papers

GuardTrace-VL: Detecting Unsafe Multimodel Reasoning via Iterative Safety Supervision CVPR 2026 Semi-Supervised Multimodal Classification Through Learning from Modal and Strategic Complementarities AAAI 2025 Open-Set Semi-Supervised Text Classification via Adversarial Disagreement Maximization ACL 2024