Yiqun Sun

7 papers · 2025–2026 · 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 (16) ⭐ Rising Star (7) ⚡ Prolific Year · Productive

Venues

ACL (2) MICCAI (2) AAAI (1) EMNLP (1) ICLR (1)

Top co-authors

Qiang Huang (4) Anthony Kum Hoe Tung (4) Jun Yu (3) Yixuan Tang (2) Dinggang Shen (2) Minfeng Zhu (1) Yandong Sun (1) Ling Chen (1) Yulin Wang (1) Di Yan (1)

Research topics

Machine Learning (5) Core Methods (5) Artificial Intelligence (4) Core AI (4) Natural Language Processing (3) Applications (3) Application Areas (2) Deep Learning (1) Learning Types (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

semantic text embedding (2) text embedding (2) representation learning (2) information retrieval (1) multimodal learning (1) question generation (1) dense retrieval (1) real-time processing (1) vision-language model (1) concept bottleneck (1) concept bottleneck model (1) interpretable representation (1) information diversity (1) political bia (1) bias classification (1) ideological analysis (1) interpretable embedding (1) news retrieval (1) large language model (1) binary question answering (1)

Papers

Partially Shared Concept Bottleneck Models AAAI 2026 A General Framework for Producing Interpretable Semantic Text Embeddings ICLR 2025 Don’t Reinvent the Wheel: Efficient Instruction-Following Text Embedding based on Guided Space Transformation ACL 2025 MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven Prompts MICCAI 2025 Predicting Alzheimer’s Disease Progression Using a Regression-based Survival Model with Longitudinal Data MICCAI 2025 PRISM: A Framework for Producing Interpretable Political Bias Embeddings with Political-Aware Cross-Encoder ACL 2025 Uncovering the Bigger Picture: Comprehensive Event Understanding Via Diverse News Retrieval EMNLP 2025