Ziyao Shangguan

5 papers · 2024–2026 · 4 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 · Silver 🗺️ Taxonomy Completionist (12)

Venues

EMNLP (2) ACL (1) CVPR (1) ICLR (1)

Top co-authors

Arman Cohan (5) Yilun Zhao (3) Chuhan Li (3) Yixin Liu (2) Sophie Chheang (2) Kyle Tegtmeyer (2) Chen Zhao (1) Weiyuan Chen (1) Yuxuan Ding (1) Dongsuk Jang (1)

Research topics

Artificial Intelligence (4) Core AI · Artificial Intelligence (4) Computer Vision (3) Natural Language Processing (3) Applications (2) Processing (2) Deep Learning (1) Healthcare & Medicine (1) Clinical (1) Core AI · Computer Vision (1) Generation (1) Learning Paradigms (1) Models (1)

Keywords

multimodal learning (2) video understanding (2) benchmark evaluation (2) knowledge base (1) document analysis (1) domain knowledge (1) foundation model (1) evaluation benchmark (1) retrieval-augmented generation (1) constrained decoding (1) scientific literature (1) multimodal foundation model (1) hybrid retrieval (1) scientific question answering (1) extreme multi-label classification (1) clinical case report (1) large language model (1) medical education (1) medical code prediction (1) expert reasoning (1)

Papers

CPTCoder: A Reliable LLM System for Medical Procedure Code Prediction ACL 2026 MedTutor: A Retrieval-Augmented LLM System for Case-Based Medical Education EMNLP 2025 MMVU: Measuring Expert-Level Multi-Discipline Video Understanding CVPR 2025 TOMATO: Assessing Visual Temporal Reasoning Capabilities in Multimodal Foundation Models ICLR 2025 M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models EMNLP 2024