Jiayuan Zhu
6 papers · 2025–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) ⭐ Rising Star (6) ⚡ Prolific Year · Productive
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Keywords
large language model
(2)
knowledge graph
(2)
uncertainty quantification
(1)
chain-of-thought reasoning
(1)
medical image segmentation
(1)
web search
(1)
bayesian active learning
(1)
human feedback
(1)
probabilistic model
(1)
vision-language model
(1)
reward shaping
(1)
retrieval-augmented generation
(1)
referring expression comprehension
(1)
interactive segmentation
(1)
graph retrieval
(1)
agent system
(1)
user preference
(1)
medical question answering
(1)
medical dialogue
(1)
grounded reasoning
(1)
Papers
From Failure to Feedback: Group Revision Unlocks Hard Cases in Object-Level Grounding
CVPR 2026
Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools
ACL 2025
Ask Patients with Patience: Enabling LLMs for Human-Centric Medical Dialogue with Grounded Reasoning
EMNLP 2025
Medical Graph RAG: Evidence-based Medical Large Language Model via Graph Retrieval-Augmented Generation
ACL 2025
MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning
MICCAI 2025
SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation
ICCV 2025