Xiaofan Zhang
30 papers · 2015–2026 · 8 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (10) π Conference Polyglot (7) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (10)
π
Cross-Pollinator
(10)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(56)
π
Keyword Champion
(2)
π§¬
Topic Evolution
π€
Dynamic Duo
(17)
π
Century Club
(27)
ποΈ
Keyword Collector
(128)
π
Conference Pioneer
β‘
Prolific Year
(8)
Conferences
ACL (6)
CVPR (6)
MICCAI (6)
COLING (5)
AAAI (2)
NAACL (2)
NIPS (2)
ICLR (1)
Top co-authors
Keywords
large language model
(7)
medical imaging
(3)
retrieval-augmented generation
(3)
dialogue generation
(2)
semantic segmentation
(2)
convolutional neural network
(2)
medical calculator
(2)
medical consultation
(2)
abstractive summarization
(2)
benchmark evaluation
(1)
density estimation
(1)
scene understanding
(1)
image retrieval
(1)
visual question answering
(1)
image segmentation
(1)
contrastive learning
(1)
natural language processing
(1)
few-shot learning
(1)
temporal reasoning
(1)
knowledge distillation
(1)
Papers
GuideGen: A Text-Guided Framework for Paired Full-torso Anatomy and CT Volume Generation
AAAI 2026
Concepts from Representations: Post-hoc Concept Bottleneck Models via Sparse Decomposition of Visual Representations
AAAI 2026
MedMCP-Calc: Benchmarking LLMs for Realistic Medical Calculator Scenarios via MCP Integration
ACL 2026
Meta-Tool: Unleash Open-World Function Calling Capabilities of General-Purpose Large Language Models
ACL 2025
MMXU: A Multi-Modal and Multi-X-ray Understanding Dataset for Disease Progression
ACL 2025
Interactive Segmentation and Report Generation for CT Images
MICCAI 2025
SyntheT2C: Generating Synthetic Data for Fine-Tuning Large Language Models on the Text2Cypher Task
COLING 2025
Interactive Evaluation for Medical LLMs via Task-oriented Dialogue System
COLING 2025
Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented Generation
COLING 2025
An LLM-based Framework for Biomedical Terminology Normalization in Social Media via Multi-Agent Collaboration
COLING 2025
MedOdyssey: A Medical Domain Benchmark for Long Context Evaluation Up to 200K Tokens
NAACL 2025
Surgical Action Planning with Large Language Models
MICCAI 2025
MeNTi: Bridging Medical Calculator and LLM Agent with Nested Tool Calling
NAACL 2025
LesionDiffusion: Towards Text-controlled General Lesion Synthesis
MICCAI 2025
Unleashing the Potential of Vision-Language Pre-Training for 3D Zero-Shot Lesion Segmentation via Mask-Attribute Alignment
ICLR 2025
CAT: Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor Segmentation
NIPS 2024
ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization
NIPS 2024
Medical Dialogue System: A Survey of Categories, Methods, Evaluation and Challenges
ACL 2024
GECSum: Generative Evaluation-Driven Sequence Level Contrastive Learning for Abstractive Summarization
COLING 2024
ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting
CVPR 2024
Incorporating Clinical Guidelines through Adapting Multi-modal Large Language Model for Prostate Cancer PI-RADS Scoring
MICCAI 2024
IOSSAM: Label Efficient Multi-View Prompt-Driven Tooth Segmentation
MICCAI 2024
PathoTune: Adapting Visual Foundation Model to Pathological Specialists
MICCAI 2024
Alleviating Exposure Bias via Multi-level Contrastive Learning and Deviation Simulation in Abstractive Summarization
ACL 2023
KiUT: Knowledge-Injected U-Transformer for Radiology Report Generation
CVPR 2023
MidMed: Towards Mixed-Type Dialogues for Medical Consultation
ACL 2023
Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering
CVPR 2019
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes
CVPR 2018
Embedding Label Structures for Fine-Grained Feature Representation
CVPR 2016
Fine-Grained Histopathological Image Analysis via Robust Segmentation and Large-Scale Retrieval
CVPR 2015