Cao Xiao

23 papers at tracked venues · 14 at CORE A* · active 2024–2025

DBLP profile ↗ORCID search ↗

Venues

NAACL ×4 EMNLP ×3 NeurIPS ×3 SIGKDD ×3 AAAI ×2 ACL ×2 ICLR ×2 IJCAI ×2 CVPR ×1 ICML ×1

Frequent coauthors

Parminder Bhatia

×13

Jimeng Sun

×11

Taha A. Kass-Hout

×9

Fenglong Ma

×6

Pengcheng Jiang

×5

Jiawei Han

×4

Jiaqi Wang

×4

Runxue Bao

×3

Aofei Chang

×3

Zifeng Wang

×3

Junyu Luo

×3

Xiaochen Wang

×3

Papers

A Survey on Unifying Large Language Models and Knowledge Graphs for Biomedicine and Healthcare
SIGKDD 2025 ·
Ran Xu
,
Patrick Jiang
,
Linhao Luo
, Cao Xiao,
Adam Cross
,
Shirui Pan
,
Jimeng Sun
,
Carl Yang
Any Large Language Model Can Be a Reliable Judge: Debiasing with a Reasoning-based Bias Detector
NeurIPS 2025 ·
Haoyan Yang
,
Runxue Bao
, Cao (Danica) Xiao,
Jun Ma
,
Parminder Bhatia
,
Shangqian Gao
,
Taha A. Kass-Hout
Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations
AAAI 2025 ·
Pengcheng Jiang
, Cao Xiao,
Tianfan Fu
,
Parminder Bhatia
,
Taha A. Kass-Hout
,
Jimeng Sun
,
Jiawei Han
Deep Continuous-Time State-Space Models for Marked Event Sequences
NeurIPS 2025 ·
Yuxin Chang
,
Alex Boyd
, Cao (Danica) Xiao,
Taha A. Kass-Hout
,
Parminder Bhatia
,
Padhraic Smyth
,
Andrew Warrington
Dynamic Uncertainty Ranking: Enhancing Retrieval-Augmented In-Context Learning for Long-Tail Knowledge in LLMs
NAACL 2025 ·
Shuyang Yu
,
Runxue Bao
,
Parminder Bhatia
,
Taha A. Kass-Hout
,
Jiayu Zhou
, Cao Xiao
Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation
CVPR 2025 ·
Aishik Konwer
,
Zhijian Yang
,
Erhan Bas
, Cao Xiao,
Prateek Prasanna
,
Parminder Bhatia
,
Taha A. Kass-Hout
Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement
NAACL 2025 ·
Xiyao Wang
,
Jiuhai Chen
,
Zhaoyang Wang
,
Yuhang Zhou
,
Yiyang Zhou
,
Huaxiu Yao
,
Tianyi Zhou
,
Tom Goldstein
,
Parminder Bhatia
,
Taha A. Kass-Hout
,
Furong Huang
, Cao Xiao
FlanS: A Foundation Model for Free-Form Language-based Segmentation in Medical Images
SIGKDD 2025 ·
Longchao Da
,
Rui Wang
,
Xiaojian Xu
,
Parminder Bhatia
,
Taha A. Kass-Hout
,
Hua Wei
, Cao Xiao
Focus on What Matters: Enhancing Medical Vision-Language Models with Automatic Attention Alignment Tuning
ACL 2025 ·
Aofei Chang
,
Le Huang
,
Alex James Boyd
,
Parminder Bhatia
,
Taha A. Kass-Hout
, Cao Xiao,
Fenglong Ma
Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval
ICLR 2025 ·
Pengcheng Jiang
, Cao Xiao,
Minhao Jiang
,
Parminder Bhatia
,
Taha A. Kass-Hout
,
Jimeng Sun
,
Jiawei Han
BIPEFT: Budget-Guided Iterative Search for Parameter Efficient Fine-Tuning of Large Pretrained Language Models
EMNLP 2024 ·
Aofei Chang
,
Jiaqi Wang
,
Han Liu
,
Parminder Bhatia
, Cao Xiao,
Ting Wang
,
Fenglong Ma
Certifiably Byzantine-Robust Federated Conformal Prediction
ICML 2024 ·
Mintong Kang
,
Zhen Lin
,
Jimeng Sun
, Cao Xiao,
Bo Li
ConSequence: Synthesizing Logically Constrained Sequences for Electronic Health Record Generation
AAAI 2024 ·
Brandon Theodorou
,
Shrusti Jain
, Cao Xiao,
Jimeng Sun
GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs
ICLR 2024 ·
Pengcheng Jiang
, Cao Xiao,
Adam Cross
,
Jimeng Sun
KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge
NeurIPS 2024 ·
Pengcheng Jiang
,
Lang Cao
, Cao (Danica) Xiao,
Parminder Bhatia
,
Jimeng Sun
,
Jiawei Han
MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement
IJCAI 2024 ·
Zifeng Wang
,
Chufan Gao
, Cao Xiao,
Jimeng Sun
PILOT: Legal Case Outcome Prediction with Case Law
NAACL 2024 ·
Lang Cao
,
Zifeng Wang
, Cao Xiao,
Jimeng Sun
Recent Advances in Predictive Modeling with Electronic Health Records
IJCAI 2024 ·
Jiaqi Wang
,
Junyu Luo
,
Muchao Ye
,
Xiaochen Wang
,
Yuan Zhong
,
Aofei Chang
,
Guanjie Huang
,
Ziyi Yin
, Cao Xiao,
Jimeng Sun
,
Fenglong Ma
Synthesizing Multimodal Electronic Health Records via Predictive Diffusion Models
SIGKDD 2024 ·
Yuan Zhong
,
Xiaochen Wang
,
Jiaqi Wang
,
Xiaokun Zhang
,
Yaqing Wang
,
Mengdi Huai
, Cao Xiao,
Fenglong Ma
TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale
NAACL 2024 ·
Pengcheng Jiang
, Cao Xiao,
Zifeng Wang
,
Parminder Bhatia
,
Jimeng Sun
,
Jiawei Han
Unity in Diversity: Collaborative Pre-training Across Multimodal Medical Sources
ACL 2024 ·
Xiaochen Wang
,
Junyu Luo
,
Jiaqi Wang
,
Yuan Zhong
,
Xiaokun Zhang
,
Yaqing Wang
,
Parminder Bhatia
, Cao Xiao,
Fenglong Ma
Unlocking Memorization in Large Language Models with Dynamic Soft Prompting
EMNLP 2024 ·
Zhepeng Wang
,
Runxue Bao
,
Yawen Wu
,
Jackson Taylor
, Cao Xiao,
Feng Zheng
,
Weiwen Jiang
,
Shangqian Gao
,
Yanfu Zhang
Zero-Resource Hallucination Prevention for Large Language Models
EMNLP 2024 ·
Junyu Luo
, Cao Xiao,
Fenglong Ma