Yongxin Xu

16 papers at tracked venues · 12 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×7 AAAI ×3 EMNLP ×2 AAMAS ×1 IJCAI ×1 NeurIPS ×1 SIGKDD ×1

Frequent coauthors

Yasha Wang

×13

Xu Chu

×12

Junfeng Zhao

×11

Xinke Jiang

×10

Hongxin Ding

×7

Rihong Qiu

×5

Yue Fang

×5

Yujie Feng

×5

Ruizhe Zhang

×5

Runchuan Zhu

×3

Xiao-Ming Wu

×3

Yuzhen Xiao

×3

Papers

DFAMS: Dynamic-flow guided Federated Alignment based Multi-prototype Search
ACL 2026 ·
Zhibang Yang
,
Xinke Jiang
,
Rihong Qiu
,
Ruiqing Li
,
Yihang Zhang
,
Yue Fang
, Yongxin Xu,
Hongxin Ding
,
Xu Chu
,
Junfeng Zhao
,
Yasha Wang
Toward Better EHR Reasoning in LLMs: Reinforcement Learning with Expert Attention Guidance
AAAI 2026 ·
Yue Fang
,
Yuxin Guo
,
Jiaran Gao
,
Hongxin Ding
,
Xinke Jiang
,
Weibin Liao
, Yongxin Xu,
Yinghao Zhu
,
Zhibang Yang
,
Liantao Ma
,
Junfeng Zhao
,
Yasha Wang
3DS: Medical Domain Adaptation of LLMs via Decomposed Difficulty-based Data Selection
EMNLP 2025 ·
Hongxin Ding
,
Yue Fang
,
Runchuan Zhu
,
Xinke Jiang
,
Jinyang Zhang
, Yongxin Xu,
Weibin Liao
,
Xu Chu
,
Junfeng Zhao
,
Yasha Wang
DearLLM: Enhancing Personalized Healthcare via Large Language Models-Deduced Feature Correlations
AAAI 2025 · Yongxin Xu,
Xinke Jiang
,
Xu Chu
,
Rihong Qiu
,
Yujie Feng
,
Hongxin Ding
,
Junfeng Zhao
,
Yasha Wang
,
Bing Xie
GeoEdit: Geometric Knowledge Editing for Large Language Models
EMNLP 2025 ·
Yujie Feng
,
Li-Ming Zhan
,
Zexin Lu
, Yongxin Xu,
Xu Chu
,
Yasha Wang
,
Jiannong Cao
,
Philip S. Yu
,
Xiao-Ming Wu
HyKGE: A Hypothesis Knowledge Graph Enhanced RAG Framework for Accurate and Reliable Medical LLMs Responses
ACL 2025 ·
Xinke Jiang
,
Ruizhe Zhang
, Yongxin Xu,
Rihong Qiu
,
Yue Fang
,
Zhiyuan Wang
,
Jinyi Tang
,
Hongxin Ding
,
Xu Chu
,
Junfeng Zhao
,
Yasha Wang
KnowPO: Knowledge-Aware Preference Optimization for Controllable Knowledge Selection in Retrieval-Augmented Language Models
AAAI 2025 ·
Ruizhe Zhang
, Yongxin Xu,
Yuzhen Xiao
,
Runchuan Zhu
,
Xinke Jiang
,
Xu Chu
,
Junfeng Zhao
,
Yasha Wang
No Regret Reinforcement Learning Algorithms for Online Scheduling with Multi-Stage Tasks
IJCAI 2025 · Yongxin Xu,
Hengquan Guo
,
Ziyu Shao
,
Xin Liu
Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning
ACL 2025 · Yongxin Xu,
Ruizhe Zhang
,
Xinke Jiang
,
Yujie Feng
,
Yuzhen Xiao
,
Xinyu Ma
,
Runchuan Zhu
,
Xu Chu
,
Junfeng Zhao
,
Yasha Wang
Recurrent Knowledge Identification and Fusion for Language Model Continual Learning
ACL 2025 ·
Yujie Feng
,
Xujia Wang
,
Zexin Lu
,
Shenghong Fu
,
Guangyuan Shi
, Yongxin Xu,
Yasha Wang
,
Philip S. Yu
,
Xu Chu
,
Xiao-Ming Wu
TC-RAG: Turing-Complete RAG's Case study on Medical LLM Systems
ACL 2025 ·
Xinke Jiang
,
Yue Fang
,
Rihong Qiu
,
Haoyu Zhang
, Yongxin Xu,
Hao Chen
,
Wentao Zhang
,
Ruizhe Zhang
,
Yuchen Fang
,
Xinyu Ma
,
Xu Chu
,
Junfeng Zhao
,
Yasha Wang
ITAKE: Interactive Unstructured Text Annotation and Knowledge Extraction System with LLMs and ModelOps
ACL 2024 ·
Jiahe Song
,
Hongxin Ding
,
Zhiyuan Wang
, Yongxin Xu,
Yasha Wang
,
Junfeng Zhao
Learning to Schedule Online Tasks with Bandit Feedback
AAMAS 2024 · Yongxin Xu,
Shangshang Wang
,
Hengquan Guo
,
Xin Liu
,
Ziyu Shao
ProtoMix: Augmenting Health Status Representation Learning via Prototype-based Mixup
SIGKDD 2024 · Yongxin Xu,
Xinke Jiang
,
Xu Chu
,
Yuzhen Xiao
,
Chaohe Zhang
,
Hongxin Ding
,
Junfeng Zhao
,
Yasha Wang
,
Bing Xie
RAGraph: A General Retrieval-Augmented Graph Learning Framework
NeurIPS 2024 ·
Xinke Jiang
,
Rihong Qiu
, Yongxin Xu,
Wentao Zhang
,
Yichen Zhu
,
Ruizhe Zhang
,
Yuchen Fang
,
Chu Xu
,
Junfeng Zhao
,
Yasha Wang
TaSL: Continual Dialog State Tracking via Task Skill Localization and Consolidation
ACL 2024 ·
Yujie Feng
,
Xu Chu
, Yongxin Xu,
Guangyuan Shi
,
Bo Liu
,
Xiao-Ming Wu