Yasha Wang

28 papers at tracked venues · 25 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×9 AAAI ×3 EMNLP ×3 NeurIPS ×3 ICDE ×2 ICLR ×2 SIGKDD ×2 WWW ×2 CHI ×1 ICML ×1

Frequent coauthors

Chu Xu

×22

Junfeng Zhao

×16

Yongxin Xu

×13

Xinke Jiang

×12

Liantao Ma

×8

Hongxin Ding

×8

Yinghao Zhu

×7

Rihong Qiu

×6

Yue Fang

×6

Yujie Feng

×6

Weibin Liao

×6

Xinyu Ma

×5

Papers

Augmenting Clinical Decision-Making with an Interactive and Interpretable AI Copilot: A Real-World User Study with Clinicians in Nephrology and Obstetrics
CHI 2026 ·
Yinghao Zhu
,
Dehao Sui
,
Zixiang Wang
,
Xuning Hu
,
Lei Gu
,
Yifan Qi
,
Tianchen Wu
,
Ling Wang
,
Yuan Wei
,
Wen Tang
,
Zhihan Cui
, Yasha Wang,
Lequan Yu
,
Ewen M. Harrison
,
Junyi Gao
,
Liantao Ma
Beyond Imputation: A Semantic Unification Framework for Data and its Missingness in Multimodal Healthcare Analytics
ICDE 2026 ·
Chaohe Zhang
,
Liantao Ma
,
Shiwei Lyu
,
Xin Gao
,
Junfeng Zhao
, Yasha Wang,
Xu Chu
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
FOREVER: Forgetting Curve-Inspired Memory Replay for Language Model Continual Learning
ACL 2026 ·
Yujie Feng
,
Hao Wang
,
Jian Li
,
Xu Chu
,
Zhaolu Kang
,
Yiran Liu
, Yasha Wang,
Philip S. Yu
,
Xiao-Ming Wu
ProMed: Shapley Information Gain Guided Reinforcement Learning for Proactive Medical LLMs
ACL 2026 ·
Hongxin Ding
,
Baixiang Huang
,
Yue Fang
,
Weibin Liao
,
Xinke Jiang
,
Jinyang Zhang
,
Yinghao Zhu
,
Zheng Li
,
Liantao Ma
,
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
AIMMerging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning
EMNLP 2025 ·
Yujie Feng
,
Jian Li
,
Xiaoyu Dong
,
Pengfei Xu
,
Xiaohui Zhou
,
Yujia Zhang
,
Zexin Lu
, Yasha Wang,
Alan Zhao
,
Xu Chu
,
Xiao-Ming Wu
Adaptive Activation Steering: A Tuning-Free LLM Truthfulness Improvement Method for Diverse Hallucinations Categories
WWW 2025 ·
Tianlong Wang
,
Xianfeng Jiao
,
Yinghao Zhu
,
Zhongzhi Chen
,
Yifan He
,
Xu Chu
,
Junyi Gao
, Yasha Wang,
Liantao Ma
ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration
WWW 2025 ·
Zixiang Wang
,
Yinghao Zhu
,
Huiya Zhao
,
Xiaochen Zheng
,
Dehao Sui
,
Tianlong Wang
,
Wen Tang
, Yasha Wang,
Ewen M. Harrison
,
Chengwei Pan
,
Junyi Gao
,
Liantao Ma
DRESSing Up LLM: Efficient Stylized Question-Answering via Style Subspace Editing
ICLR 2025 ·
Xinyu Ma
,
Yifeng Xu
,
Yang Lin
,
Tianlong Wang
,
Xu Chu
,
Xin Gao
,
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
Efficient Graph Continual Learning via Lightweight Graph Neural Tangent Kernels-based Dataset Distillation
ICML 2025 ·
Rihong Qiu
,
Xinke Jiang
,
Yuchen Fang
,
Hongbin Lai
,
Hao Miao
,
Xu Chu
,
Junfeng Zhao
, Yasha Wang
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
Learnable Prompt as Pseudo-Imputation: Rethinking the Necessity of Traditional EHR Data Imputation in Downstream Clinical Prediction
SIGKDD 2025 ·
Weibin Liao
,
Yinghao Zhu
,
Zhongji Zhang
,
Yuhang Wang
,
Zixiang Wang
,
Xu Chu
, Yasha Wang,
Liantao Ma
Magical: Medical Lay Language Generation via Semantic Invariance and Layperson-tailored Adaptation
NeurIPS 2025 ·
Weibin Liao
,
Tianlong Wang
,
Yinghao Zhu
, Yasha Wang,
Junyi Gao
,
Liantao Ma
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
TPO: Aligning Large Language Models with Multi-branch & Multi-step Preference Trees
ICLR 2025 ·
Weibin Liao
,
Xu Chu
, Yasha Wang
Combating Label Sparsity in Short Text Topic Modeling via Nearest Neighbor Augmentation
ACL 2024 ·
Yang Lin
,
Xinyu Ma
,
Xin Gao
,
Ruiqing Li
, Yasha Wang,
Xu Chu
Enhancing Topic Interpretability for Neural Topic Modeling Through Topic-Wise Contrastive Learning
ICDE 2024 ·
Xin Gao
,
Yang Lin
,
Ruiqing Li
, Yasha Wang,
Xu Chu
,
Xinyu Ma
,
Hailong Yu
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
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
SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction
NeurIPS 2024 ·
Zhihao Yu
,
Chu Xu
,
Yujie Jin
, Yasha Wang,
Junfeng Zhao