Xinke Jiang

21 papers at tracked venues · 18 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×6 ACL ×6 NeurIPS ×3 SIGKDD ×2 EMNLP ×1 ICML ×1 NAACL ×1 WSDM ×1

Frequent coauthors

Junfeng Zhao

×13

Yasha Wang

×12

Chu Xu

×11

Yongxin Xu

×10

Yuchen Fang

×8

Rihong Qiu

×7

Hongxin Ding

×7

Yue Fang

×6

Ruizhe Zhang

×5

Hao Miao

×4

Haoyu Zhang

×4

Runchuan Zhu

×4

Papers

Adaptive Frequency Pathways for Spatiotemporal Forecasting
AAAI 2026 ·
Yanjun Qin
,
Yuchen Fang
, Xinke Jiang,
Hao Miao
,
Xiaoming Tao
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
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
Task-Aware Retrieval Augmentation for Dynamic Recommendation
AAAI 2026 ·
Zhen Tao
, Xinke Jiang,
Qingshuai Feng
,
Haoyu Zhang
,
Lun Du
,
Yuchen Fang
,
Hao Miao
,
Bangquan Xie
,
Qingqiang Sun
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
Trust Within? Seek Beyond? Knowledge Boundary Aware Policy Optimization for Agentic Search
ACL 2026 ·
Tao Feng
, Xinke Jiang,
Xinyan Hu
,
Yonggang Zhang
,
Zhen Tao
,
Wentao Zhang
,
Boyang Liu
,
Wenhao Jiang
,
Chao Wu
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
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
Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective
SIGKDD 2025 ·
Yuchen Fang
,
Yuxuan Liang
,
Bo Hui
,
Zezhi Shao
,
Liwei Deng
,
Xu Liu
, Xinke Jiang,
Kai Zheng
GRAIT: Gradient-Driven Refusal-Aware Instruction Tuning for Effective Hallucination Mitigation
NAACL 2025 ·
Runchuan Zhu
, Xinke Jiang,
Jiang Wu
,
Zhipeng Ma
,
Jiahe Song
,
Fengshuo Bai
,
Dahua Lin
,
Lijun Wu
,
Conghui He
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
MODEL SHAPLEY: Find Your Ideal Parameter Player via One Gradient Backpropagation
NeurIPS 2025 ·
Chu Xu
, Xinke Jiang,
Rihong Qiu
,
Jiaran Gao
,
Junfeng Zhao
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
STRAP: Spatio-Temporal Pattern Retrieval for Out-of-Distribution Generalization
NeurIPS 2025 ·
Haoyu Zhang
,
Wentao Zhang
,
Hao Miao
, Xinke Jiang,
Yuchen Fang
,
Yifan Zhang
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
Time Series Supplier Allocation via Deep Black-Litterman Model
AAAI 2025 · Xinke Jiang,
Wentao Zhang
,
Yuchen Fang
,
Xiaowei Gao
,
Hao Chen
,
Haoyu Zhang
,
Dingyi Zhuang
,
Jiayuan Luo
Incomplete Graph Learning via Attribute-Structure Decoupled Variational Auto-Encoder
WSDM 2024 · Xinke Jiang,
Zidi Qin
,
Jiarong Xu
,
Xiang Ao
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