Xiaochen Wang

31 papers A* 9A 2Journal 13Unranked 7
YearRankTypeTitle / Venue / Authors
2026 A* conf
GPR: Empowering Generation with Graph-Pretrained Retriever.
WWW
Xiaochen Wang, Zongyu Wu, Yuan Zhong, Xiang Zhang, Suhang Wang, Fenglong Ma
2025 A* conf
AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization.
CVPR
Yiyang Du, Xiaochen Wang, Chi Chen, Jiabo Ye, Yiru Wang, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Zhifang Sui, Maosong Sun, Yang Liu
2025 J jnl
AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization.
CoRR
Yiyang Du, Xiaochen Wang, Chi Chen, Jiabo Ye, Yiru Wang, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Zhifang Sui, Maosong Sun, Yang Liu
2025 J jnl
GPR: Empowering Generation with Graph-Pretrained Retriever.
CoRR
Xiaochen Wang, Zongyu Wu, Yuan Zhong, Xiang Zhang, Suhang Wang, Fenglong Ma
2025 J jnl
MEDMKG: Benchmarking Medical Knowledge Exploitation with Multimodal Knowledge Graph.
CoRR
Xiaochen Wang, Yuan Zhong, Lingwei Zhang, Lisong Dai, Ting Wang, Fenglong Ma
2025 — conf
MedDiTPro: A Prompt-Guided Diffusion Transformer for Multimodal Longitudinal Medical Data Synthesis.
KDD (2)
Yuan Zhong, Xiaochen Wang, Jiaqi Wang, Xiaokun Zhang, Fenglong Ma
2024 J jnl
CoRelation: Boosting Automatic ICD Coding Through Contextualized Code Relation Learning.
CoRR
Junyu Luo, Xiaochen Wang, Jiaqi Wang, Aofei Chang, Yaqing Wang, Fenglong Ma
2024 — conf
CoRelation: Boosting Automatic ICD Coding through Contextualized Code Relation Learning.
LREC/COLING
Junyu Luo, Xiaochen Wang, Jiaqi Wang, Aofei Chang, Yaqing Wang, Fenglong Ma
2024 A* conf
Disentangling ID and Modality Effects for Session-based Recommendation.
SIGIR
Xiaokun Zhang, Bo Xu, Zhaochun Ren, Xiaochen Wang, Hongfei Lin, Fenglong Ma
2024 J jnl
Disentangling ID and Modality Effects for Session-based Recommendation.
CoRR
Xiaokun Zhang, Bo Xu, Zhaochun Ren, Xiaochen Wang, Hongfei Lin, Fenglong Ma
2024 A* conf
FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models.
EMNLP
Xiaochen Wang, Jiaqi Wang, Houping Xiao, Jinghui Chen, Fenglong Ma
2024 J jnl
FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models.
CoRR
Xiaochen Wang, Jiaqi Wang, Houping Xiao, Jinghui Chen, Fenglong Ma
2024 A* conf
FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection.
NeurIPS
Jiaqi Wang, Xiaochen Wang, Lingjuan Lyu, Jinghui Chen, Fenglong Ma
2024 J jnl
FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection.
CoRR
Jiaqi Wang, Xiaochen Wang, Lingjuan Lyu, Jinghui Chen, Fenglong Ma
2024 A conf
MedDiffusion: Boosting Health Risk Prediction via Diffusion-based Data Augmentation.
SDM
Yuan Zhong, Suhan Cui, Jiaqi Wang, Xiaochen Wang, Ziyi Yin, Yaqing Wang, Houping Xiao, Mengdi Huai, Ting Wang, Fenglong Ma
2024 A* conf
Mitigating Pooling Bias in E-commerce Search via False Negative Estimation.
KDD
Xiaochen Wang, Xiao Xiao, Ruhan Zhang, Xuan Zhang, Taesik Na, Tejaswi Tenneti, Haixun Wang, Fenglong Ma
2024 A* conf
Recent Advances in Predictive Modeling with Electronic Health Records.
IJCAI
Jiaqi Wang, Junyu Luo, Muchao Ye, Xiaochen Wang, Yuan Zhong, Aofei Chang, Guanjie Huang, Ziyi Yin, Cao Xiao, Jimeng Sun, Fenglong Ma
2024 J jnl
Recent Advances in Predictive Modeling with Electronic Health Records.
CoRR
Jiaqi Wang, Junyu Luo, Muchao Ye, Xiaochen Wang, Yuan Zhong, Aofei Chang, Guanjie Huang, Ziyi Yin, Cao Xiao, Jimeng Sun, Fenglong Ma
2024 A* conf
Synthesizing Multimodal Electronic Health Records via Predictive Diffusion Models.
KDD
Yuan Zhong, Xiaochen Wang, Jiaqi Wang, Xiaokun Zhang, Yaqing Wang, Mengdi Huai, Cao Xiao, Fenglong Ma
2024 J jnl
Synthesizing Multimodal Electronic Health Records via Predictive Diffusion Models.
CoRR
Yuan Zhong, Xiaochen Wang, Jiaqi Wang, Xiaokun Zhang, Yaqing Wang, Mengdi Huai, Cao Xiao, Fenglong Ma
2024 — conf
Unity in Diversity: Collaborative Pre-training Across Multimodal Medical Sources.
ACL (1)
Xiaochen Wang, Junyu Luo, Jiaqi Wang, Yuan Zhong, Xiaokun Zhang, Yaqing Wang, Parminder Bhatia, Cao Xiao, Fenglong Ma
2023 A* conf
Hierarchical Pretraining on Multimodal Electronic Health Records.
EMNLP
Xiaochen Wang, Junyu Luo, Jiaqi Wang, Ziyi Yin, Suhan Cui, Yuan Zhong, Yaqing Wang, Fenglong Ma
2023 J jnl
Hierarchical Pretraining on Multimodal Electronic Health Records.
CoRR
Xiaochen Wang, Junyu Luo, Jiaqi Wang, Ziyi Yin, Suhan Cui, Yuan Zhong, Yaqing Wang, Fenglong Ma
2023 J jnl
MedDiffusion: Boosting Health Risk Prediction via Diffusion-based Data Augmentation.
CoRR
Yuan Zhong, Suhan Cui, Jiaqi Wang, Xiaochen Wang, Ziyi Yin, Yaqing Wang, Houping Xiao, Mengdi Huai, Ting Wang, Fenglong Ma
2023 J jnl
Mitigating Pooling Bias in E-commerce Search via False Negative Estimation.
CoRR
Xiaochen Wang, Xiao Xiao, Ruhan Zhang, Xuan Zhang, Taesik Na, Tejaswi Tenneti, Haixun Wang, Fenglong Ma
2023 A conf
pADR: Towards Personalized Adverse Drug Reaction Prediction by Modeling Multi-sourced Data.
CIKM
Junyu Luo, Cheng Qian, Xiaochen Wang, Lucas Glass, Fenglong Ma
2018 — conf
Course Concept Extraction in MOOC via Explicit/Implicit Representation.
DSC
Xiaochen Wang, Wenzheng Feng, Jie Tang, Qingyang Zhong
2018 — conf
Fast Top-k Area Topics Extraction with Knowledge Base.
DSC
Fang Zhang, Xiaochen Wang, Jingfei Han, Jie Tang, Shiyin Wang
2017 — conf
Course Concept Extraction in MOOCs via Embedding-Based Graph Propagation.
IJCNLP(1)
Liangming Pan, Xiaochen Wang, Chengjiang Li, Juanzi Li, Jie Tang
2017 J jnl
Fast Top-k Area Topics Extraction with Knowledge Base.
CoRR
Fang Zhang, Xiaochen Wang, Jingfei Han, Jie Tang, Shiyin Wang
2017 — conf
Smart Jump: Automated Navigation Suggestion for Videos in MOOCs.
WWW (Companion Volume)
Han Zhang, Maosong Sun, Xiaochen Wang, Zhengyang Song, Jie Tang, Jimeng Sun