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ORCIDJunfeng Zhao 0001
Person information
- affiliation: Peking University, Beijing, China
Other persons with the same name
- Junfeng Zhao — disambiguation page
- Junfeng Zhao 0002 — Harbin Institute of Technology, Harbin, China
- Junfeng Zhao 0003 — Shanghai Jiao Tong University, China (and 1 more)
- Junfeng Zhao 0004 — Guangdong Polytechnic of Industry and Commerce, China
- Junfeng Zhao 0005
![[0000-0002-3084-8884]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-3084-8884")
— Inner Mongolia University, Hohhot, China - Junfeng Zhao 0006 — Arizona State University, Mesa, AZ, USA (and 2 more)
- Junfeng Zhao 0008 — CFETS Information Technology (Shanghai) Co., Ltd, Shanghai, China
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2020 – today
- 2024
[c43]Xinyu Ma, Xu Chu, Zhibang Yang, Yang Lin, Xin Gao, Junfeng Zhao:
Parameter Efficient Quasi-Orthogonal Fine-Tuning via Givens Rotation. ICML 2024- [c42]Yongxin Xu, Xinke Jiang, Xu Chu, Yuzhen Xiao, Chaohe Zhang, Hongxin Ding, Junfeng Zhao, Yasha Wang, Bing Xie:
ProtoMix: Augmenting Health Status Representation Learning via Prototype-based Mixup. KDD 2024: 3633-3644 - [i15]Ruizhe Zhang, Xinke Jiang, Yuchen Fang, Jiayuan Luo, Yongxin Xu, Yichen Zhu, Xu Chu, Junfeng Zhao, Yasha Wang:
Infinite-Horizon Graph Filters: Leveraging Power Series to Enhance Sparse Information Aggregation. CoRR abs/2401.09943 (2024) - [i14]Xinyu Ma, Xu Chu, Zhibang Yang, Yang Lin, Xin Gao, Junfeng Zhao:
Parameter Efficient Quasi-Orthogonal Fine-Tuning via Givens Rotation. CoRR abs/2404.04316 (2024) - [i13]Zhihao Yu, Xu Chu, Yujie Jin, Yasha Wang, Junfeng Zhao:
SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction. CoRR abs/2405.09039 (2024) - [i12]Ruizhe Zhang, Yongxin Xu, Yuzhen Xiao, Runchuan Zhu, Xinke Jiang, Xu Chu, Junfeng Zhao, Yasha Wang:
KnowPO: Knowledge-aware Preference Optimization for Controllable Knowledge Selection in Retrieval-Augmented Language Models. CoRR abs/2408.03297 (2024) - [i11]Xinke Jiang, Yuchen Fang, Rihong Qiu, Haoyu Zhang, Yongxin Xu, Hao Chen, Wentao Zhang, Ruizhe Zhang, Yuchen Fang, Xu Chu, Junfeng Zhao, Yasha Wang:
TC-RAG:Turing-Complete RAG's Case study on Medical LLM Systems. CoRR abs/2408.09199 (2024) - [i10]Zhihao Yu, Yujie Jin, Yongxin Xu, Xu Chu, Yasha Wang, Junfeng Zhao:
IntelliCare: Improving Healthcare Analysis with Variance-Controlled Patient-Level Knowledge from Large Language Models. CoRR abs/2408.13073 (2024) - [i9]Yongxin Xu, Ruizhe Zhang, Xinke Jiang, Yujie Feng, Yuzhen Xiao, Xinyu Ma, Runchuan Zhu, Xu Chu, Junfeng Zhao, Yasha Wang:
Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning. CoRR abs/2410.10360 (2024) - [i8]Hongxin Ding, Yue Fang, Runchuan Zhu, Xinke Jiang, Jinyang Zhang, Yongxin Xu, Xu Chu, Junfeng Zhao, Yasha Wang:
3DS: Decomposed Difficulty Data Selection's Case Study on LLM Medical Domain Adaptation. CoRR abs/2410.10901 (2024) - [i7]Xinke Jiang, Rihong Qiu, Yongxin Xu, Wentao Zhang, Yichen Zhu, Ruizhe Zhang, Yuchen Fang, Xu Chu, Junfeng Zhao, Yasha Wang:
RAGraph: A General Retrieval-Augmented Graph Learning Framework. CoRR abs/2410.23855 (2024) - 2023
- [j13]Junyi Ma, Xuanliang Wang, Yasha Wang, Xu Chu, Junfeng Zhao:
An Adaptive Fusion Risk-Zone Detection Network and its Application. Int. J. Pattern Recognit. Artif. Intell. 37(6): 2350014:1-2350014:18 (2023) - [j12]Xinyu Ma, Yasha Wang, Xu Chu, Liantao Ma, Wen Tang, Junfeng Zhao, Ye Yuan, Guoren Wang:
Patient Health Representation Learning via Correlational Sparse Prior of Medical Features. IEEE Trans. Knowl. Data Eng. 35(11): 11769-11783 (2023) - [c41]Kai Yang, Yongxin Xu, Peinie Zou, Hongxin Ding, Junfeng Zhao, Yasha Wang, Bing Xie:
KerPrint: Local-Global Knowledge Graph Enhanced Diagnosis Prediction for Retrospective and Prospective Interpretations. AAAI 2023: 5357-5365 - [c40]Yang Lin, Xin Gao, Xu Chu, Yasha Wang, Junfeng Zhao, Chao Chen:
Enhancing Neural Topic Model with Multi-Level Supervisions from Seed Words. ACL (Findings) 2023: 13361-13377 - [c39]Yongxin Xu, Kai Yang, Chaohe Zhang, Peinie Zou, Zhiyuan Wang, Hongxin Ding, Junfeng Zhao, Yasha Wang, Bing Xie:
VecoCare: Visit Sequences-Clinical Notes Joint Learning for Diagnosis Prediction in Healthcare Data. IJCAI 2023: 4921-4929 - [c38]Xinyu Ma, Xu Chu, Yasha Wang, Yang Lin, Junfeng Zhao, Liantao Ma, Wenwu Zhu:
Fused Gromov-Wasserstein Graph Mixup for Graph-level Classifications. NeurIPS 2023 - [c37]Yongxin Xu, Xu Chu, Kai Yang, Zhiyuan Wang, Peinie Zou, Hongxin Ding, Junfeng Zhao, Yasha Wang, Bing Xie:
SeqCare: Sequential Training with External Medical Knowledge Graph for Diagnosis Prediction in Healthcare Data. WWW 2023: 2819-2830 - [i6]Xinyu Ma, Xu Chu, Yasha Wang, Yang Lin, Junfeng Zhao, Liantao Ma, Wenwu Zhu:
Graph Interpolation via Fast Fused-Gromovization. CoRR abs/2306.15963 (2023) - [i5]Hongxin Ding, Peinie Zou, Zhiyuan Wang, Junfeng Zhao, Yasha Wang, Qiang Zhou:
A ModelOps-based Framework for Intelligent Medical Knowledge Extraction. CoRR abs/2310.02593 (2023) - [i4]Xinke Jiang, Ruizhe Zhang, Yongxin Xu, Rihong Qiu, Yue Fang, Zhiyuan Wang, Jinyi Tang, Hongxin Ding, Xu Chu, Junfeng Zhao, Yasha Wang:
Think and Retrieval: A Hypothesis Knowledge Graph Enhanced Medical Large Language Models. CoRR abs/2312.15883 (2023) - [i3]Zhihao Yu, Liantao Ma, Yasha Wang, Junfeng Zhao:
Learning the Dynamic Correlations and Mitigating Noise by Hierarchical Convolution for Long-term Sequence Forecasting. CoRR abs/2312.16790 (2023) - 2022
- [j11]Kai Yang, Zhaojing Luo, Jinyang Gao, Junfeng Zhao, Beng Chin Ooi, Bing Xie:
LDA-Reg: Knowledge Driven Regularization Using External Corpora. IEEE Trans. Knowl. Data Eng. 34(12): 5840-5853 (2022) - [c36]Xin Gao, Zhengye Zhu, Xu Chu, Yasha Wang, Wenjie Ruan, Junfeng Zhao:
Enhancing Robust Text Classification via Category Description. ICDM 2022: 151-160 - [c35]Chaohe Zhang, Xu Chu, Liantao Ma, Yinghao Zhu, Yasha Wang, Jiangtao Wang, Junfeng Zhao:
M3Care: Learning with Missing Modalities in Multimodal Healthcare Data. KDD 2022: 2418-2428 - [i2]Xinyu Ma, Xu Chu, Yasha Wang, Hailong Yu, Liantao Ma, Wen Tang, Junfeng Zhao:
MedFACT: Modeling Medical Feature Correlations in Patient Health Representation Learning via Feature Clustering. CoRR abs/2204.10011 (2022) - [i1]Chaohe Zhang, Xu Chu, Liantao Ma, Yinghao Zhu, Yasha Wang, Jiangtao Wang, Junfeng Zhao:
M3Care: Learning with Missing Modalities in Multimodal Healthcare Data. CoRR abs/2210.17292 (2022) - 2021
- [j10]Chaoxiong Chen, Chao Chen, Yasha Wang, Junfeng Zhao, Yijian Wu, Hao Sheng, Yang Li:
I3City: An Interoperated, Intelligent, and Integrated Platform for Smart City Ecosystem. IT Prof. 23(4): 88-94 (2021) - 2020
- [j9]Liantao Ma, Chaohe Zhang, Yasha Wang, Guangju Peng, Chao Chen, Junfeng Zhao, Jiangtao Wang:
Estimating Urban Road GPS Environment Friendliness with Bus Trajectories: A City-Scale Approach. Sensors 20(6): 1580 (2020) - [j8]Chao Chen, Yan Ding, Zhu Wang, Junfeng Zhao, Bin Guo, Daqing Zhang:
VTracer: When Online Vehicle Trajectory Compression Meets Mobile Edge Computing. IEEE Syst. J. 14(2): 1635-1646 (2020) - [c34]Kai Yang, Shaoqin Liu, Junfeng Zhao, Yasha Wang, Bing Xie:
COTSAE: CO-Training of Structure and Attribute Embeddings for Entity Alignment. AAAI 2020: 3025-3032
2010 – 2019
- 2019
- [j7]Yibo Wang, Guangju Peng, Yuanduo He, Yasha Wang, Junfeng Zhao, Jiangtao Wang:
基于领域偏好的可变时间窗口时序数据主题模式识别算法 (Time Series Motif Discovery Algorithm of Variable Length Based on Domain Preference). 计算机科学 46(11): 251-259 (2019) - [j6]Chao Chen, Chengwu Liao, Xuefeng Xie, Yasha Wang, Junfeng Zhao:
Trip2Vec: a deep embedding approach for clustering and profiling taxi trip purposes. Pers. Ubiquitous Comput. 23(1): 53-66 (2019) - [c33]Liantao Ma, Yasha Wang, Guangju Peng, Chaohe Zhang, Chao Chen, Junfeng Zhao, Jiangtao Wang:
Multi-Source Data Integration-Based Urban Road GPS Environment Friendliness Estimation. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 626-633 - [c32]Kai Yang, Wenqi Sun, Junfeng Zhao, Yasha Wang, Bing Xie:
Supervised Nonnegative Tucker Decomposition for Computational Phenotyping. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 715-722 - [c31]Shuang Tang, Junfeng Zhao, Yasha Wang, Da Cui:
HISMA: A Human-Machine Iterative Schema Matching Algorithm. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 1003-1010 - [c30]Feng Wang, Yasha Wang, Jiangtao Wang, Haoyi Xiong, Junfeng Zhao, Daqing Zhang:
Assessing Mental Stress Based on Smartphone Sensing Data: An Empirical Study. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 1031-1038 - 2018
- [j5]Yingkui Cao, Yanzhen Zou, Yuxiang Luo, Bing Xie, Junfeng Zhao:
Toward accurate link between code and software documentation. Sci. China Inf. Sci. 61(5): 050105:1-050105:15 (2018) - [j4]Jiangtao Wang, Junfeng Zhao, Yong Zhang, Xin Peng, Ying Li, Yun Xie:
Enabling Human-Centric Smart Cities: Crowdsourcing-Based Practice in China. Computer 51(12): 42-49 (2018) - 2017
- [j3]Zeqi Lin, Bing Xie, Yanzhen Zou, Junfeng Zhao, Xuandong Li, Jun Wei, Hailong Sun, Gang Yin:
Intelligent Development Environment and Software Knowledge Graph. J. Comput. Sci. Technol. 32(2): 242-249 (2017) - [j2]Wenpeng Li, Junfeng Zhao, Bing Xie:
基于LDA的软件代码主题摘要自动生成方法 (Summary Extraction Method for Code Topic Based on LDA). 计算机科学 44(4): 35-38 (2017) - [c29]Kai Yang, Xiang Li, Haifeng Liu, Jing Mei, Guo Tong Xie, Junfeng Zhao, Bing Xie, Fei Wang:
TaGiTeD: Predictive Task Guided Tensor Decomposition for Representation Learning from Electronic Health Records. AAAI 2017: 2824-2830 - [c28]Yingkui Cao, Yanzhen Zou, Yuxiang Luo, Bing Xie, Junfeng Zhao:
Refining Traceability Links between Code and Software Documents. Internetware 2017: 4:1-4:10 - [c27]Zeqi Lin, Junfeng Zhao, Yanzhen Zou, Bing Xie:
Document Distance Estimation via Code Graph Embedding. Internetware 2017: 11:1-11:10 - [c26]Zixiao Zhu, Chenyan Hua, Yanzhen Zou, Bing Xie, Junfeng Zhao:
Automatically Generating Task-Oriented API Learning Guide. Internetware 2017: 12:1-12:10 - [c25]Zeqi Lin, Yanzhen Zou, Junfeng Zhao, Bing Xie:
Improving software text retrieval using conceptual knowledge in source code. ASE 2017: 123-134 - [c24]Wenpeng Li, Yingkui Cao, Junfeng Zhao, Yanzhen Zou, Bing Xie:
Toward Summary Extraction Method for Functional Topic. QRS Companion 2017: 16-23 - 2016
- [c23]Lingxiao Zhang, Xiang Li, Haifeng Liu, Jing Mei, Gang Hu, Junfeng Zhao, Yanzhen Zou, Bing Xie, Guotong Xie:
Probabilistic-Mismatch Anomaly Detection: Do One's Medications Match with the Diagnoses. ICDM 2016: 659-668 - [c22]Lingxiao Zhang, Junfeng Zhao, Yasha Wang, Bing Xie:
Mining Patterns of Disease Progression: A Topic-Model-Based Approach. MIE 2016: 354-358 - [c21]Lixia Bao, Kai Yang, Yibo Wang, Junfeng Zhao:
A Novel Pavement Performance Prediction Framework in Smart City Based on Tensor Decomposition. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld 2016: 1092-1097 - 2015
- [j1]Xuanzhe Liu, Yun Ma, Gang Huang, Junfeng Zhao, Hong Mei, Yunxin Liu:
Data-Driven Composition for Service-Oriented Situational Web Applications. IEEE Trans. Serv. Comput. 8(1): 2-16 (2015) - [c20]Jiangtao Wang, Yasha Wang, Junfeng Zhao:
Helping Campaign Initiators Create Mobile Crowd Sensing Apps: A Supporting Framework. COMPSAC 2015: 545-552 - [c19]Jiangtao Wang, Yasha Wang, Yafei Wang, Junfeng Zhao:
A Situation-Aware and Interactive System for Assisting People Fill out Paper Forms. COMPSAC 2015: 595-600 - [c18]Junfeng Zhao, Yasha Wang:
Toward domain knowledge model for smart city: The core conceptual model. ISC2 2015: 1-5 - 2014
- [c17]Zeqi Lin, Junfeng Zhao, Bing Xie:
A graph database based crowdsourcing infrastructure for modelling and searching code structure. Internetware 2014: 15-24 - 2013
- [c16]Bing Xie, Meng Li, Jing Jin, Junfeng Zhao, Yanzhen Zou:
Mining Cohesive Domain Topics from Source Code. ICSR 2013: 239-254 - [c15]Yasha Wang, Jiangtao Wang, Yuxing Teng, Junfeng Zhao:
STERS: A System for Service Trustworthiness Evaluation and Recommendation based on the Trust Network (S). SEKE 2013: 322-325 - 2012
- [c14]Meng Li, Zhebang Hua, Junfeng Zhao, Yanzhen Zou, Bing Xie:
Internet-Based Evaluation and Prediction of Web Services Trustworthiness. COMPSAC Workshops 2012: 571-576 - [c13]Meng Li, Zhebang Hua, Junfeng Zhao, Yanzhen Zou, Bing Xie:
ARIMA Model-Based Web Services Trustworthiness Evaluation and Prediction. ICSOC 2012: 648-655 - [c12]Lu Fang, Lijie Wang, Meng Li, Junfeng Zhao, Yanzhen Zou, Lingshuang Shao:
Towards Automatic Tagging for Web Services. ICWS 2012: 528-535 - [c11]Meng Li, Jing Jin, Junfeng Zhao, Bing Xie:
Propositional Logic-Based and Evidence-Rich Trustworthiness Evaluation for Web Services. SERVICES 2012: 125-132 - 2011
- [c10]Meng Li, Junfeng Zhao, Lijie Wang, Sibo Cai, Bing Xie:
CoWS: An Internet-Enriched and Quality-Aware Web Services Search Engine. ICWS 2011: 419-427 - 2010
- [c9]Junfeng Zhao, Bing Xie, Yasha Wang, Yongjun Xu:
TSRR: A Software Resource Repository for Trustworthiness Resource Management and Reuse. SEKE 2010: 752-756 - [c8]Junfeng Zhao, Lingshuang Shao, Zhiwen Cheng, Bing Xie:
A Flexible Multi-Source Web Service's QoS Acquisition Framework and Implementation. UIC/ATC Workshops 2010: 416-421
2000 – 2009
- 2009
- [c7]Lingshuang Shao, Junfeng Zhao, Tao Xie, Lu Zhang, Bing Xie, Hong Mei:
User-Perceived Service Availability: A Metric and an Estimation Approach. ICWS 2009: 647-654 - [c6]Junfeng Zhao, Yasha Wang, Bing Xie:
User Perceived Response-time Optimization Method for Composite Web Services. SEKE 2009: 356-363 - 2008
- [c5]Lingshuang Shao, Lu Zhang, Junfeng Zhao, Bing Xie, Hong Mei:
Towards a User-perceived Service Availability Metric. IEEE SCC (2) 2008: 549-550 - [c4]Lingshuang Shao, Lu Zhang, Tao Xie, Junfeng Zhao, Bing Xie, Hong Mei:
Dynamic Availability Estimation for Service Selection Based on Status Identification. ICWS 2008: 645-652 - 2007
- [c3]Lingshuang Shao, Jing Zhang, Yong Wei, Junfeng Zhao, Bing Xie, Hong Mei:
Personalized QoS Prediction forWeb Services via Collaborative Filtering. ICWS 2007: 439-446 - [c2]Ya-sha Wang, Junfeng Zhao, Ge Li:
Using Scenario Oriented Response-time Management for Composite Web Services. ICWS 2007: 1144-1145 - 2004
- [c1]Junfeng Zhao, Lu Zhang, Yasha Wang, Ying Jiang, Bing Xie:
Towards an Optimization-Based Method for Consolidating Domain Variabilities in Domain-Specific Web Services Composition. ICTAC 2004: 140-153
Coauthor Index
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