Jianling Sun

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 78

Top Topics

Defect Prediction

Vector Space Model

Top Venues

Publications

Mouxiang Chen, Hao Tian, Zhongxin Liu, Xiaoxue Ren, Jianling Sun
JumpCoder: Go Beyond Autoregressive Coder via Online Modification. ACL (1) (2024)
Zhisheng Lin, Han Fu, Chenghao Liu, Zhuo Li, Jianling Sun
PEMT: Multi-Task Correlation Guided Mixture-of-Experts Enables Parameter-Efficient Transfer Learning. CoRR (2024)
Haitian Hang, Xiu Tang, Bo Zhou, Jianling Sun
Unlocking the Power of Diversity in Index Tuning for Cluster Databases. DEXA (2) (2024)
Yubo Mai, Zhipeng Gao, Xing Hu, Lingfeng Bao, Yu Liu, Jianling Sun
Are Human Rules Necessary? Generating Reusable APIs with CoT Reasoning and In-Context Learning. CoRR (2024)
Haitian Hang, Xiu Tang, Jianling Sun, Lingfeng Bao, David Lo, Haoye Wang
Robust Auto-Scaling with Probabilistic Workload Forecasting for Cloud Databases. ICDE (2024)
Long Li, Zemin Liu, Chenghao Liu, Jianling Sun
Full-Attention Driven Graph Contrastive Learning: with Effective Mutual Information Insight. WWW (2024)
Qiheng Mao, Zhenhao Li, Xing Hu, Kui Liu, Xin Xia, Jianling Sun
Towards Effectively Detecting and Explaining Vulnerabilities Using Large Language Models. CoRR (2024)
Mouxiang Chen, Hao Tian, Zhongxin Liu, Xiaoxue Ren, Jianling Sun
JumpCoder: Go Beyond Autoregressive Coder via Online Modification. CoRR (2024)
Mouxiang Chen, Lefei Shen, Han Fu, Zhuo Li, Jianling Sun, Chenghao Liu
Calibration of Time-Series Forecasting: Detecting and Adapting Context-Driven Distribution Shift. KDD (2024)
Yubo Mai, Zhipeng Gao, Xing Hu, Lingfeng Bao, Yu Liu, Jianling Sun
Are Human Rules Necessary? Generating Reusable APIs with CoT Reasoning and In-Context Learning. Proc. ACM Softw. Eng. 1 (FSE) (2024)
Xinyu Peng, Yufei Wang, Weiran Liu, Liqiang Peng, Feng Han, Zhen Gu, Jianling Sun, Yuan Hong
Efficient Differentially Private Set Intersection. IACR Cryptol. ePrint Arch. 2024 (2024)
Qiheng Mao, Zemin Liu, Chenghao Liu, Zhuo Li, Jianling Sun
Advancing Graph Representation Learning with Large Language Models: A Comprehensive Survey of Techniques. CoRR (2024)
Zhisheng Lin, Han Fu, Chenghao Liu, Zhuo Li, Jianling Sun
PEMT: Multi-Task Correlation Guided Mixture-of-Experts Enables Parameter-Efficient Transfer Learning. ACL (Findings) (2024)
Qiheng Mao, Zemin Liu, Chenghao Liu, Jianling Sun
HINormer: Representation Learning On Heterogeneous Information Networks with Graph Transformer. CoRR (2023)
Mengliang Li, Xiaoxue Ren, Han Fu, Zhuo Li, Jianling Sun
ConvMHSA-SCVD: Enhancing Smart Contract Vulnerability Detection through a Knowledge-Driven and Data-Driven Framework. ISSRE (2023)
Jianying Wang, Tongliang Li, Haoze Song, Xinjun Yang, Wenchao Zhou, Feifei Li, Baoyue Yan, Qianqian Wu, Yukun Liang, Chengjun Ying, Yujie Wang, Baokai Chen, Chang Cai, Yubin Ruan, Xiaoyi Weng, Shibin Chen, Liang Yin, Chengzhong Yang, Xin Cai, Hongyan Xing, Nanlong Yu, Xiaofei Chen, Dapeng Huang, Jianling Sun
PolarDB-IMCI: A Cloud-Native HTAP Database System at Alibaba. CoRR (2023)
Mouxiang Chen, Zemin Liu, Chenghao Liu, Jundong Li, Qiheng Mao, Jianling Sun
ULTRA-DP: Unifying Graph Pre-training with Multi-task Graph Dual Prompt. CoRR (2023)
Jianying Wang, Tongliang Li, Haoze Song, Xinjun Yang, Wenchao Zhou, Feifei Li, Baoyue Yan, Qianqian Wu, Yukun Liang, Chengjun Ying, Yujie Wang, Baokai Chen, Chang Cai, Yubin Ruan, Xiaoyi Weng, Shibin Chen, Liang Yin, Chengzhong Yang, Xin Cai, Hongyan Xing, Nanlong Yu, Xiaofei Chen, Dapeng Huang, Jianling Sun
PolarDB-IMCI: A Cloud-Native HTAP Database System at Alibaba. Proc. ACM Manag. Data 1 (2) (2023)
Mouxiang Chen, Lefei Shen, Han Fu, Zhuo Li, Jianling Sun, Chenghao Liu
Calibration of Time-Series Forecasting Transformers: Detecting and Adapting Context-Driven Distribution Shift. CoRR (2023)
Qiheng Mao, Zemin Liu, Chenghao Liu, Jianling Sun
HINormer: Representation Learning On Heterogeneous Information Networks with Graph Transformer. WWW (2023)
Han Fu, Chang Liu, Bin Wu, Feifei Li, Jian Tan, Jianling Sun
CatSQL: Towards Real World Natural Language to SQL Applications. Proc. VLDB Endow. 16 (6) (2023)
Mouxiang Chen, Chenghao Liu, Zemin Liu, Zhuo Li, Jianling Sun
Identifiability Matters: Revealing the Hidden Recoverable Condition in Unbiased Learning to Rank. CoRR (2023)
Haitian Hang, Jianling Sun
Enhancing Online Index Tuning with a Learned Tuning Diagnostic. DEXA (1) (2023)
Mouxiang Chen, Chenghao Liu, Zemin Liu, Jianling Sun
Scalar is Not Enough: Vectorization-based Unbiased Learning to Rank. CoRR (2022)
Teng Zhang, Jian Tan, Xin Cai, Jianying Wang, Feifei Li, Jianling Sun
SA-LSM : Optimize Data Layout for LSM-tree Based Storage using Survival Analysis. Proc. VLDB Endow. 15 (10) (2022)
Mouxiang Chen, Chenghao Liu, Zemin Liu, Jianling Sun
LBD: Decouple Relevance and Observation for Individual-Level Unbiased Learning to Rank. NeurIPS (2022)
Mouxiang Chen, Chenghao Liu, Zemin Liu, Jianling Sun
Scalar is Not Enough: Vectorization-based Unbiased Learning to Rank. KDD (2022)
Junjun Xiong, Hong Hong, Jianling Sun, Xiaohua Zhu
Noncontact Respiration Detection of Multiple Closely Positioned Subjects with Difference Beamforming. RWS (2022)
Zemin Liu, Qiheng Mao, Chenghao Liu, Yuan Fang, Jianling Sun
On Size-Oriented Long-Tailed Graph Classification of Graph Neural Networks. WWW (2022)
Ling Chen, Donghui Chen, Fan Yang, Jianling Sun
A deep multi-task representation learning method for time series classification and retrieval. Inf. Sci. 555 (2021)
Chenghao Liu, Tao Lu, Zhiyong Cheng, Xin Wang, Jianling Sun, Steven C. H. Hoi
Discrete Listwise Collaborative Filtering for Fast Recommendation. SDM (2021)
Mouxiang Chen, Chenghao Liu, Jianling Sun, Steven C. H. Hoi
Adapting Interactional Observation Embedding for Counterfactual Learning to Rank. SIGIR (2021)
Chang Ye, Yuchen Li, Bingsheng He, Zhao Li, Jianling Sun
GPU-Accelerated Graph Label Propagation for Real-Time Fraud Detection. SIGMOD Conference (2021)
Xiaoxue Ren, Xinyuan Ye, Zhenchang Xing, Xin Xia, Xiwei Xu, Liming Zhu, Jianling Sun
KGAMD: an API-misuse detector driven by fine-grained API-constraint knowledge graph. ESEC/SIGSOFT FSE (2021)
Yuchen Li, Qiwei Zhu, Zheng Lyu, Zhongdong Huang, Jianling Sun
DyCuckoo: Dynamic Hash Tables on GPUs. ICDE (2021)
Han Fu, Rui Wu, Chenghao Liu, Jianling Sun
MCEN: Bridging Cross-Modal Gap between Cooking Recipes and Dish Images with Latent Variable Model. CoRR (2020)
Jianwen Yin, Chenghao Liu, Weiqing Wang, Jianling Sun, Steven C. H. Hoi
Learning Transferrable Parameters for Long-tailed Sequential User Behavior Modeling. CoRR (2020)
Xiaoxue Ren, Jiamou Sun, Zhenchang Xing, Xin Xia, Jianling Sun
Demystify official API usage directives with crowdsourced API misuse scenarios, erroneous code examples and patches. ICSE (2020)
Han Fu, Yunyu Bai, Zhuo Li, Jun Shen, Jianling Sun
A Machine Learning Framework for Data Ingestion in Document Images. CoRR (2020)
Han Fu, Rui Wu, Chenghao Liu, Jianling Sun
MCEN: Bridging Cross-Modal Gap between Cooking Recipes and Dish Images with Latent Variable Model. CVPR (2020)
Xiaoxue Ren, Xinyuan Ye, Zhenchang Xing, Xin Xia, Xiwei Xu, Liming Zhu, Jianling Sun
API-Misuse Detection Driven by Fine-Grained API-Constraint Knowledge Graph. ASE (2020)
Teng Zhang, Jianying Wang, Xuntao Cheng, Hao Xu, Nanlong Yu, Gui Huang, Tieying Zhang, Dengcheng He, Feifei Li, Wei Cao, Zhongdong Huang, Jianling Sun
FPGA-Accelerated Compactions for LSM-based Key-Value Store. FAST (2020)
Jianwen Yin, Chenghao Liu, Weiqing Wang, Jianling Sun, Steven C. H. Hoi
Learning Transferrable Parameters for Long-tailed Sequential User Behavior Modeling. KDD (2020)
Chenghao Liu, Tao Lu, Xin Wang, Zhiyong Cheng, Jianling Sun, Steven C. H. Hoi
Compositional Coding for Collaborative Filtering. CoRR (2019)
Jianwen Yin, Chenghao Liu, Jundong Li, BingTian Dai, Yun-chen Chen, Min Wu, Jianling Sun
Online Collaborative Filtering with Implicit Feedback. DASFAA (2) (2019)
Chenghao Liu, Xin Wang, Tao Lu, Wenwu Zhu, Jianling Sun, Steven C. H. Hoi
Discrete Social Recommendation. AAAI (2019)
Han Fu, Chenghao Liu, Jianling Sun
Reference Network for Neural Machine Translation. ACL (1) (2019)
Han Fu, Chenghao Liu, Jianling Sun
Reference Network for Neural Machine Translation. CoRR (2019)
Tao Wang, Xiao Liang, Qianqian Wu, Peng Wang, Wei Cao, Jianling Sun
基于NVM的无日志哈希表 (Logless Hash Table Based on NVM). 计算机科学 46 (9) (2019)
Xiaoxue Ren, Zhenchang Xing, Xin Xia, Guoqiang Li, Jianling Sun
Discovering, Explaining and Summarizing Controversial Discussions in Community Q&A Sites. ASE (2019)
Chenghao Liu, Tao Lu, Xin Wang, Zhiyong Cheng, Jianling Sun, Steven C. H. Hoi
Compositional Coding for Collaborative Filtering. SIGIR (2019)
Chenghao Liu, Teng Zhang, Jundong Li, Jianwen Yin, Peilin Zhao, Jianling Sun, Steven C. H. Hoi
Robust Factorization Machine: A Doubly Capped Norms Minimization. SDM (2019)
Yun Zhang, David Lo, Xin Xia, Giuseppe Scanniello, Tien-Duy B. Le, Jianling Sun
Fusing multi-abstraction vector space models for concern localization. Empir. Softw. Eng. 23 (4) (2018)
Yun Zhang, David Lo, Xin Xia, Jianling Sun
Combined classifier for cross-project defect prediction: an extended empirical study. Frontiers Comput. Sci. 12 (2) (2018)
Yun Zhang, David Lo, Xin Xia, Jing Jiang, Jianling Sun
Recommending frequently encountered bugs. ICPC (2018)
Chenghao Liu, Teng Zhang, Peilin Zhao, Jianling Sun, Steven C. H. Hoi
Unified Locally Linear Classifiers With Diversity-Promoting Anchor Points. AAAI (2018)
Chenghao Liu, Teng Zhang, Peilin Zhao, Jun Zhou, Jianling Sun
Locally Linear Factorization Machines. IJCAI (2017)
Yun Zhang, David Lo, Pavneet Singh Kochhar, Xin Xia, Quanlai Li, Jianling Sun
Detecting similar repositories on GitHub. SANER (2017)
Chenghao Liu, Tao Jin, Steven C. H. Hoi, Peilin Zhao, Jianling Sun
Collaborative topic regression for online recommender systems: an online and Bayesian approach. Mach. Learn. 106 (5) (2017)
Xinli Yang, David Lo, Xin Xia, Jianling Sun
TLEL: A two-layer ensemble learning approach for just-in-time defect prediction. Inf. Softw. Technol. 87 (2017)
Chenghao Liu, Steven C. H. Hoi, Peilin Zhao, Jianling Sun, Ee-Peng Lim
Online Adaptive Passive-Aggressive Methods for Non-Negative Matrix Factorization and Its Applications. CIKM (2016)
Xinli Yang, David Lo, Xin Xia, Jianling Sun
Condensing Class Diagrams With Minimal Manual Labeling Cost. COMPSAC (2016)
Chenghao Liu, Steven C. H. Hoi, Peilin Zhao, Jianling Sun
Online ARIMA Algorithms for Time Series Prediction. AAAI (2016)
Xinli Yang, David Lo, Xin Xia, Lingfeng Bao, Jianling Sun
Combining Word Embedding with Information Retrieval to Recommend Similar Bug Reports. ISSRE (2016)
Yun Zhang, David Lo, Xin Xia, Tien-Duy B. Le, Giuseppe Scanniello, Jianling Sun
Inferring Links between Concerns and Methods with Multi-abstraction Vector Space Model. ICSME (2016)
Xinli Yang, David Lo, Qiao Huang, Xin Xia, Jianling Sun
Automated Identification of High Impact Bug Reports Leveraging Imbalanced Learning Strategies. COMPSAC (2016)
Chenghao Liu, Tao Jin, Steven C. H. Hoi, Peilin Zhao, Jianling Sun
Online Bayesian Collaborative Topic Regression. CoRR (2016)
Yueting Zhuang, Yaoguang Wang, Jian Shao, Ling Chen, Weiming Lu, Jianling Sun, Baogang Wei, Jiangqin Wu
D-Ocean: an unstructured data management system for data ocean environment. Frontiers Comput. Sci. 10 (2) (2016)
Qinglin Cai, Ling Chen, Jianling Sun
Piecewise statistic approximation based similarity measure for time series. Knowl. Based Syst. 85 (2015)
Ling Chen, Jian Shao, Zhou Yu, Jianling Sun, Fei Wu, Yueting Zhuang
RAISE: A Whole Process Modeling Method for Unstructured Data Management. BigMM (2015)
Qinglin Cai, Ling Chen, Jianling Sun
Piecewise Chebyshev Factorization based Nearest Neighbour Classification for Time Series. KDIR (2015)
Chenyi Zhang, Ke Wang, Ee-Peng Lim, Qinneng Xu, Jianling Sun, Hongkun Yu
Are Features Equally Representative? A Feature-Centric Recommendation. AAAI (2015)
Chenyi Zhang, Hongwei Liang, Ke Wang, Jianling Sun
Personalized Trip Recommendation with POI Availability and Uncertain Traveling Time. CIKM (2015)
Yun Zhang, David Lo, Xin Xia, Jianling Sun
Multi-Factor Duplicate Question Detection in Stack Overflow. J. Comput. Sci. Technol. 30 (5) (2015)
Yun Zhang, David Lo, Xin Xia, Jianling Sun
An Empirical Study of Classifier Combination for Cross-Project Defect Prediction. COMPSAC (2015)
Xinli Yang, David Lo, Xin Xia, Yun Zhang, Jianling Sun
Deep Learning for Just-in-Time Defect Prediction. QRS (2015)
Qinglin Cai, Ling Chen, Jianling Sun
Piecewise Factorization for Time Series Classification. IC3K (2015)
Yun Zhang, David Lo, Xin Xia, Bowen Xu, Jianling Sun, Shanping Li
Combining Software Metrics and Text Features for Vulnerable File Prediction. ICECCS (2015)
Chenyi Zhang, Xueyi Zhao, Ke Wang, Jianling Sun
Content + Attributes: A Latent Factor Model for Recommending Scientific Papers in Heterogeneous Academic Networks. ECIR (2014)
Xinyu Wang, David Lo, Xin Xia, Xingen Wang, Pavneet Singh Kochhar, Yuan Tian, Xiaohu Yang, Shanping Li, Jianling Sun, Bo Zhou
BOAT: an experimental platform for researchers to comparatively and reproducibly evaluate bug localization techniques. ICSE Companion (2014)
Chenyi Zhang, Ke Wang, Hongkun Yu, Jianling Sun, Ee-Peng Lim
Latent Factor Transition for Dynamic Collaborative Filtering. SDM (2014)
Chenyi Zhang, Jianling Sun, Ke Wang
Information propagation in microblog networks. ASONAM (2013)
Xin Xia, David Lo, Xinyu Wang, Xiaohu Yang, Shanping Li, Jianling Sun
A Comparative Study of Supervised Learning Algorithms for Re-opened Bug Prediction. CSMR (2013)
Chenyi Zhang, Jianling Sun
Large scale microblog mining using distributed MB-LDA. WWW (Companion Volume) (2012)
Xiao Yang, Jianling Sun
An analytical performance model of MapReduce. CCIS (2011)
Shuai Zhang, Jianling Sun, Dongming Lu, Yuanhong Shen, Aleksander J. Kavs
Performance Optimization for Composite Services in Multiple Networks Environment. SERVICES (2010)
Chao Huang, Jianling Sun, Xinyu Wang, Di Wu
Inconsistency Resolution Method for RBAC Based Interoperation. IEICE Trans. Inf. Syst. (5) (2010)
Jianling Sun, Hui Gao, Xiao Yang
Towards a Quality-Oriented Real-Time Web Crawler. WISM (2010)
Chao Huang, Jianling Sun, Xinyu Wang, Yuanjie Si
Minimal role mining method for Web service composition. J. Zhejiang Univ. Sci. C 11 (5) (2010)
Liang Zhou, Jianling Sun
A Field-Oriented Approach to Web Form Validation for Database-Isolated Rule. SMC (2009)
Chao Huang, Jianling Sun, Xinyu Wang, Yuanjie Si, Di Wu
Preprocessing the noise in legacy user permission assignment data for role mining - An industrial practice. ICSM (2009)
Chao Huang, Jianling Sun, Xinyu Wang, Yuanjie Si
Selective Regression Test for Access Control System Employing RBAC. ISA (2009)
Xinyu Wang, Jianling Sun, Xiaohu Yang, Chao Huang, Di Wu
Security Violation Detection for RBAC Based Interoperation in Distributed Environment. IEICE Trans. Inf. Syst. (5) (2008)
Xinyu Wang, Jianling Sun, Xiaohu Yang
Experience Report: Reengineering Standalone System into the Service-Partition Distributed Environment. ICSM (2007)
Xinyu Wang, Jianling Sun, Xiaohu Yang, Chao Huang, Zhijun He, Srinivasa R. Maddineni
Reengineering standalone C++ legacy systems into the J2EE partition distributed environment. ICSE (2006)
Xinyu Wang, Jianling Sun, Xiaohu Yang, Zhijun He, Srinivasa R. Maddineni
Business Rules Extraction from Large Legacy Systems. CSMR (2004)
Xinyu Wang, Jianling Sun, Xiaohu Yang, Zhijun He, Srinivasa R. Maddineni
Human factors in extracting business rules from legacy systems. SMC (1) (2004)
Xinyu Wang, Jianling Sun, Xiaohu Yang, Zhijun He, Srinivasa R. Maddineni
Automatically identifying domain variables based on data dependence graph. SMC (4) (2004)
Jianling Sun, Zhijun He
Transparent Access to Persistent Objects in Object-Oriented Databases. TOOLS (24) (1997)