An Event and Service Interacting Model and Event Detection Based on the Broker/Service Model. - Ping-Peng Yuan; Gang Chen 001; Jinxiang Dong; Weili Han (CSCWD, 2001)

Petri-net-based Context-related Access Control in Workflow Environment. - Xin Dong 003; Gang Chen 001; Jianwei Yin; Jinxiang Dong (CSCWD, 2002)

Research on an Event Specification for Event-Based Collaboration Support Software Architecture. - Ping-Peng Yuan; Gang Chen 001; Jinxiang Dong; Weili Han (CSCWD, 2002)

A Segmentation Algorithmfor Jacquard Images Based on Mumford-ShahModel. - Zhilin Feng; Jianwei Yin; Gang Chen 001; Yang Liu; Jinxiang Dong (Eurographics Multimedia Workshop, 2004)

A logical replication-based intrusion detection approach for CSCW system. - Ke Chen 005; Gang Chen 001; Tianlei Hu; Jinxiang Dong (CSCWD (2), 2005)

An adaptive load balancing framework for parallel database systems based on collaborative agents. - Tianlei Hu; Gang Chen 001; Ke Chen 005; Jinxiang Dong (CSCWD (1), 2005)

A workflow-based distributed multidisciplinary design optimization framework. - Dongcai Shi; Jianwei Yin; Gang Chen 001; Jinxiang Dong (CSCWD (1), 2005)

DXEC: integrating database, XML and email for collaboration. - Yuan Wang 003; Gang Chen 001; Jinxiang Dong (CSCWD (1), 2005)

Complicated product oriented collaborative document management system. - Li Zhu; Jianwei Yin; Gang Chen 001; Jinxiang Dong (CSCWD (2), 2005)

An Immunity-Based Intrusion Detection Solution for Database Systems. - Ke Chen 005; Gang Chen 001; Jinxiang Dong (WAIM, 2005)

Watermarking Abstract Tree-Structured Data. - Gang Chen 001; Ke Chen 005; Tianlei Hu; Jinxiang Dong (WAIM, 2005)

GARWM: Towards a Generalized and Adaptive Watermark Scheme for Relational Data. - Tianlei Hu; Gang Chen 001; Ke Chen 005; Jinxiang Dong (WAIM, 2005)

Self-adaptive Statistics Management for Efficient Query Processing. - Xiaojing Li; Gang Chen 001; Jinxiang Dong; Yuan Wang 003 (WAIM, 2005)

MPX: A Multiversion Concurrency Control Protocol for XML Documents. - Yuan Wang 003; Gang Chen 001; Jinxiang Dong (WAIM, 2005)

A State-Transfer-Based Dynamic Policy Approach for Constraints in RBAC. - Cheng Zang; Zhongdong Huang; Gang Chen 001; Jinxiang Dong (WAIM, 2005)

A Database Encryption Scheme for Enhanced Security and Easy Sharing. - Gang Chen 001; Ke Chen 005; Jinxiang Dong (CSCWD, 2006)

Resilient Rights Protection for Product Data. - Ke Chen 005; Gang Chen 001; Tianlei Hu; Jinxiang Dong (CSCWD, 2006)

A Fractal Watermark Solution for Product Data. - Ke Chen 005; Gang Chen 001; Cheng Zang; Jinxiang Dong (CSCWD (Selected Papers), 2006)

Collaborative Agents Supported Automatic Physical Database Design Based on Description Logics Reasoning. - Tianlei Hu; Gang Chen 001; Yin-Jie Hong; Xiaolong Zhang 008; Jinxiang Dong (CSCWD, 2006)

A Web-based Framework For On-line Collaborative Learning. - Lidan Shou; Bin Cui 001; Gang Chen 001; Jinxiang Dong (CSCWD, 2006)

An Index Scheme for XML Documents Based on Relationship Joins. - Chengwen Wu; Jinxiang Dong; Gang Chen 001; Lihua Yu (CSCWD, 2006)

Securely Sharing Data in Encrypted Databases. - Lihua Yu; Gang Chen 001; Ke Chen 005; Jinxiang Dong (CSCWD, 2006)

A Network Access Control Architecture Using State-Transfer-Based Dynamic Policy. - Cheng Zang; Zhongdong Huang; Gang Chen 001; Jinxiang Dong (CSCWD, 2006)

A Semantic Web-based Architecture for Collaborative Multi-Agent Functional Modeling in Design. - Li Zhang; Wenyu Zhang; Gang Chen 001; Yuzhu Wang; Jinxiang Dong (CSCWD, 2006)

A Fuzzy Contrast Model to Measure Semantic Similarity Between OWL DL Concepts. - Ming Qiu; Gang Chen 001; Jinxiang Dong (FSKD, 2006)

Classifying Motion Time Series Using Neural Networks. - Lidan Shou; Ge Gao; Gang Chen 001; Jinxiang Dong (PCM, 2006)

HISA: A Query System Bridging The Semantic Gap For Large Image Databases. - Gang Chen 001; Xiaoyan Li; Lidan Shou; Jinxiang Dong; Chun Chen 001 (VLDB, 2006)

Classifying E-Mails Via Support Vector Machine. - Lidan Shou; Bin Cui 001; Gang Chen 001; Jinxiang Dong (WAIM, 2006)

A Latent Image Semantic Indexing Scheme for Image Retrieval on the Web. - Xiaoyan Li; Lidan Shou; Gang Chen 001; Lujiang Ou (WISE, 2006)

A Caching System for XML Queries Using Frequent Query Patterns. - Yijun Bei; Gang Chen 001; Tianlei Hu; Jinxiang Dong (CSCWD, 2007)

Accelerating Parent-Child Path Matching in XML. - Feng Shao; Gang Chen 001; Lihua Yu; Yijun Bei; Jinxiang Dong (CSCWD, 2007)

MSFSS: A Storage System for Mass Small Files. - Lihua Yu; Gang Chen 001; Wei Wang 059; Jinxiang Dong (CSCWD, 2007)

An Image-Semantic Ontological Framework for Large Image Databases. - Xiaoyan Li; Lidan Shou; Gang Chen 001; Kian-Lee Tan (DASFAA, 2007)

MIME: A Dynamic Index Scheme for Multi-dimensional Query in Mobile P2P Networks. - Ping Wang; Lidan Shou; Gang Chen 001; Jinxiang Dong (DASFAA, 2007)

Improving XML Querying with Maximal Frequent Query Patterns. - Yijun Bei; Gang Chen 001; Jinxiang Dong (International Conference on Computational Science (1), 2007)

Accelerating XML Structural Matching Using Suffix Bitmaps. - Feng Shao; Gang Chen 001; Jinxiang Dong (International Conference on Computational Science (1), 2007)

XML Query Recommendation Based On Association Rules. - Yijun Bei; Gang Chen 001; Lihua Yu; Feng Shao; Jinxiang Dong (SNPD (3), 2007)

Bitmap Filtering: An Efficient Speedup Method for XML Structural Matching. - Feng Shao; Gang Chen 001; Lihua Yu; Yijun Bei; Jinxiang Dong (SNPD (3), 2007)

OBSI: Object Based Storage System for Massive Image Databases. - Lihua Yu; Gang Chen 001; Yijun Bei; Feng Shao; Jinxiang Dong (SNPD (1), 2007)

BUXMiner: An Efficient Bottom-Up Approach to Mining XML Query Patterns. - Yijun Bei; Gang Chen 001; Jinxiang Dong (APWeb/WAIM, 2007)

Mining Infrequently-Accessed File Correlations in Distributed File System. - Lihua Yu; Gang Chen 001; Jinxiang Dong (APWeb/WAIM, 2007)

OTJFast: Processing Ordered XML Twig Join Fast. - Jinhua Jiang; Gang Chen 001; Lidan Shou; Ke Chen 005 (APSCC, 2008)

Efficient Holistic Twig Join Algorithm on XML Documents with Optimization Rules and Index. - Jinhua Jiang; Gang Chen 001; Lidan Shou; Ke Chen 005 (CW, 2008)

Query Triggered Crawling Strategy: Build a Time Sensitive Vertical Search Engine. - Yu Wu; Lidan Shou; Tianlei Hu; Gang Chen 001 (CW, 2008)

Pivotbrowser: a tag-space image searching prototype. - Xiaoyan Li; Lidan Shou; Gang Chen 001; Xiaolong Zhang 008; Tianlei Hu; Jinxiang Dong (WWW, 2008)

Adaptive Indexing of Moving Objects with Highly Variable Update Frequencies. - Nan Chen 008; Lidan Shou; Gang Chen 001; Jinxiang Dong (J. Comput. Sci. Technol., 2008)

Modeling Image Data for Effective Indexing and Retrieval in Large General Image Databases. - Xiaoyan Li; Lidan Shou; Gang Chen 001; Tianlei Hu; Jinxiang Dong (IEEE Trans. Knowl. Data Eng., 2008)

Cluster based rank query over multidimensional data streams. - Dengcheng He; Yongluan Zhou; Lidan Shou; Gang Chen 001 (CIKM, 2009)

Predictive Skyline Queries for Moving Objects. - Nan Chen 008; Lidan Shou; Gang Chen 001; Yunjun Gao; Jinxiang Dong (DASFAA, 2009)

PISA: Federated Search in P2P Networks with Uncooperative Peers. - Zujie Ren; Lidan Shou; Gang Chen 001; Chun Chen 001; Yijun Bei (DEXA, 2009)

Efficient Processing of Warping Time Series Join of Motion Capture Data. - Yueguo Chen; Gang Chen 001; Ke Chen 005; Beng Chin Ooi (ICDE, 2009)

Bottom-up discovery of frequent rooted unordered subtrees. - Yijun Bei; Gang Chen 001; Lidan Shou; Xiaoyan Li; Jinxiang Dong (Inf. Sci., 2009)

Heuristic Discovery of Role-Based Trust Chains in Peer-to-Peer Networks. - Ke Chen 005; Kai Hwang 001; Gang Chen 001 (IEEE Trans. Parallel Distributed Syst., 2009)

(k, P)-anonymity: towards pattern-preserving anonymity of time-series data. - Xuan Shang; Ke Chen 005; Lidan Shou; Gang Chen 001; Tianlei Hu (CIKM, 2010)

Attribute Outlier Detection over Data Streams. - Hui Cao; Yongluan Zhou; Lidan Shou; Gang Chen 001 (DASFAA (2), 2010)

Bs-tree: A Self-tuning Index of Moving Objects. - Nan Chen 008; Lidan Shou; Gang Chen 001; Ke Chen 005; Yunjun Gao (DASFAA (2), 2010)

Update Migration: An Efficient B+ Tree for Flash Storage. - Chang Xu; Lidan Shou; Gang Chen 001; Cheng Yan; Tianlei Hu (DASFAA (2), 2010)

iDISQUE: Tuning High-Dimensional Similarity Queries in DHT Networks. - Xiaolong Zhang 008; Lidan Shou; Kian-Lee Tan; Gang Chen 001 (DASFAA (1), 2010)

Towards Efficient Concurrent Scans on Flash Disks. - Chang Xu; Lidan Shou; Gang Chen 001; Wei Hu; Tianlei Hu; Ke Chen 005 (DEXA (1), 2010)

Providing Scalable Database Services on the Cloud. - Chun Chen 001; Gang Chen 001; Dawei Jiang; Beng Chin Ooi; Hoang Tam Vo; Sai Wu; Quanqing Xu (WISE, 2010)

Efficient mutual nearest neighbor query processing for moving object trajectories. - Yunjun Gao; Baihua Zheng; Gencai Chen; Qing Li 001; Chun Chen 001; Gang Chen 001 (Inf. Sci., 2010)

HAPS: Supporting Effective and Efficient Full-Text P2P Search with Peer Dynamics. - Zujie Ren; Ke Chen 005; Lidan Shou; Gang Chen 001; Yijun Bei; Xiaoyan Li (J. Comput. Sci. Technol., 2010)

Matching query processing in high-dimensional space. - Chunyang Ma; Yongluan Zhou; Lidan Shou; Dan Dai; Gang Chen 001 (CIKM, 2011)

Aggregate Farthest-Neighbor Queries over Spatial Data. - Yuan Gao; Lidan Shou; Ke Chen 005; Gang Chen 001 (DASFAA (2), 2011)

On efficient obstructed reverse nearest neighbor query processing. - Yunjun Gao; Jiacheng Yang; Gang Chen 001; Baihua Zheng; Chun Chen 001 (GIS, 2011)

HashFile: An efficient index structure for multimedia data. - Dongxiang Zhang; Divyakant Agrawal; Gang Chen 001; Anthony K. H. Tung (ICDE, 2011)

UPS: efficient privacy protection in personalized web search. - Gang Chen 001; He Bai 003; Lidan Shou; Ke Chen 005; Yunjun Gao (SIGIR, 2011)

What-you-retrieve-is-what-you-see: a preliminary cyber-physical search engine. - Lidan Shou; Ke Chen 005; Gang Chen 001; Chao Zhang 014; Yi Ma; Xian Zhang (SIGIR, 2011)

Location disambiguation for geo-tagged images. - Zhu Zhu; Lidan Shou; Kuang Mao; Gang Chen 001 (SIGIR, 2011)

A cross-service travel engine for trip planning. - Gang Chen 001; Chen Liu; Meiyu Lu; Beng Chin Ooi; Shanshan Ying; Anthony K. H. Tung; Dongxiang Zhang; Meihui Zhang 001 (SIGMOD Conference, 2011)

Top-k Similarity Search on Uncertain Trajectories. - Chunyang Ma; Hua Lu 001; Lidan Shou; Gang Chen 001; Shujie Chen (SSDBM, 2011)

PISA: A framework for integrating uncooperative peers into P2P-based federated search. - Gang Chen 001; Zujie Ren; Lidan Shou; Ke Chen 005; Yijun Bei (Comput. Commun., 2011)

Supporting multi-dimensional queries in mobile P2P network. - Lidan Shou; Xiaolong Zhang 008; Ping Wang; Gang Chen 001; Jinxiang Dong (Inf. Sci., 2011)

Index and retrieve the skyline based on dominance relationship. - Chang Xu; Lidan Shou; Gang Chen 001; Yunjun Gao (J. Zhejiang Univ. Sci. C, 2011)

A Framework for Supporting DBMS-like Indexes in the Cloud. - Gang Chen 001; Hoang Tam Vo; Sai Wu; Beng Chin Ooi; M. Tamer Özsu (Proc. VLDB Endow., 2011)

BROAD: Diversified Keyword Search in Databases. - Feng Zhao 009; Xiaolong Zhang 008; Anthony K. H. Tung; Gang Chen 001 (Proc. VLDB Endow., 2011)

MAP-JOIN-REDUCE: Toward Scalable and Efficient Data Analysis on Large Clusters. - David Jiang; Anthony K. H. Tung; Gang Chen 001 (IEEE Trans. Knowl. Data Eng., 2011)

Continuous nearest-neighbor search in the presence of obstacles. - Yunjun Gao; Baihua Zheng; Gang Chen 001; Chun Chen 001; Qing Li 001 (ACM Trans. Database Syst., 2011)

Evaluating geo-social influence in location-based social networks. - Chao Zhang 014; Lidan Shou; Ke Chen 005; Gang Chen 001; Yijun Bei (CIKM, 2012)

On Efficient Reverse k-Skyband Query Processing. - Qing Liu 008; Yunjun Gao; Gang Chen 001; Qing Li 001; Tao Jiang 013 (DASFAA (1), 2012)

All-Visible-k-Nearest-Neighbor Queries. - Yafei Wang; Yunjun Gao; Lu Chen 001; Gang Chen 001; Qing Li 001 (DEXA (2), 2012)

BestPeer++: A Peer-to-Peer Based Large-Scale Data Processing Platform. - Gang Chen 001; Tianlei Hu; Dawei Jiang; Peng Lu; Kian-Lee Tan; Hoang Tam Vo; Sai Wu (ICDE, 2012)

Pictune: situational music recommendation from geotagged pictures. - Ke Chen 005; Gang Chen 001; Lidan Shou; Fei Xia (SIGIR, 2012)

myDJ: recommending karaoke songs from one's own voice. - Kuang Mao; Xinyuan Luo; Ke Chen 005; Gang Chen 001; Lidan Shou (SIGIR, 2012)

See-to-retrieve: efficient processing of spatio-visual keyword queries. - Chao Zhang 014; Lidan Shou; Ke Chen 005; Gang Chen 001 (SIGIR, 2012)

DuoWave: Mitigating the curse of dimensionality for uncertain data. - Chunyang Ma; Rui Zhang 003; Xuemin Lin 001; Gang Chen 001 (Data Knowl. Eng., 2012)

E3: an Elastic Execution Engine for Scalable Data Processing. - Gang Chen 001; Ke Chen 005; Dawei Jiang; Beng Chin Ooi; Lei Shi; Hoang Tam Vo; Sai Wu (Inf. Media Technol., 2012)

MUD: Mapping-based query processing for high-dimensional uncertain data. - Lidan Shou; Xiaolong Zhang 008; Gang Chen 001; Yuan Gao; Ke Chen 005 (Inf. Sci., 2012)

Efficient processing of probabilistic set-containment queries on uncertain set-valued data. - Xiaolong Zhang 008; Ke Chen 005; Lidan Shou; Gang Chen 001; Yuan Gao; Kian-Lee Tan (Inf. Sci., 2012)

E3: an Elastic Execution Engine for Scalable Data Processing. - Gang Chen 001; Ke Chen 005; Dawei Jiang; Beng Chin Ooi; Lei Shi; Hoang Tam Vo; Sai Wu (J. Inf. Process., 2012)

PRISMO: predictive skyline query processing over moving objects. - Nan Chen 008; Lidan Shou; Gang Chen 001; Yunjun Gao; Jinxiang Dong (J. Zhejiang Univ. Sci. C, 2012)

LogBase: A Scalable Log-structured Database System in the Cloud. - Hoang Tam Vo; Sheng Wang 011; Divyakant Agrawal; Gang Chen 001; Beng Chin Ooi (Proc. VLDB Endow., 2012)

Efficiently extracting frequent subgraphs using MapReduce. - Wei Lu 015; Gang Chen 001; Anthony K. H. Tung; Feng Zhao 009 (IEEE BigData, 2013)

On Efficient k-Skyband Query Processing over Incomplete Data. - Xiaoye Miao; Yunjun Gao; Lu Chen 001; Gang Chen 001; Qing Li 001; Tao Jiang 013 (DASFAA (1), 2013)

A generic framework for cyber-physical web. - Xiaoling Gu; Lidan Shou; Hua Lu 001; Gang Chen 001 (MCS@Middleware, 2013)

Mapping queries to questions: towards understanding users' information needs. - Yunjun Gao; Lu Chen 001; Rui Li; Gang Chen 001 (SIGIR, 2013)

The knowing camera: recognizing places-of-interest in smartphone photos. - Pai Peng; Lidan Shou; Ke Chen 005; Gang Chen 001; Sai Wu (SIGIR, 2013)

Competence-based song recommendation. - Lidan Shou; Kuang Mao; Xinyuan Luo; Ke Chen 005; Gang Chen 001; Tianlei Hu (SIGIR, 2013)

Sumblr: continuous summarization of evolving tweet streams. - Lidan Shou; Zhenhua Wang; Ke Chen 005; Gang Chen 001 (SIGIR, 2013)

An online cost sensitive decision-making method in crowdsourcing systems. - Jinyang Gao; Xuan Liu; Beng Chin Ooi; Haixun Wang; Gang Chen 001 (SIGMOD Conference, 2013)

KSQ: Top-(k) Similarity Query on Uncertain Trajectories. - Chunyang Ma; Hua Lu 001; Lidan Shou; Gang Chen 001 (IEEE Trans. Knowl. Data Eng., 2013)

Supporting Pattern-Preserving Anonymization for Time-Series Data. - Lidan Shou; Xuan Shang; Ke Chen 005; Gang Chen 001; Chao Zhang 014 (IEEE Trans. Knowl. Data Eng., 2013)

An Efficient Graph Processing System. - Xianke Zhou; Pengfei Chang; Gang Chen 001 (APWeb, 2014)

Sequence Pattern Matching over Time-Series Data with Temporal Uncertainty. - Yongluan Zhou; Chunyang Ma; Qingsong Guo; Lidan Shou; Gang Chen 001 (EDBT, 2014)

R-Store: A scalable distributed system for supporting real-time analytics. - Feng Li; M. Tamer Özsu; Gang Chen 001; Beng Chin Ooi (ICDE, 2014)

Song Recommendation for Social Singing Community. - Kuang Mao; Ju Fan; Lidan Shou; Gang Chen 001; Mohan S. Kankanhalli (ACM Multimedia, 2014)

The knowing camera 2: recognizing and annotating places-of-interest in smartphone photos. - Pai Peng; Lidan Shou; Ke Chen 005; Gang Chen 001; Sai Wu (SIGIR, 2014)

On efficient reverse skyline query processing. - Yunjun Gao; Qing Liu 008; Baihua Zheng; Gang Chen 001 (Expert Syst. Appl., 2014)

Processing k-skyband, constrained skyline, and group-by skyline queries on incomplete data. - Yunjun Gao; Xiaoye Miao; Huiyong Cui; Gang Chen 001; Qing Li 001 (Expert Syst. Appl., 2014)

kNN processing with co-space distance in SoLoMo systems. - Xianke Zhou; Sai Wu; Gang Chen 001; Lidan Shou (Expert Syst. Appl., 2014)

Real-time recommendation for microblogs. - Xianke Zhou; Sai Wu; Chun Chen 001; Gang Chen 001; Shanshan Ying (Inf. Sci., 2014)

epiC: an Extensible and Scalable System for Processing Big Data. - Dawei Jiang; Gang Chen 001; Beng Chin Ooi; Kian-Lee Tan; Sai Wu (Proc. VLDB Endow., 2014)

ScalaGiST: Scalable Generalized Search Trees for MapReduce Systems [Innovative Systems Paper]. - Peng Lu; Gang Chen 001; Beng Chin Ooi; Hoang Tam Vo; Sai Wu (Proc. VLDB Endow., 2014)

Fast Failure Recovery in Distributed Graph Processing Systems. - Yanyan Shen; Gang Chen 001; H. V. Jagadish; Wei Lu 015; Beng Chin Ooi; Bogdan Marius Tudor (Proc. VLDB Endow., 2014)

yzBigData: Provisioning Customizable Solution for Big Data. - Sai Wu; Gang Chen 001; Ke Chen 005; Lidan Shou; Hui Cao; He Bai 003 (Proc. VLDB Endow., 2014)

Efficient In-memory Data Management: An Analysis. - Hao Zhang 029; Bogdan Marius Tudor; Gang Chen 001; Beng Chin Ooi (Proc. VLDB Endow., 2014)

Contextual crowd intelligence. - Beng Chin Ooi; Kian-Lee Tan; Quoc Trung Tran; James Wei Luen Yip; Gang Chen 001; Zheng Jye Ling; Thi Nguyen; Anthony K. H. Tung; Meihui Zhang 001 (SIGKDD Explor., 2014)

Automatic Itinerary Planning for Traveling Services. - Gang Chen 001; Sai Wu; Jingbo Zhou; Anthony K. H. Tung (IEEE Trans. Knowl. Data Eng., 2014)

BestPeer++: A Peer-to-Peer BasedLarge-Scale Data Processing Platform. - Gang Chen 001; Tianlei Hu; Dawei Jiang; Peng Lu; Kian-Lee Tan; Hoang Tam Vo; Sai Wu (IEEE Trans. Knowl. Data Eng., 2014)

Supporting Privacy Protection in Personalized Web Search. - Lidan Shou; He Bai 003; Ke Chen 005; Gang Chen 001 (IEEE Trans. Knowl. Data Eng., 2014)

DeepCamera: A Unified Framework for Recognizing Places-of-Interest based on Deep ConvNets. - Pai Peng; Hongxiang Chen; Lidan Shou; Ke Chen 005; Gang Chen 001; Chang Xu (CIKM, 2015)

Toward the New Item Problem: Context-Enhanced Event Recommendation in Event-Based Social Networks. - Zhenhua Wang; Ping He; Lidan Shou; Ke Chen 005; Sai Wu; Gang Chen 001 (ECIR, 2015)

E2C2: efficient and effective camera calibration in indoor environments. - Huan Li 003; Pai Peng; Hua Lu 001; Lidan Shou; Ke Chen 005; Gang Chen 001 (UbiComp/ISWC Adjunct, 2015)

Efficient metric indexing for similarity search. - Lu Chen 001; Yunjun Gao; Xinhan Li; Christian S. Jensen; Gang Chen 001 (ICDE, 2015)

PABIRS: A data access middleware for distributed file systems. - Sai Wu; Gang Chen 001; Xianke Zhou; Zhenjie Zhang; Anthony K. H. Tung; Marianne Winslett (ICDE, 2015)

"Anti-Caching"-based elastic memory management for Big Data. - Hao Zhang 029; Gang Chen 001; Beng Chin Ooi; Weng-Fai Wong; Shensen Wu; Yubin Xia (ICDE, 2015)

Cross-Scenario Eyeglasses Retrieval via EGYPT Model. - Xiaoling Gu; Pai Peng; Mengwen Li; Sai Wu; Lidan Shou; Gang Chen 001 (ICMR, 2015)

SINGA: A Distributed Deep Learning Platform. - Beng Chin Ooi; Kian-Lee Tan; Sheng Wang 011; Wei Wang 059; Qingchao Cai; Gang Chen 001; Jinyang Gao; Zhaojing Luo; Anthony K. H. Tung; Yuan Wang 003; Zhongle Xie; Meihui Zhang 001; et al. (ACM Multimedia, 2015)

SINGA: Putting Deep Learning in the Hands of Multimedia Users. - Wei Wang 059; Gang Chen 001; Tien Tuan Anh Dinh; Jinyang Gao; Beng Chin Ooi; Kian-Lee Tan; Sheng Wang 011 (ACM Multimedia, 2015)

Indexing Metric Uncertain Data for Range Queries. - Lu Chen 001; Yunjun Gao; Xinhan Li; Christian S. Jensen; Gang Chen 001; Baihua Zheng (SIGMOD Conference, 2015)

The Evolvement of Big Data Systems: From the Perspective of an Information Security Application. - Gang Chen 001; Sai Wu; Yuan Wang 003 (Big Data Res., 2015)

Adaptive Logging for Distributed In-memory Databases. - Chang Yao; Divyakant Agrawal; Gang Chen 001; Beng Chin Ooi; Sai Wu (CoRR, 2015)

DGCC: A New Dependency Graph based Concurrency Control Protocol for Multicore Database Systems. - Chang Yao; Divyakant Agrawal; Pengfei Chang; Gang Chen 001; Beng Chin Ooi; Weng-Fai Wong; Meihui Zhang 001 (CoRR, 2015)

On processing reverse k-skyband and ranked reverse skyline queries. - Yunjun Gao; Qing Liu 008; Baihua Zheng; Li Mou; Gang Chen 001; Qing Li 001 (Inf. Sci., 2015)

PROM: Efficient matching query processing on high-dimensional data. - Chunyang Ma; Yongluan Zhou; Lidan Shou; Gang Chen 001 (Inf. Sci., 2015)

Efficient algorithms for finding the most desirable skyline objects. - Yunjun Gao; Qing Liu 008; Lu Chen 001; Gang Chen 001; Qing Li 001 (Knowl. Based Syst., 2015)

I2RS: A Distributed Geo-Textual Image Retrieval and Recommendation System. - Lu Chen 001; Yunjun Gao; Zhihao Xing; Christian S. Jensen; Gang Chen 001 (Proc. VLDB Endow., 2015)

Answering Why-not Questions on Reverse Top-k Queries. - Yunjun Gao; Qing Liu 008; Gang Chen 001; Baihua Zheng; Linlin Zhou (Proc. VLDB Endow., 2015)

Efficient Reverse Top-k Boolean Spatial Keyword Queries on Road Networks. - Yunjun Gao; Xu Qin; Baihua Zheng; Gang Chen 001 (IEEE Trans. Knowl. Data Eng., 2015)

On Summarization and Timeline Generation for Evolutionary Tweet Streams. - Zhenhua Wang; Lidan Shou; Ke Chen 005; Gang Chen 001; Sharad Mehrotra (IEEE Trans. Knowl. Data Eng., 2015)

HM: A Column-Oriented MapReduce System on Hybrid Storage. - Sai Wu; Gang Chen 001; Ke Chen 005; Feng Li; Lidan Shou (IEEE Trans. Knowl. Data Eng., 2015)

In-Memory Big Data Management and Processing: A Survey. - Hao Zhang 029; Gang Chen 001; Beng Chin Ooi; Kian-Lee Tan; Meihui Zhang 001 (IEEE Trans. Knowl. Data Eng., 2015)

Competence-Based Song Recommendation: Matching Songs to One's Singing Skill. - Kuang Mao; Lidan Shou; Ju Fan; Gang Chen 001; Mohan S. Kankanhalli (IEEE Trans. Multim., 2015)

Efficient k-closest pair queries in general metric spaces. - Yunjun Gao; Lu Chen 001; Xinhan Li; Bin Yao 002; Gang Chen 001 (VLDB J., 2015)

Answering why-not questions on metric probabilistic range queries. - Lu Chen 001; Yunjun Gao; Kai Wang; Christian S. Jensen; Gang Chen 001 (ICDE, 2016)

Personal recommendation using deep recurrent neural networks in NetEase. - Sai Wu; Weichao Ren; Chengchao Yu; Gang Chen 001; Dongxiang Zhang; Jingbo Zhu (ICDE, 2016)

iGlasses: A Novel Recommendation System for Best-fit Glasses. - Xiaoling Gu; Lidan Shou; Pai Peng; Ke Chen 005; Sai Wu; Gang Chen 001 (SIGIR, 2016)

Towards a Non-2PC Transaction Management in Distributed Database Systems. - Qian Lin 002; Pengfei Chang; Gang Chen 001; Beng Chin Ooi; Kian-Lee Tan; Zhengkui Wang (SIGMOD Conference, 2016)

Adaptive Logging: Optimizing Logging and Recovery Costs in Distributed In-memory Databases. - Chang Yao; Divyakant Agrawal; Gang Chen 001; Beng Chin Ooi; Sai Wu (SIGMOD Conference, 2016)

Cohort Query Processing. - Dawei Jiang; Qingchao Cai; Gang Chen 001; Beng Chin Ooi; Kian-Lee Tan; Anthony K. H. Tung (CoRR, 2016)

Deep Learning At Scale and At Ease. - Wei Wang 059; Gang Chen 001; Haibo Chen 001; Tien Tuan Anh Dinh; Jinyang Gao; Beng Chin Ooi; Kian-Lee Tan; Sheng Wang 011 (CoRR, 2016)

k-dominant skyline queries on incomplete data. - Xiaoye Miao; Yunjun Gao; Gang Chen 001; Tianyi Zhang 003 (Inf. Sci., 2016)

Cohort Query Processing. - Dawei Jiang; Qingchao Cai; Gang Chen 001; H. V. Jagadish; Beng Chin Ooi; Kian-Lee Tan; Anthony K. H. Tung (Proc. VLDB Endow., 2016)

Vita: A Versatile Toolkit for Generating Indoor Mobility Data for Real-World Buildings. - Huan Li 003; Hua Lu 001; Xin Chen; Gang Chen 001; Ke Chen 005; Lidan Shou (Proc. VLDB Endow., 2016)

SI2P: A Restaurant Recommendation System Using Preference Queries over Incomplete Information. - Xiaoye Miao; Yunjun Gao; Gang Chen 001; Huiyong Cui; Chong Guo; Weida Pan (Proc. VLDB Endow., 2016)

Database Meets Deep Learning: Challenges and Opportunities. - Wei Wang 059; Meihui Zhang 001; Gang Chen 001; H. V. Jagadish; Beng Chin Ooi; Kian-Lee Tan (SIGMOD Rec., 2016)

Music recommendation using graph based quality model. - Kuang Mao; Gang Chen 001; Yuxing Hu; Luming Zhang (Signal Process., 2016)

Processing Incomplete k Nearest Neighbor Search. - Xiaoye Miao; Yunjun Gao; Gang Chen 001; Baihua Zheng; Huiyong Cui (IEEE Trans. Fuzzy Syst., 2016)

Efficient Collective Spatial Keyword Query Processing on Road Networks. - Yunjun Gao; Jingwen Zhao; Baihua Zheng; Gang Chen 001 (IEEE Trans. Intell. Transp. Syst., 2016)

Metric All-k-Nearest-Neighbor Search. - Lu Chen 001; Yunjun Gao; Gang Chen 001; Haida Zhang (IEEE Trans. Knowl. Data Eng., 2016)

Finding Causality and Responsibility for Probabilistic Reverse Skyline Query Non-Answers. - Yunjun Gao; Qing Liu 008; Gang Chen 001; Linlin Zhou; Baihua Zheng (IEEE Trans. Knowl. Data Eng., 2016)

Top-k Dominating Queries on Incomplete Data. - Xiaoye Miao; Yunjun Gao; Baihua Zheng; Gang Chen 001; Huiyong Cui (IEEE Trans. Knowl. Data Eng., 2016)

KISS: Knowing Camera Prototype System for Recognizing and Annotating Places-of-Interest. - Pai Peng; Lidan Shou; Ke Chen 005; Gang Chen 001; Sai Wu (IEEE Trans. Knowl. Data Eng., 2016)

Exploiting Single-Threaded Model in Multi-Core In-Memory Systems. - Chang Yao; Divyakant Agrawal; Gang Chen 001; Qian Lin 002; Beng Chin Ooi; Weng-Fai Wong; Meihui Zhang 001 (IEEE Trans. Knowl. Data Eng., 2016)

Deep Learning at Scale and at Ease. - Wei Wang 059; Gang Chen 001; Haibo Chen 001; Tien Tuan Anh Dinh; Jinyang Gao; Beng Chin Ooi; Kian-Lee Tan; Sheng Wang 011; Meihui Zhang 001 (ACM Trans. Multim. Comput. Commun. Appl., 2016)

epiC: an extensible and scalable system for processing Big Data. - Dawei Jiang; Sai Wu; Gang Chen 001; Beng Chin Ooi; Kian-Lee Tan; Jun Xu 027 (VLDB J., 2016)

Answering why-not and why questions on reverse top-k queries. - Qing Liu 008; Yunjun Gao; Gang Chen 001; Baihua Zheng; Linlin Zhou (VLDB J., 2016)

Big Healthcare Data Analytics: Challenges and Applications. - Chonho Lee; Zhaojing Luo; Kee Yuan Ngiam; Meihui Zhang 001; Kaiping Zheng; Gang Chen 001; Beng Chin Ooi; James Wei Luen Yip (Handbook of Large-Scale Distributed Computing in Smart Healthcare, 2017)

A New Approach to Compute CNNs for Extremely Large Images. - Sai Wu; Mengdan Zhang; Gang Chen 001; Ke Chen 005 (CIKM, 2017)

IS2R: A System for Refining Reverse Top-k Queries. - Qing Liu 008; Yunjun Gao; Linlin Zhou; Gang Chen 001 (ICDE, 2017)

Reverse Top-k Geo-Social Keyword Queries in Road Networks. - Jingwen Zhao; Yunjun Gao; Gang Chen 001; Christian S. Jensen; Rui Chen; Deng Cai 001 (ICDE, 2017)

Visible Nearest Neighbor Search for Objects Moving on Consecutive Trajectories. - Xinyuan Luo; Ke Chen 005; Guifeng Pang; Lidan Shou; Gang Chen 001 (ISPA/IUCC, 2017)

Understanding Fashion Trends from Street Photos via Neighbor-Constrained Embedding Learning. - Xiaoling Gu; Yongkang Wong; Pai Peng; Lidan Shou; Gang Chen 001; Mohan S. Kankanhalli (ACM Multimedia, 2017)

BLOCKBENCH: A Framework for Analyzing Private Blockchains. - Tien Tuan Anh Dinh; Ji Wang 006; Gang Chen 001; Rui Liu 002; Beng Chin Ooi; Kian-Lee Tan (SIGMOD Conference, 2017)

A fine grained digital textile printing system based on image registration. - Jinxiong Ren; Gang Chen 001; Xiaoyan Li (Comput. Ind., 2017)

DTNC: A New Server-side Data Cleansing Framework for Cellular Trajectory Services. - Jian Dai; Fei He; Wang-Chien Lee; Gang Chen 001; Beng Chin Ooi (CoRR, 2017)

UStore: A Distributed Storage With Rich Semantics. - Tien Tuan Anh Dinh; Ji Wang 006; Sheng Wang 011; Gang Chen 001; Wei-Ngan Chin; Qian Lin 002; Beng Chin Ooi; Pingcheng Ruan; Kian-Lee Tan; Zhongle Xie; Hao Zhang 029; Meihui Zhang 001 (CoRR, 2017)

CSIR4G: An effective and efficient cross-scenario image retrieval model for glasses. - Xiaoling Gu; Sai Wu; Pai Peng; Lidan Shou; Ke Chen 005; Gang Chen 001 (Inf. Sci., 2017)

FlashView: An Interactive Visual Explorer for Raw Data. - Zhifei Pang; Sai Wu; Gang Chen 001; Ke Chen 005; Lidan Shou (Proc. VLDB Endow., 2017)

Robust, Efficient Depth Reconstruction With Hierarchical Confidence-Based Matching. - Li Sun; Ke Chen 005; Mingli Song; Dacheng Tao; Gang Chen 001; Chun Chen 001 (IEEE Trans. Image Process., 2017)

Efficient Metric Indexing for Similarity Search and Similarity Joins. - Lu Chen 001; Yunjun Gao; Xinhan Li; Christian S. Jensen; Gang Chen 001 (IEEE Trans. Knowl. Data Eng., 2017)

Metric Similarity Joins Using MapReduce. - Gang Chen 001; Keyu Yang; Lu Chen 001; Yunjun Gao; Baihua Zheng; Chun Chen 001 (IEEE Trans. Knowl. Data Eng., 2017)

Time-Aware Boolean Spatial Keyword Queries. - Gang Chen 001; Jingwen Zhao; Yunjun Gao; Lei Chen 002; Rui Chen (IEEE Trans. Knowl. Data Eng., 2017)

Indexing metric uncertain data for range queries and range joins. - Lu Chen 001; Yunjun Gao; Aoxiao Zhong; Christian S. Jensen; Gang Chen 001; Baihua Zheng (VLDB J., 2017)

On efficiently finding reverse k-nearest neighbors over uncertain graphs. - Yunjun Gao; Xiaoye Miao; Gang Chen 001; Baihua Zheng; Deng Cai 001; Huiyong Cui (VLDB J., 2017)

Metric Similarity Joins Using MapReduce (Extended Abstract). - Gang Chen 001; Keyu Yang; Lu Chen 001; Yunjun Gao; Baihua Zheng; Chun Chen 001 (ICDE, 2018)

Time-Aware Boolean Spatial Keyword Queries (Extended Abstract). - Gang Chen 001; Jingwen Zhao; Yunjun Gao; Lei Chen 002; Rui Chen (ICDE, 2018)

On the Design of Adaptive and Speculative Concurrency Control in Distributed Databases. - Qian Lin 002; Gang Chen 001; Meihui Zhang 001 (ICDE, 2018)

Adaptive Lightweight Regularization Tool for Complex Analytics. - Zhaojing Luo; Shaofeng Cai; Jinyang Gao; Meihui Zhang 001; Kee Yuan Ngiam; Gang Chen 001; Wang-Chien Lee (ICDE, 2018)

A Comprehensive Performance Evaluation of Modern In-Memory Indices. - Zhongle Xie; Qingchao Cai; Gang Chen 001; Rui Mao 001; Meihui Zhang 001 (ICDE, 2018)

Why-Not Questions on Top-k Geo-Social Keyword Queries in Road Networks. - Jingwen Zhao; Yunjun Gao; Gang Chen 001; Rui Chen (ICDE, 2018)

Fine-grained Concept Linking using Neural Networks in Healthcare. - Jian Dai; Meihui Zhang 001; Gang Chen 001; Ju Fan; Kee Yuan Ngiam; Beng Chin Ooi (SIGMOD Conference, 2018)

ForkBase: An Efficient Storage Engine for Blockchain and Forkable Applications. - Sheng Wang 011; Tien Tuan Anh Dinh; Qian Lin 002; Zhongle Xie; Meihui Zhang 001; Qingchao Cai; Gang Chen 001; Wanzeng Fu; Beng Chin Ooi; Pingcheng Ruan (CoRR, 2018)

Rafiki: Machine Learning as an Analytics Service System. - Wei Wang 059; Sheng Wang 011; Jinyang Gao; Meihui Zhang 001; Gang Chen 001; Teck Khim Ng; Beng Chin Ooi (CoRR, 2018)

PANDA: Facilitating Usable AI Development. - Jinyang Gao; Wei Wang 059; Meihui Zhang 001; Gang Chen 001; H. V. Jagadish; Guoliang Li 001; Teck Khim Ng; Beng Chin Ooi; Sheng Wang 011; Jingren Zhou 001 (CoRR, 2018)

DIM: a distributed air index based on MapReduce for spatial query processing in road networks. - Ran Jin; Gang Chen 001; Anthony K. H. Tung; Lidan Shou; Beng Chin Ooi; Yuting Gu (EURASIP J. Wirel. Commun. Netw., 2018)

An Optimized Iterative Semantic Compression Algorithm And Parallel Processing for Large Scale Data. - Ran Jin; Gang Chen 001; Anthony K. H. Tung; Lidan Shou; Beng Chin Ooi (KSII Trans. Internet Inf. Syst., 2018)

Where Do Local Experts Go? Evaluating User Geo-Topical Similarity for Top-N Place Recommendation. - Rong Wang; Tianlei Hu; Gang Chen 001 (J. Comput. Sci. Technol., 2018)

Efficient Distributed Memory Management with RDMA and Caching. - Qingchao Cai; Wentian Guo; Hao Zhang 029; Divyakant Agrawal; Gang Chen 001; Beng Chin Ooi; Kian-Lee Tan; Yong Meng Teo; Sheng Wang 011 (Proc. VLDB Endow., 2018)

Effective Temporal Dependence Discovery in Time Series Data. - Qingchao Cai; Zhongle Xie; Gang Chen 001; H. V. Jagadish; Beng Chin Ooi; Meihui Zhang 001 (Proc. VLDB Endow., 2018)

TRIPS: A System for Translating Raw Indoor Positioning Data into Visual Mobility Semantics. - Huan Li 003; Hua Lu 001; Feichao Shi; Gang Chen 001; Ke Chen 005; Lidan Shou (Proc. VLDB Endow., 2018)

ForkBase: An Efficient Storage Engine for Blockchain and Forkable Applications. - Sheng Wang 011; Tien Tuan Anh Dinh; Qian Lin 002; Zhongle Xie; Meihui Zhang 001; Qingchao Cai; Gang Chen 001; Beng Chin Ooi; Pingcheng Ruan (Proc. VLDB Endow., 2018)

Rafiki: Machine Learning as an Analytics Service System. - Wei Wang 059; Jinyang Gao; Meihui Zhang 001; Sheng Wang 011; Gang Chen 001; Teck Khim Ng; Beng Chin Ooi; Jie Shao 001; Moaz Reyad (Proc. VLDB Endow., 2018)

Untangling Blockchain: A Data Processing View of Blockchain Systems. - Tien Tuan Anh Dinh; Rui Liu 002; Meihui Zhang 001; Gang Chen 001; Beng Chin Ooi; Ji Wang 006 (IEEE Trans. Knowl. Data Eng., 2018)

In Search of Indoor Dense Regions: An Approach Using Indoor Positioning Data. - Huan Li 003; Hua Lu 001; Lidan Shou; Gang Chen 001; Ke Chen 005 (IEEE Trans. Knowl. Data Eng., 2018)

On Efficiently Answering Why-Not Range-Based Skyline Queries in Road Networks. - Xiaoye Miao; Yunjun Gao; Su Guo; Gang Chen 001 (IEEE Trans. Knowl. Data Eng., 2018)

Towards Efficient Framework for Time-Aware Spatial Keyword Queries on Road Networks. - Jingwen Zhao; Yunjun Gao; Gang Chen 001; Rui Chen (ACM Trans. Inf. Syst., 2018)

Two-Stage Label Embedding via Neural Factorization Machine for Multi-Label Classification. - Chen Chen 043; Haobo Wang 001; Weiwei Liu 003; Xingyuan Zhao; Tianlei Hu; Gang Chen 001 (AAAI, 2019)

CAMO: A Collaborative Ranking Method for Content Based Recommendation. - Chengwei Wang; Tengfei Zhou; Chen Chen 043; Tianlei Hu; Gang Chen 001 (AAAI, 2019)

NAD: Neural Network Aided Design for Textile Pattern Generation. - Zhifei Pang; Sai Wu; Dongxiang Zhang; Yunjun Gao; Gang Chen 001 (CIKM, 2019)

On Efficiently Answering Why-Not Range-Based Skyline Queries in Road Networks (Extended Abstract). - Xiaoye Miao; Yunjun Gao; Su Guo; Gang Chen 001 (ICDE, 2019)

DBSCAN-MS: Distributed Density-Based Clustering in Metric Spaces. - Keyu Yang; Yunjun Gao; Rui Ma; Lu Chen 001; Sai Wu; Gang Chen 001 (ICDE, 2019)

Discriminative and Correlative Partial Multi-Label Learning. - Haobo Wang 001; Weiwei Liu 003; Yang Zhao 022; Chen Zhang 020; Tianlei Hu; Gang Chen 001 (IJCAI, 2019)

EXACT: Attributed Entity Extraction By Annotating Texts. - Ke Chen 005; Lei Feng 006; Qingkuang Chen; Gang Chen 001; Lidan Shou (SIGIR, 2019)

Real-time intelligent big data processing: technology, platform, and applications. - Tongya Zheng; Gang Chen 001; Xinyu Wang 001; Chun Chen 001; Xingen Wang; Sihui Luo 001 (Sci. China Inf. Sci., 2019)

Effective and Efficient Dropout for Deep Convolutional Neural Networks. - Shaofeng Cai; Jinyang Gao; Meihui Zhang 001; Wei Wang 059; Gang Chen 001; Beng Chin Ooi (CoRR, 2019)

Blockchain Goes Green? An Analysis of Blockchain on Low-Power Nodes. - Dumitrel Loghin; Gang Chen 001; Tien Tuan Anh Dinh; Beng Chin Ooi; Yong Meng Teo (CoRR, 2019)

Blockchains and Distributed Databases: a Twin Study. - Pingcheng Ruan; Gang Chen 001; Tien Tuan Anh Dinh; Qian Lin 002; Dumitrel Loghin; Beng Chin Ooi; Meihui Zhang 001 (CoRR, 2019)

Progressive Neural Index Search for Database System. - Sai Wu; Xinyi Yu; Gang Chen 001; Yusong Gao; Xiaojie Feng; Wei Cao 006 (CoRR, 2019)

5G: Agent for Further Digital Disruptive Transformations. - Beng Chin Ooi; Gang Chen 001; Dumitrel Loghin; Wei Wang 059; Meihui Zhang 001 (IEEE Data Eng. Bull., 2019)

基于关键词和关键句抽取的用户评论情感分析 (Sentiment Analysis of User Comments Based on Extraction of Key Words and Key Sentences). - Ying Yu; Ke Chen 005; Lidan Shou; Gang Chen 001; Xiaofan Wu (计算机科学, 2019)

面向局域检索的时变图数据存储与查询模型 (Storage and Query Model for Localized Search on Temporal Graph Data). - Ping Zhao; Lidan Shou; Ke Chen 005; Gang Chen 001; Xiaofan Wu (计算机科学, 2019)

One net to rule them all: efficient recognition and retrieval of POI from geo-tagged photos. - Pai Peng; Xiaoling Gu; Suguo Zhu; Lidan Shou; Gang Chen 001 (Multim. Tools Appl., 2019)

Striped-texture image segmentation with application to multimedia security. - Jinxiong Ren; Gang Chen 001; Xiaoyan Li; Kuang Mao (Multim. Tools Appl., 2019)

Model Slicing for Supporting Complex Analytics with Elastic Inference Cost and Resource Constraints. - Shaofeng Cai; Gang Chen 001; Beng Chin Ooi; Jinyang Gao (Proc. VLDB Endow., 2019)

Fine-Grained, Secure and Efficient Data Provenance for Blockchain. - Pingcheng Ruan; Gang Chen 001; Tien Tuan Anh Dinh; Qian Lin 002; Beng Chin Ooi; Meihui Zhang 001 (Proc. VLDB Endow., 2019)

S3: A Scalable In-memory Skip-List Index for Key-Value Store. - Jingtian Zhang; Sai Wu; Zeyuan Tan; Gang Chen 001; Zhushi Cheng; Wei Cao 006; Yusong Gao; Xiaojie Feng (Proc. VLDB Endow., 2019)

DPTree: Differential Indexing for Persistent Memory. - Xinjing Zhou; Lidan Shou; Ke Chen 005; Wei Hu; Gang Chen 001 (Proc. VLDB Endow., 2019)

MemepiC: Towards a Unified In-Memory Big Data Management System. - Qingchao Cai; Hao Zhang 029; Wentian Guo; Gang Chen 001; Beng Chin Ooi; Kian-Lee Tan; Weng-Fai Wong (IEEE Trans. Big Data, 2019)

Finding Most Popular Indoor Semantic Locations Using Uncertain Mobility Data. - Huan Li 003; Hua Lu 001; Lidan Shou; Gang Chen 001; Ke Chen 005 (IEEE Trans. Knowl. Data Eng., 2019)

Multi-Modal and Multi-Domain Embedding Learning for Fashion Retrieval and Analysis. - Xiaoling Gu; Yongkang Wong; Lidan Shou; Pai Peng; Gang Chen 001; Mohan S. Kankanhalli (IEEE Trans. Multim., 2019)

Incorporating Label Embedding and Feature Augmentation for Multi-Dimensional Classification. - Haobo Wang 001; Chen Chen 043; Weiwei Liu 003; Ke Chen 005; Tianlei Hu; Gang Chen 001 (AAAI, 2020)

Pyramid: A Layered Model for Nested Named Entity Recognition. - Jue Wang 019; Lidan Shou; Ke Chen 005; Gang Chen 001 (ACL, 2020)

Self-Attention and Dynamic Convolution Hybrid Model for Neural Machine Translation. - Zhebin Zhang; Sai Wu; Gang Chen 001; Dawei Jiang (ICKG, 2020)

Indoor Mobility Semantics Annotation Using Coupled Conditional Markov Networks. - Huan Li 003; Hua Lu 001; Muhammad Aamir Cheema; Lidan Shou; Gang Chen 001 (ICDE, 2020)

ForkBase: Immutable, Tamper-evident Storage Substrate for Branchable Applications. - Qian Lin 002; Kaiyuan Yang 003; Tien Tuan Anh Dinh; Qingchao Cai; Gang Chen 001; Beng Chin Ooi; Pingcheng Ruan; Sheng Wang 011; Zhongle Xie; Meihui Zhang 001; Olafs Vandans (ICDE, 2020)

Cool, a COhort OnLine analytical processing system. - Zhongle Xie; Hongbin Ying; Cong Yue; Meihui Zhang 001; Gang Chen 001; Beng Chin Ooi (ICDE, 2020)

Towards Factorized SVM with Gaussian Kernels over Normalized Data. - Keyu Yang; Yunjun Gao; Lei Liang; Bin Yao 002; Shiting Wen; Gang Chen 001 (ICDE, 2020)

Learning From Multi-Dimensional Partial Labels. - Haobo Wang 001; Weiwei Liu 003; Yang Zhao 022; Tianlei Hu; Ke Chen 005; Gang Chen 001 (IJCAI, 2020)

Collaboration Based Multi-Label Propagation for Fraud Detection. - Haobo Wang 001; Zhao Li 007; Jiaming Huang; Pengrui Hui; Weiwei Liu 003; Tianlei Hu; Gang Chen 001 (IJCAI, 2020)

Off-Policy Recommendation System Without Exploration. - Chengwei Wang; Tengfei Zhou; Chen Chen 043; Tianlei Hu; Gang Chen 001 (PAKDD (1), 2020)

Online Partial Label Learning. - Haobo Wang 001; Yuzhou Qiang; Chen Chen 043; Weiwei Liu 003; Tianlei Hu; Zhao Li 007; Gang Chen 001 (ECML/PKDD (2), 2020)

AUDITOR: A System Designed for Automatic Discovery of Complex Integrity Constraints in Relational Databases. - Wentao Hu; Dongxiang Zhang; Dawei Jiang; Sai Wu; Ke Chen 005; Kian-Lee Tan; Gang Chen 001 (SIGMOD Conference, 2020)

A Transactional Perspective on Execute-order-validate Blockchains. - Pingcheng Ruan; Dumitrel Loghin; Quang-Trung Ta; Meihui Zhang 001; Gang Chen 001; Beng Chin Ooi (SIGMOD Conference, 2020)

Analysis of Indexing Structures for Immutable Data. - Cong Yue; Zhongle Xie; Meihui Zhang 001; Gang Chen 001; Beng Chin Ooi; Sheng Wang 011; Xiaokui Xiao (SIGMOD Conference, 2020)

Robust Federated Recommendation System. - Chen Chen 043; Jingfeng Zhang; Anthony K. H. Tung; Mohan S. Kankanhalli; Gang Chen 001 (CoRR, 2020)

MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines. - Zhaojing Luo; Sai Ho Yeung; Meihui Zhang 001; Kaiping Zheng; Gang Chen 001; Feiyi Fan; Qian Lin 002; Kee Yuan Ngiam; Beng Chin Ooi (CoRR, 2020)

BERT-JAM: Boosting BERT-Enhanced Neural Machine Translation with Joint Attention. - Zhebin Zhang; Sai Wu; Dawei Jiang; Gang Chen 001 (CoRR, 2020)

LINDT: Tackling Negative Federated Learning with Local Adaptation. - Hong Lin; Lidan Shou; Ke Chen 005; Gang Chen 001; Sai Wu (CoRR, 2020)

A two-phase approach for unexpected pattern mining. - Jingtian Zhang; Lidan Shou; Sai Wu; Gang Chen 001; Ke Chen 005 (Expert Syst. Appl., 2020)

HAM: a deep collaborative ranking method incorporating textual information. - Chengwei Wang; Tengfei Zhou; Chen Chen 043; Tianlei Hu; Gang Chen 001 (Frontiers Inf. Technol. Electron. Eng., 2020)

Privacy Preserving Vertical Federated Learning for Tree-based Models. - Yuncheng Wu; Shaofeng Cai; Xiaokui Xiao; Gang Chen 001; Beng Chin Ooi (Proc. VLDB Endow., 2020)

Revealing Every Story of Data in Blockchain Systems. - Pingcheng Ruan; Tien Tuan Anh Dinh; Qian Lin 002; Meihui Zhang 001; Gang Chen 001; Beng Chin Ooi (SIGMOD Rec., 2020)

Toward Translating Raw Indoor Positioning Data into Mobility Semantics. - Huan Li 003; Hua Lu 001; Gang Chen 001; Ke Chen 005; Qinkuang Chen; Lidan Shou (Trans. Data Sci., 2020)

The Disruptions of 5G on Data-Driven Technologies and Applications. - Dumitrel Loghin; Shaofeng Cai; Gang Chen 001; Tien Tuan Anh Dinh; Feiyi Fan; Qian Lin 002; Janice Ng; Beng Chin Ooi; Xutao Sun; Quang-Trung Ta; Wei Wang 059; Xiaokui Xiao; et al. (IEEE Trans. Knowl. Data Eng., 2020)

On Efficiently Monitoring Continuous Aggregate k Nearest Neighbors in Road Networks. - Xiaoye Miao; Yunjun Gao; Guanhua Mai; Gang Chen 001; Qing Li 001 (IEEE Trans. Mob. Comput., 2020)

Effective Slot Filling via Weakly-Supervised Dual-Model Learning. - Jue Wang 019; Ke Chen 005; Lidan Shou; Sai Wu; Gang Chen 001 (AAAI, 2021)

CSWAP: A Self-Tuning Compression Framework for Accelerating Tensor Swapping in GPUs. - Ping Chen; Shuibing He; Xuechen Zhang 001; Shuaiben Chen; Peiyi Hong; Yanlong Yin; Xian-He Sun; Gang Chen 001 (CLUSTER, 2021)

Learning to Label with Active Learning and Reinforcement Learning. - Xiu Tang; Sai Wu; Gang Chen 001; Ke Chen 005; Lidan Shou (DASFAA (2), 2021)

E2DTC: An End to End Deep Trajectory Clustering Framework via Self-Training. - Ziquan Fang; Yuntao Du 002; Lu Chen 001; Yujia Hu; Yunjun Gao; Gang Chen 001 (ICDE, 2021)

MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines. - Zhaojing Luo; Sai Ho Yeung; Meihui Zhang 001; Kaiping Zheng; Lei Zhu 015; Gang Chen 001; Feiyi Fan; Qian Lin 002; Kee Yuan Ngiam; Beng Chin Ooi (ICDE, 2021)

A Learning to Tune Framework for LSH. - Xiu Tang; Sai Wu; Gang Chen 001; Jinyang Gao; Wei Cao 006; Zhifei Pang (ICDE, 2021)

Joining datasets via data augmentation in the label space for neural networks. - Junbo Zhao 002; Mingfeng Ou; Linji Xue; Yunkai Cui; Sai Wu; Gang Chen 001 (ICML, 2021)

Defending Privacy Against More Knowledgeable Membership Inference Attackers. - Yu Yin; Ke Chen 005; Lidan Shou; Gang Chen 001 (KDD, 2021)

SINGA-Easy: An Easy-to-Use Framework for MultiModal Analysis. - Naili Xing; Sai Ho Yeung; Chenghao Cai; Teck Khim Ng; Wei Wang 059; Kaiyuan Yang 003; Nan Yang; Meihui Zhang 001; Gang Chen 001; Beng Chin Ooi (ACM Multimedia, 2021)

Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal. - Lei Zhu 015; Zhaojing Luo; Wei Wang 059; Meihui Zhang 001; Gang Chen 001; Kaiping Zheng (ACM Multimedia, 2021)

ARM-Net: Adaptive Relation Modeling Network for Structured Data. - Shaofeng Cai; Kaiping Zheng; Gang Chen 001; H. V. Jagadish; Beng Chin Ooi; Meihui Zhang 001 (SIGMOD Conference, 2021)

AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment. - Can Cui; Wei Wang 059; Meihui Zhang 001; Gang Chen 001; Zhaojing Luo; Beng Chin Ooi (SIGMOD Conference, 2021)

Blockchains vs. Distributed Databases: Dichotomy and Fusion. - Pingcheng Ruan; Tien Tuan Anh Dinh; Dumitrel Loghin; Meihui Zhang 001; Gang Chen 001; Qian Lin 002; Beng Chin Ooi (SIGMOD Conference, 2021)

PACE: Learning Effective Task Decomposition for Human-in-the-loop Healthcare Delivery. - Kaiping Zheng; Gang Chen 001; Melanie Herschel; Kee Yuan Ngiam; Beng Chin Ooi; Jinyang Gao (SIGMOD Conference, 2021)

Guided Interpolation for Adversarial Training. - Chen Chen 043; Jingfeng Zhang; Xilie Xu; Tianlei Hu; Gang Niu 001; Gang Chen 001; Masashi Sugiyama (CoRR, 2021)

A critical look at the current train/test split in machine learning. - Jimin Tan; Jianan Yang; Sai Wu; Gang Chen 001; Jake Zhao (CoRR, 2021)

Joining datasets via data augmentation in the label space for neural networks. - Jake Zhao; Mingfeng Ou; Linji Xue; Yunkai Cui; Sai Wu; Gang Chen 001 (CoRR, 2021)

BERT-JAM: Maximizing the utilization of BERT for neural machine translation. - Zhebin Zhang; Sai Wu; Dawei Jiang; Gang Chen 001 (Neurocomputing, 2021)

Refiner: A Reliable Incentive-Driven Federated Learning System Powered by Blockchain. - Zhebin Zhang; Dajie Dong; Yuhang Ma; Yilong Ying; Dawei Jiang; Ke Chen 005; Lidan Shou; Gang Chen 001 (Proc. VLDB Endow., 2021)

Accuracy Analysis of International Reference Ionosphere 2016 and NeQuick2 in the Antarctic. - Zihuai Guo; Yibin Yao; Jian Kong; Gang Chen 001; Chen Zhou 001; Qi Zhang 077; Lulu Shan; Chen Liu (Sensors, 2021)

Time-Respecting Flow Graph Pattern Matching on Temporal Graphs. - Yunjun Gao; Tianming Zhang; Linshan Qiu; Qingyuan Linghu; Gang Chen 001 (IEEE Trans. Knowl. Data Eng., 2021)

Improving Data Analytics with Fast and Adaptive Regularization. - Zhaojing Luo; Shaofeng Cai; Gang Chen 001; Jinyang Gao; Wang-Chien Lee; Kee Yuan Ngiam; Meihui Zhang 001 (IEEE Trans. Knowl. Data Eng., 2021)

NEIST: A Neural-Enhanced Index for Spatio-Temporal Queries. - Sai Wu; Zhifei Pang; Gang Chen 001; Yunjun Gao; Cenjiong Zhao; Shili Xiang (IEEE Trans. Knowl. Data Eng., 2021)

LineageChain: a fine-grained, secure and efficient data provenance system for blockchains. - Pingcheng Ruan; Tien Tuan Anh Dinh; Qian Lin 002; Meihui Zhang 001; Gang Chen 001; Beng Chin Ooi (VLDB J., 2021)

SkipBERT: Efficient Inference with Shallow Layer Skipping. - Jue Wang 019; Ke Chen 005; Gang Chen 001; Lidan Shou; Julian J. McAuley (ACL (1), 2022)

TraVL: Transferring Pre-trained Visual-Linguistic Models for Cross-Lingual Image Captioning. - Zhebin Zhang; Peng Lu; Dawei Jiang; Gang Chen 001 (APWeb/WAIM (2), 2022)

NVAlloc: rethinking heap metadata management in persistent memory allocators. - Zheng Dang; Shuibing He; Peiyi Hong; Zhenxin Li; Xuechen Zhang 001; Xian-He Sun; Gang Chen 001 (ASPLOS, 2022)

Incorporating Instructional Prompts into a Unified Generative Framework for Joint Multiple Intent Detection and Slot Filling. - Yangjun Wu; Han Wang; Dongxiang Zhang; Gang Chen 001; Hao Zhang 029 (COLING, 2022)

A Comparative Study of in-Database Inference Approaches. - Qiuru Lin; Sai Wu; Junbo Zhao 002; Jian Dai; Feifei Li 001; Gang Chen 001 (ICDE, 2022)

Continuous Trajectory Similarity Search for Online Outlier Detection (Extended Abstract). - Dongxiang Zhang; Zhihao Chang; Sai Wu; Ye Yuan 001; Kian-Lee Tan; Gang Chen 001 (ICDE, 2022)

PiCO: Contrastive Label Disambiguation for Partial Label Learning. - Haobo Wang 001; Ruixuan Xiao; Yixuan Li 001; Lei Feng 006; Gang Niu 001; Gang Chen 001; Junbo Zhao 002 (ICLR, 2022)

IceBerg: Deep Generative Modeling for Constraint Discovery and Anomaly Detection. - Wentao Hu; Dawei Jiang; Sai Wu; Ke Chen 005; Gang Chen 001 (ISPA/BDCloud/SocialCom/SustainCom, 2022)

SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning. - Haobo Wang 001; Mingxuan Xia; Yixuan Li 001; Yuren Mao; Lei Feng 006; Gang Chen 001; Junbo Zhao 002 (NeurIPS, 2022)

PreQR: Pre-training Representation for SQL Understanding. - Xiu Tang; Sai Wu; Mingli Song; Shanshan Ying; Feifei Li 001; Gang Chen 001 (SIGMOD Conference, 2022)

A Sampling-based Learning Framework for Big Databases. - Jingtian Zhang; Sai Wu; Junbo Zhao 002; Zhongle Xie; Feifei Li 001; Yusong Gao; Gang Chen 001 (WWW, 2022)

Blockchain Goes Green? Part II: Characterizing the Performance and Cost of Blockchains on the Cloud and at the Edge. - Dumitrel Loghin; Tien Tuan Anh Dinh; Aung Maw; Gang Chen 001; Yong Meng Teo; Beng Chin Ooi (CoRR, 2022)

Sense The Physical, Walkthrough The Virtual, Manage The Metaverse: A Data-centric Perspective. - Beng Chin Ooi; Kian-Lee Tan; Anthony K. H. Tung; Gang Chen 001; Mike Zheng Shou; Xiaokui Xiao; Meihui Zhang 001 (CoRR, 2022)

GlassDB: Practical Verifiable Ledger Database Through Transparency. - Cong Yue; Tien Tuan Anh Dinh; Zhongle Xie; Meihui Zhang 001; Gang Chen 001; Beng Chin Ooi; Xiaokui Xiao (CoRR, 2022)

Dynamic Index Construction with Deep Reinforcement Learning. - Sai Wu; Ying Li; Haoqi Zhu; Junbo Zhao 002; Gang Chen 001 (Data Sci. Eng., 2022)

A Stack-Centric Processing Model for Iterative Processing. - Zhifei Pang; Sai Wu; Gang Chen 001; Lidan Shou; Ke Chen 005; Bingsheng He (IEEE Trans. Big Data, 2022)

Continuous Trajectory Similarity Search for Online Outlier Detection. - Dongxiang Zhang; Zhihao Chang; Sai Wu; Ye Yuan 001; Kian-Lee Tan; Gang Chen 001 (IEEE Trans. Knowl. Data Eng., 2022)

Towards One-Size-Fits-Many: Multi-Context Attention Network for Diversity of Entity Resolution Tasks. - Dongxiang Zhang; Zepeng Li; Xiaoli Wang 002; Kian-Lee Tan; Gang Chen 001 (IEEE Trans. Knowl. Data Eng., 2022)

Effective Continual Learning for Text Classification with Lightweight Snapshots. - Jue Wang 019; Dajie Dong; Lidan Shou; Ke Chen 005; Gang Chen 001 (AAAI, 2023)

Human-in-the-Loop Vehicle ReID. - Zepeng Li; Dongxiang Zhang; Yanyan Shen; Gang Chen 001 (AAAI, 2023)

Neural TSP Solver with Progressive Distillation. - Dongxiang Zhang; Ziyang Xiao; Yuan Wang 003; Mingli Song; Gang Chen 001 (AAAI, 2023)

TLM: Token-Level Masking for Transformers. - Yangjun Wu; Kebin Fang; Dongxiang Zhang; Han Wang; Hao Zhang 029; Gang Chen 001 (EMNLP, 2023)

FreeAL: Towards Human-Free Active Learning in the Era of Large Language Models. - Ruixuan Xiao; Yiwen Dong 003; Junbo Zhao 002; Runze Wu 001; Minmin Lin; Gang Chen 001; Haobo Wang 001 (EMNLP, 2023)

iCache: An Importance-Sampling-Informed Cache for Accelerating I/O-Bound DNN Model Training. - Weijian Chen 002; Shuibing He; Yaowen Xu; Xuechen Zhang 001; Siling Yang; Shuang Hu; Xian-He Sun; Gang Chen 001 (HPCA, 2023)

ModelGiF: Gradient Fields for Model Functional Distance. - Jie Song 011; Zhengqi Xu; Sai Wu; Gang Chen 001; Mingli Song (ICCV, 2023)

The Metaverse Data Deluge: What Can We Do About It? - Beng Chin Ooi; Gang Chen 001; Mike Zheng Shou; Kian-Lee Tan; Anthony K. H. Tung; Xiaokui Xiao; James Wei Luen Yip; Bingxue Zhang; Meihui Zhang 001 (ICDE, 2023)

Learning a Data-Driven Policy Network for Pre-Training Automated Feature Engineering. - Liyao Li; Haobo Wang 001; Liangyu Zha; Qingyi Huang; Sai Wu; Gang Chen 001; Junbo Zhao 002 (ICLR, 2023)

Byzantine-Robust Learning on Heterogeneous Data via Gradient Splitting. - Yuchen Liu; Chen Chen 043; Lingjuan Lyu; Fangzhao Wu; Sai Wu; Gang Chen 001 (ICML, 2023)

Towards Controlled Data Augmentations for Active Learning. - Jianan Yang; Haobo Wang 001; Sai Wu; Gang Chen 001; Junbo Zhao 002 (ICML, 2023)

Deep Partial Multi-Label Learning with Graph Disambiguation. - Haobo Wang 001; Shisong Yang; Gengyu Lyu; Weiwei Liu 003; Tianlei Hu; Ke Chen 005; Songhe Feng; Gang Chen 001 (IJCAI, 2023)

ProMix: Combating Label Noise via Maximizing Clean Sample Utility. - Ruixuan Xiao; Yiwen Dong 003; Haobo Wang 001; Lei Feng 006; Runze Wu 001; Gang Chen 001; Junbo Zhao 002 (IJCAI, 2023)

Nowhere to Hide: Detecting Live Video Forgery via Vision-WiFi Silhouette Correspondence. - Xinyue Fang; Jianwei Liu 008; Yike Chen; Jinsong Han; Kui Ren 001; Gang Chen 001 (INFOCOM, 2023)

Debiased and Denoised Entity Recognition from Distant Supervision. - Haobo Wang 001; Yiwen Dong 003; Ruixuan Xiao; Fei Huang 002; Gang Chen 001; Junbo Zhao 002 (NeurIPS, 2023)

SPA: A Graph Spectral Alignment Perspective for Domain Adaptation. - Zhiqing Xiao; Haobo Wang 001; Ying Jin; Lei Feng 006; Gang Chen 001; Fei Huang 002; Junbo Zhao 002 (NeurIPS, 2023)

Efficient Maximal Biclique Enumeration on GPUs. - Zhe Pan; Shuibing He; Xu Li 026; Xuechen Zhang 001; Rui Wang 076; Gang Chen 001 (SC, 2023)

SMILE: A Cost-Effective System for Serving Massive Pretrained Language Models in The Cloud. - Jue Wang 019; Ke Chen 005; Lidan Shou; Dawei Jiang; Gang Chen 001 (SIGMOD Conference Companion, 2023)

Quantum Computing for Databases: A Short Survey and Vision. - Gongsheng Yuan; Jiaheng Lu; Yuxing Chen; Sai Wu; Chang Yao; Zhengtong Yan; Tuodu Li; Gang Chen 001 (VLDB Workshops, 2023)

Visual Matching is Enough for Scene Text Retrieval. - Lilong Wen; Yingrong Wang; Dongxiang Zhang; Gang Chen 001 (WSDM, 2023)

Catch: Collaborative Feature Set Search for Automated Feature Engineering. - Guoshan Lu; Haobo Wang 001; Saisai Yang; Jing Yuan; Guozheng Yang; Cheng Zang; Gang Chen 001; Junbo Zhao 002 (WWW, 2023)

FLAC: Practical Failure-Aware Atomic Commit Protocol for Distributed Transactions. - Hexiang Pan; Quang-Trung Ta; Meihui Zhang 001; Yeow Meng Chee; Gang Chen 001; Beng Chin Ooi (CoRR, 2023)

GAIN: Enhancing Byzantine Robustness in Federated Learning with Gradient Decomposition. - Yuchen Liu; Chen Chen 043; Lingjuan Lyu; Fangzhao Wu; Sai Wu; Gang Chen 001 (CoRR, 2023)

Controllable Textual Inversion for Personalized Text-to-Image Generation. - Jianan Yang; Haobo Wang 001; Ruixuan Xiao; Sai Wu; Gang Chen 001; Junbo Zhao 002 (CoRR, 2023)

Assessing Hidden Risks of LLMs: An Empirical Study on Robustness, Consistency, and Credibility. - Wentao Ye; Mingfeng Ou; Tianyi Li; Yipeng Chen; Xuetao Ma 002; Yifan Yanggong; Sai Wu; Jie Fu; Gang Chen 001; Haobo Wang 001; Junbo Zhao 002 (CoRR, 2023)

CT-BERT: Learning Better Tabular Representations Through Cross-Table Pre-training. - Chao Ye; Guoshan Lu; Haobo Wang 001; Liyao Li; Sai Wu; Gang Chen 001; Junbo Zhao 002 (CoRR, 2023)

TableGPT: Towards Unifying Tables, Nature Language and Commands into One GPT. - Liangyu Zha; Junlin Zhou; Liyao Li; Rui Wang 076; Qingyi Huang; Saisai Yang; Jing Yuan; Changbao Su; Xiang Li 106; Aofeng Su; Tao Zhang; Chen Zhou 001; et al. (CoRR, 2023)

Detecting Logic Bugs of Join Optimizations in DBMS. - Xiu Tang; Sai Wu; Dongxiang Zhang; Feifei Li 001; Gang Chen 001 (Proc. ACM Manag. Data, 2023)

AQUA: Automatic Collaborative Query Processing in Analytical Database. - Yuchen Peng; Ke Chen 005; Lidan Shou; Dawei Jiang; Gang Chen 001 (Proc. VLDB Endow., 2023)

A Demonstration of DLBD: Database Logic Bug Detection System. - Xiu Tang; Sai Wu; Dongxiang Zhang; Ziyue Wang; Gongsheng Yuan; Gang Chen 001 (Proc. VLDB Endow., 2023)

Falcon: A Privacy-Preserving and Interpretable Vertical Federated Learning System. - Yuncheng Wu; Naili Xing; Gang Chen 001; Tien Tuan Anh Dinh; Zhaojing Luo; Beng Chin Ooi; Xiaokui Xiao; Meihui Zhang 001 (Proc. VLDB Endow., 2023)

MINT: Detecting Fraudulent Behaviors from Time-series Relational Data. - Fei Xiao; Yuncheng Wu; Meihui Zhang 001; Gang Chen 001; Beng Chin Ooi (Proc. VLDB Endow., 2023)

DoveDB: A Declarative and Low-Latency Video Database. - Ziyang Xiao; Dongxiang Zhang; Zepeng Li; Sai Wu; Kian-Lee Tan; Gang Chen 001 (Proc. VLDB Endow., 2023)

GlassDB: An Efficient Verifiable Ledger Database System Through Transparency. - Cong Yue; Tien Tuan Anh Dinh; Zhongle Xie; Meihui Zhang 001; Gang Chen 001; Beng Chin Ooi; Xiaokui Xiao (Proc. VLDB Endow., 2023)

VeriBench: Analyzing the Performance of Database Systems with Verifiability. - Cong Yue; Meihui Zhang 001; Changhao Zhu; Gang Chen 001; Dumitrel Loghin; Beng Chin Ooi (Proc. VLDB Endow., 2023)

Decision Boundary-Aware Data Augmentation for Adversarial Training. - Chen Chen 043; Jingfeng Zhang; Xilie Xu; Lingjuan Lyu; Chaochao Chen 001; Tianlei Hu; Gang Chen 001 (IEEE Trans. Dependable Secur. Comput., 2023)

Multi-Source Multi-Label Learning for User Profiling in Online Games. - Xiang Wen; Shiwei Zhao; Haobo Wang 001; Runze Wu 001; Manhu Qu; Tianlei Hu; Gang Chen 001; Jianrong Tao; Changjie Fan (IEEE Trans. Multim., 2023)

SQUID: subtrajectory query in trillion-scale GPS database. - Dongxiang Zhang; Zhihao Chang; Dingyu Yang; Dongsheng Li 001; Kian-Lee Tan; Ke Chen 005; Gang Chen 001 (VLDB J., 2023)

Fuse feeds as one: cross-modal framework for general identification of AMPs. - Wentao Zhang; Yanchao Xu; Aowen Wang; Gang Chen 001; Junbo Zhao 002 (Briefings Bioinform., 2023)

SmartLite: A DBMS-based Serving System for DNN Inference in Resource-constrained Environments. - Qiuru Lin; Sai Wu; Junbo Zhao 002; Jian Dai; Meng Shi; Gang Chen 001; Feifei Li 001 (Proc. VLDB Endow., 2023)

Co-movement Pattern Mining from Videos. - Dongxiang Zhang; Teng Ma; Junnan Hu; Yijun Bei; Kian-Lee Tan; Gang Chen 001 (Proc. VLDB Endow., 2023)

Distributional constraint discovery for intelligent auditing. - Wentao Hu; Dawei Jiang; Sai Wu; Ke Chen 005; Gang Chen 001 (Knowl. Inf. Syst., 2023)

Rethinking Learned Cost Models: Why Start from Scratch? - Jiani Yang; Sai Wu; Dongxiang Zhang; Jian Dai; Feifei Li 001; Gang Chen 001 (Proc. ACM Manag. Data, 2023)

VeriTxn: Verifiable Transactions for Cloud-Native Databases with Storage Disaggregation. - Zhanhao Zhao; Hexiang Pan; Gang Chen 001; Xiaoyong Du 001; Wei Lu 015; Beng Chin Ooi (Proc. ACM Manag. Data, 2023)

Sampling-Resilient Multi-Object Tracking. - Zepeng Li; Dongxiang Zhang; Sai Wu; Mingli Song; Gang Chen 001 (AAAI, 2024)

Variational Hybrid-Attention Framework for Multi-Label Few-Shot Aspect Category Detection. - Cheng Peng 011; Ke Chen 005; Lidan Shou; Gang Chen 001 (AAAI, 2024)

CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-Modal Multi-Label Emotion Recognition. - Cheng Peng 011; Ke Chen 005; Lidan Shou; Gang Chen 001 (AAAI, 2024)

A Separation and Alignment Framework for Black-Box Domain Adaptation. - Mingxuan Xia; Junbo Zhao 002; Gengyu Lyu; Zenan Huang; Tianlei Hu; Gang Chen 001; Haobo Wang 001 (AAAI, 2024)

On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey. - Lin Long; Rui Wang 076; Ruixuan Xiao; Junbo Zhao 002; Xiao Ding; Gang Chen 001; Haobo Wang 001 (ACL (Findings), 2024)

Learning Geometry-Aware Representations for New Intent Discovery. - Kai Tang; Junbo Zhao 002; Xiao Ding; Runze Wu 001; Lei Feng 006; Gang Chen 001; Haobo Wang 001 (ACL (1), 2024)

Data Contamination Calibration for Black-box LLMs. - Wentao Ye; Jiaqi Hu; Liyao Li; Haobo Wang 001; Gang Chen 001; Junbo Zhao 002 (ACL (Findings), 2024)

Draft& Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding. - Jun Zhang 069; Jue Wang 019; Huan Li 003; Lidan Shou; Ke Chen 005; Gang Chen 001; Sharad Mehrotra (ACL (1), 2024)

Exploring Robustness of GNN against Universal Injection Attack from a Worst-case Perspective. - Dandan Ni; Sheng Zhang 006; Cong Deng; Han Liu 008; Gang Chen 001; Minhao Cheng; Hongyang Chen (CIKM, 2024)

Positive-Unlabeled Learning by Latent Group-Aware Meta Disambiguation. - Lin Long; Haobo Wang 001; Zhijie Jiang; Lei Feng 006; Chang Yao; Gang Chen 001; Junbo Zhao 002 (CVPR, 2024)

Targeted Representation Alignment for Open-World Semi-Supervised Learning. - Ruixuan Xiao; Lei Feng 006; Kai Tang; Junbo Zhao 002; Yixuan Li 001; Gang Chen 001; Haobo Wang 001 (CVPR, 2024)

Embedding and Gradient Say Wrong: A White-Box Method for Hallucination Detection. - Xiaomeng Hu; Yiming Zhang 023; Ru Peng; Haozhe Zhang; Chenwei Wu 010; Gang Chen 001; Junbo Zhao 002 (EMNLP, 2024)

In Situ Neural Relational Schema Matcher. - Xingyu Du; Gongsheng Yuan; Sai Wu; Gang Chen 001; Peng Lu (ICDE, 2024)

FC: Adaptive Atomic Commit via Failure Detection. - Hexiang Pan; Quang-Trung Ta; Meihui Zhang 001; Zhanhao Zhao; Yeow Meng Chee; Gang Chen 001; Beng Chin Ooi (ICDE, 2024)

FedCTQ: A Federated-Based Framework for Accurate and Efficient Contact Tracing Query. - Zhihao Zeng; Ziquan Fang; Lu Chen 001; Yunjun Gao; Kai Zheng 001; Gang Chen 001 (ICDE, 2024)

Chain-of-Experts: When LLMs Meet Complex Operations Research Problems. - Ziyang Xiao; Dongxiang Zhang; Yangjun Wu; Lilin Xu; Yuan Jessica Wang; Xiongwei Han; Xiaojin Fu; Tao Zhong 004; Jia Zeng; Mingli Song; Gang Chen 001 (ICLR, 2024)

Unbiased Multi-Label Learning from Crowdsourced Annotations. - Mingxuan Xia; Zenan Huang; Runze Wu 001; Gengyu Lyu; Junbo Zhao 002; Gang Chen 001; Haobo Wang 001 (ICML, 2024)

AUTOHET: An Automated Heterogeneous ReRAM-Based Accelerator for DNN Inference. - Tong Wu; Shuibing He; Jianxin Zhu; Weijian Chen 002; Siling Yang; Ping Chen; Yanlong Yin; Xuechen Zhang 001; Xian-He Sun; Gang Chen 001 (ICPP, 2024)

PREACT: Predictive Resource Allocation for Bursty Workloads in a Co-located Data Center. - Dingyu Yang; Ziyang Xiao; Dongxiang Zhang; Shuhao Zhang 001; Jian Cao 001; Gang Chen 001 (ICPP, 2024)

CoMAL: Contrastive Active Learning for Multi-Label Text Classification. - Cheng Peng 011; Haobo Wang 001; Ke Chen 005; Lidan Shou; Chang Yao; Runze Wu 001; Gang Chen 001 (KDD, 2024)

VecAug: Unveiling Camouflaged Frauds with Cohort Augmentation for Enhanced Detection. - Fei Xiao; Shaofeng Cai; Gang Chen 001; H. V. Jagadish; Beng Chin Ooi; Meihui Zhang 001 (KDD, 2024)

Enhancing LLM Reasoning via Vision-Augmented Prompting. - Ziyang Xiao; Dongxiang Zhang; Xiongwei Han; Xiaojin Fu; Wing Yin Yu; Tao Zhong 004; Sai Wu; Yuan Wang 003; Jianwei Yin; Gang Chen 001 (NeurIPS, 2024)

Locating What You Need: Towards Adapting Diffusion Models to OOD Concepts In-the-Wild. - Jianan Yang; Chenchao Gao; Zhiqing Xiao; Junbo Zhao 002; Sai Wu; Gang Chen 001; Haobo Wang 001 (NeurIPS, 2024)

Enumeration of Billions of Maximal Bicliques in Bipartite Graphs without Using GPUs. - Zhe Pan; Shuibing He; Xu Li 026; Xuechen Zhang 001; Yanlong Yin; Rui Wang 076; Lidan Shou; Mingli Song; Xian-He Sun; Gang Chen 001 (SC, 2024)

Towards Cross-Table Masked Pretraining for Web Data Mining. - Chao Ye; Guoshan Lu; Haobo Wang 001; Liyao Li; Sai Wu; Gang Chen 001; Junbo Zhao 002 (WWW, 2024)

NeurDB: an AI-powered autonomous data system. - Beng Chin Ooi; Shaofeng Cai; Gang Chen 001; Yanyan Shen; Kian-Lee Tan; Yuncheng Wu; Xiaokui Xiao; Naili Xing; Cong Yue; Lingze Zeng; Meihui Zhang 001; Zhanhao Zhao (Sci. China Inf. Sci., 2024)

Pre-Trained Model Recommendation for Downstream Fine-tuning. - Jiameng Bai; Sai Wu; Jie Song 011; Junbo Zhao 002; Gang Chen 001 (CoRR, 2024)

Physical formula enhanced multi-task learning for pharmacokinetics prediction. - Ruifeng Li; Dongzhan Zhou; Ancheng Shen; Ao Zhang; Mao Su; Mingqian Li; Hongyang Chen; Gang Chen 001; Yin Zhang 014; Shufei Zhang; Yuqiang Li; Wanli Ouyang (CoRR, 2024)

NeurDB: An AI-powered Autonomous Data System. - Beng Chin Ooi; Shaofeng Cai; Gang Chen 001; Kian-Lee Tan; Yuncheng Wu; Xiaokui Xiao; Naili Xing; Cong Yue; Lingze Zeng; Meihui Zhang 001; Zhanhao Zhao (CoRR, 2024)

Quantum Computing for Databases: Overview and Challenges. - Gongsheng Yuan; Yuxing Chen; Jiaheng Lu; Sai Wu; Zhiwei Ye; Ling Qian; Gang Chen 001 (CoRR, 2024)

Optimizing Large Model Training through Overlapped Activation Recomputation. - Ping Chen; Wenjie Zhang; Shuibing He; Yingjie Gu; Zhuwei Peng; Kexin Huang; Xuan Zhan; Weijian Chen 002; Yi Zheng; Zhefeng Wang; Yanlong Yin; Gang Chen 001 (CoRR, 2024)

Tabular Data Augmentation for Machine Learning: Progress and Prospects of Embracing Generative AI. - Lingxi Cui; Huan Li 003; Ke Chen 005; Lidan Shou; Gang Chen 001 (CoRR, 2024)

NeurDB: On the Design and Implementation of an AI-powered Autonomous Database. - Zhanhao Zhao; Shaofeng Cai; Haotian Gao; Hexiang Pan; Siqi Xiang; Naili Xing; Gang Chen 001; Beng Chin Ooi; Yanyan Shen; Yuncheng Wu; Meihui Zhang 001 (CoRR, 2024)

TableGPT2: A Large Multimodal Model with Tabular Data Integration. - Aofeng Su; Aowen Wang; Chao Ye; Chen Zhou 001; Ga Zhang; Gang Chen 001; Guangcheng Zhu; Haobo Wang 001; Haokai Xu; Hao Chen 102; Haoze Li; Haoxuan Lan; et al. (CoRR, 2024)

A Comprehensive Study of Shapley Value in Data Analytics. - Hong Lin; Shixin Wan; Zhongle Xie; Ke Chen 005; Meihui Zhang 001; Lidan Shou; Gang Chen 001 (CoRR, 2024)

Learning Label-Adaptive Representation for Large-Scale Multi-Label Text Classification. - Cheng Peng 011; Haobo Wang 001; Jue Wang 019; Lidan Shou; Ke Chen 005; Gang Chen 001; Chang Yao (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

PMAlloc: A Holistic Approach to Improving Persistent Memory Allocation. - Zheng Dang; Shuibing He; Xuechen Zhang 001; Peiyi Hong; Zhenxin Li; Xinyu Chen; Haozhe Song; Xian-He Sun; Gang Chen 001 (ACM Trans. Comput. Syst., 2024)

Database Native Model Selection: Harnessing Deep Neural Networks in Database Systems. - Naili Xing; Shaofeng Cai; Gang Chen 001; Zhaojing Luo; Beng Chin Ooi; Jian Pei 001 (Proc. VLDB Endow., 2024)

Predictive and Near-Optimal Sampling for View Materialization in Video Databases. - Yanchao Xu; Dongxiang Zhang; Shuhao Zhang 001; Sai Wu; Zexu Feng; Gang Chen 001 (Proc. ACM Manag. Data, 2024)

PiCO+: Contrastive Label Disambiguation for Robust Partial Label Learning. - Haobo Wang 001; Ruixuan Xiao; Yixuan Li 001; Lei Feng 006; Gang Niu 001; Gang Chen 001; Junbo Zhao 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Refiner: a reliable and efficient incentive-driven federated learning system powered by blockchain. - Hong Lin; Ke Chen 005; Dawei Jiang; Lidan Shou; Gang Chen 001 (VLDB J., 2024)

FL-GUARD: A Holistic Framework for Run-Time Detection and Recovery of Negative Federated Learning. - Hong Lin; Lidan Shou; Ke Chen 005; Gang Chen 001; Sai Wu (Data Sci. Eng., 2024)

On the Value of Head Labels in Multi-Label Text Classification. - Haobo Wang 001; Cheng Peng 011; Hede Dong; Lei Feng 006; Weiwei Liu 003; Tianlei Hu; Ke Chen 005; Gang Chen 001 (ACM Trans. Knowl. Discov. Data, 2024)

Vulnerability Detection via Multiple-Graph-Based Code Representation. - Fangcheng Qiu; Zhongxin Liu 002; Xing Hu 008; Xin Xia 001; Gang Chen 001; Xinyu Wang 001 (IEEE Trans. Software Eng., 2024)

Powering In-Database Dynamic Model Slicing for Structured Data Analytics. - Lingze Zeng; Naili Xing; Shaofeng Cai; Gang Chen 001; Beng Chin Ooi; Jian Pei 001; Yuncheng Wu (Proc. VLDB Endow., 2024)

Correction to: "Refiner: a reliable and efficient incentive-driven federated learning system powered by blockchain". - Hong Lin; Ke Chen 005; Dawei Jiang; Lidan Shou; Gang Chen 001 (VLDB J., 2024)

QueryArtisan: Generating Data Manipulation Codes for Ad-hoc Analysis in Data Lakes. - Xiu Tang; Wenhao Liu; Sai Wu; Chang Yao; Gongsheng Yuan; Shanshan Ying; Gang Chen 001 (Proc. VLDB Endow., 2024)

Characterizing the Performance and Cost of Blockchains on the Cloud and at the Edge. - Dumitrel Loghin; Tien Tuan Anh Dinh; Gang Chen 001; Yong Meng Teo; Beng Chin Ooi (Distributed Ledger Technol. Res. Pract., 2024)

Revisiting CNNs for Trajectory Similarity Learning. - Zhihao Chang; Linzhu Yu; Huan Li 003; Sai Wu; Gang Chen 001; Dongxiang Zhang (Proc. VLDB Endow., 2024)

Practical Attribute Reconstruction Attack Against Federated Learning. - Chen Chen 043; Lingjuan Lyu; Han Yu 001; Gang Chen 001 (IEEE Trans. Big Data, 2024)

AMBEA: Aggressive Maximal Biclique Enumeration in Large Bipartite Graph Computing. - Zhe Pan; Xu Li 026; Shuibing He; Xuechen Zhang 001; Rui Wang 076; Yunjun Gao; Gang Chen 001; Xian-He Sun (IEEE Trans. Computers, 2024)

When Quantum Computing Meets Database: A Hybrid Sampling Framework for Approximate Query Processing. - Sai Wu; Meng Shi; Dongxiang Zhang; Junbo Zhao 002; Gongsheng Yuan; Gang Chen 001 (IEEE Trans. Knowl. Data Eng., 2024)

Managing Metaverse Data Tsunami: Actionable Insights. - Bingxue Zhang; Gang Chen 001; Beng Chin Ooi; Mike Zheng Shou; Kian-Lee Tan; Anthony K. H. Tung; Xiaokui Xiao; James Wei Luen Yip; Meihui Zhang 001 (IEEE Trans. Knowl. Data Eng., 2024)

Exploit Gradient Skewness to Circumvent Byzantine Defenses for Federated Learning. - Yuchen Liu; Chen Chen 043; Lingjuan Lyu; Yaochu Jin; Gang Chen 001 (AAAI, 2025)

CogSQL: A Cognitive Framework for Enhancing Large Language Models in Text-to-SQL Translation. - Hongwei Yuan; Xiu Tang; Ke Chen 005; Lidan Shou; Gang Chen 001; Huan Li 003 (AAAI, 2025)

T²DR: A Two-Tier Deficiency-Resistant Framework for Incomplete Multimodal Learning. - Han Lin; Xiu Tang; Huan Li 003; Wenxue Cao; Sai Wu; Chang Yao; Lidan Shou; Gang Chen 001 (ACL (Findings), 2025)

IMPRESS: An Importance-Informed Multi-Tier Prefix KV Storage System for Large Language Model Inference. - Weijian Chen 002; Shuibing He; Haoyang Qu; Ruidong Zhang; Siling Yang; Ping Chen; Yi Zheng; Baoxing Huai; Gang Chen 001 (FAST, 2025)

SeSeMI: Secure Serverless Model Inference on Sensitive Data. - Guoyu Hu; Yuncheng Wu; Gang Chen 001; Tien Tuan Anh Dinh; Beng Chin Ooi (ICDE, 2025)

Towards Automatic and Efficient Prediction Query Processing in Analytical Database. - Yuchen Peng; Zhongle Xie; Ke Chen 005; Gang Chen 001; Lidan Shou (ICDE, 2025)

Bridging the Semantic Gap Between Text and Table: A Case Study on NL2SQL. - Lin Long; Xijun Gu; Xinjie Sun; Wentao Ye; Haobo Wang 001; Sai Wu; Gang Chen 001; Junbo Zhao 002 (ICLR, 2025)

nlcTables: A Dataset for Marrying Natural Language Conditions with Table Discovery. - Lingxi Cui; Huan Li 003; Ke Chen 005; Lidan Shou; Gang Chen 001 (SIGIR, 2025)

Towards Robust Incremental Learning under Ambiguous Supervision. - Rui Wang 076; Mingxuan Xia; Chang Yao; Lei Feng 006; Junbo Zhao 002; Gang Chen 001; Haobo Wang 001 (CoRR, 2025)

Shift guided active learning. - Jianan Yang; Jimin Tan; Haobo Wang 001; Gang Chen 001; Sai Wu; Junbo Zhao 002 (Mach. Learn., 2025)

Not All Data are Good Labels: On the Self-supervised Labeling for Time Series Forecasting. - Yuxuan Yang 005; Dalin Zhang 001; Yuxuan Liang; Hua Lu 001; Gang Chen 001; Huan Li 003 (CoRR, 2025)

HyperMR: Efficient Hypergraph-enhanced Matrix Storage on Compute-in-Memory Architecture. - Yifan Wu; Ke Chen 005; Gang Chen 001; Dawei Jiang; Huan Li 003; Lidan Shou (Proc. ACM Manag. Data, 2025)

Mining Platoon Patterns from Traffic Videos. - Yijun Bei; Teng Ma; Dongxiang Zhang; Sai Wu; Kian-Lee Tan; Gang Chen 001 (Proc. VLDB Endow., 2025)

CCaaLF: Concurrency Control as a Learnable Function. - Hexiang Pan; Shaofeng Cai; Tien Tuan Anh Dinh; Yuncheng Wu; Yeow Meng Chee; Gang Chen 001; Beng Chin Ooi (CoRR, 2025)

NeurBench: Benchmarking Learned Database Components with Data and Workload Drift Modeling. - Zhanhao Zhao; Haotian Gao; Naili Xing; Lingze Zeng; Meihui Zhang 001; Gang Chen 001; Manuel Rigger; Beng Chin Ooi (CoRR, 2025)

CaCOM: customizing text-to-image diffusion models in the wild via continual active selection. - Jianan Yang; Yanming Zhang; Haobo Wang 001; Gang Chen 001; Sai Wu; Junbo Zhao 002 (Mach. Learn., 2025)

In-Context Adaptation to Concept Drift for Learned Database Operations. - Jiaqi Zhu 002; Shaofeng Cai; Yanyan Shen; Gang Chen 001; Fang Deng; Beng Chin Ooi (CoRR, 2025)

HAKES: Scalable Vector Database for Embedding Search Service. - Guoyu Hu; Shaofeng Cai; Tien Tuan Anh Dinh; Zhongle Xie; Cong Yue; Gang Chen 001; Beng Chin Ooi (CoRR, 2025)

A Quantum Framework for Combinatorial Optimization Problem over Graphs. - Meng Shi; Sai Wu; Ying Li; Gongsheng Yuan; Chang Yao; Gang Chen 001 (Data Sci. Eng., 2025)

Adda: Towards Efficient in-Database Feature Generation via LLM-based Agents. - Kuan Lu; Zhihui Yang; Sai Wu; Ruichen Xia; Dongxiang Zhang; Gang Chen 001 (Proc. ACM Manag. Data, 2025)

High-Throughput Ingestion for Video Warehouse: Comprehensive Configuration and Effective Exploration. - Baiyan Zhang; Zepeng Li; Dongxiang Zhang; Huan Li 003; Kian-Lee Tan; Gang Chen 001 (Proc. ACM Manag. Data, 2025)

TableCopilot: A Table Assistant Empowered by Natural Language Conditional Table Discovery. - Lingxi Cui; Guanyu Jiang; Huan Li 003; Ke Chen 005; Lidan Shou; Gang Chen 001 (CoRR, 2025)

Toward Real-World Table Agents: Capabilities, Workflows, and Design Principles for LLM-based Table Intelligence. - Jiaming Tian; Liyao Li; Wentao Ye; Haobo Wang 001; Lingxin Wang; Lihua Yu; Zujie Ren; Gang Chen 001; Junbo Zhao 002 (CoRR, 2025)

Robust Quantum Feature Selection With Sparse Optimization Circuit. - Jiaye Li 001; Jiagang Song; Jinjing Shi; Hang Xu; Hao Yu; Gang Chen 001; Shichao Zhang 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

HMI: hierarchical knowledge management for efficient multi-tenant inference in pretrained language models. - Jun Zhang 069; Jue Wang 019; Huan Li 003; Lidan Shou; Ke Chen 005; Gang Chen 001; Qin Xie; Guiming Xie; Xuejian Gong (VLDB J., 2025)

SPA++: Generalized Graph Spectral Alignment for Versatile Domain Adaptation. - Zhiqing Xiao; Haobo Wang 001; Xu Lu; Wentao Ye; Gang Chen 001; Junbo Zhao 002 (CoRR, 2025)

A Survey of Optimization Modeling Meets LLMs: Progress and Future Directions. - Ziyang Xiao; Jingrong Xie; Lilin Xu; Shisi Guan; Jingyan Zhu; Xiongwei Han; Xiaojin Fu; WingYin Yu; Han Wu 004; Wei Shi; Qingcan Kang; Jiahui Duan; et al. (CoRR, 2025)

Advanced Maximal Biclique Enumeration on GPUs Using Bitmaps. - Zhe Pan; Shuibing He; Xu Li 026; Xuechen Zhang 001; Rui Wang 076; Yanlong Yin; Gang Chen 001 (IEEE Trans. Computers, 2025)