Adaptive Logging for Distributed In-memory Databases. - Chang Yao 001; 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 001; Divyakant Agrawal; Pengfei Chang; Gang Chen 001; Beng Chin Ooi; Weng-Fai Wong; Meihui Zhang 001 (CoRR, 2015)

In-memory Databases: Challenges and Opportunities From Software and Hardware Perspectives. - Kian-Lee Tan; Qingchao Cai; Beng Chin Ooi; Weng-Fai Wong; Chang Yao 001; Hao Zhang 029 (SIGMOD Rec., 2015)

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

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

Scaling distributed transaction processing and recovery based on dependency logging. - Chang Yao 001; Meihui Zhang 001; Qian Lin 002; Beng Chin Ooi; Jiatao Xu (VLDB J., 2018)

Malware Detection by Exploiting Deep Learning over Binary Programs. - Panpan Qi; Zhaoqi Zhang 002; Wei Wang 059; Chang Yao 001 (ICPR, 2020)

SynBERT: Chinese Synonym Discovery on Privacy-Constrain Medical Terms with Pre-trained BERT. - Ling-Ze Meng; Chang Yao 001; Meihui Zhang 001; Zhongle Xie (APWeb/WAIM (1), 2022)

ELDA: Learning Explicit Dual-Interactions for Healthcare Analytics. - Qingpeng Cai 002; Kaiping Zheng; Beng Chin Ooi; Wei Wang 059; Chang Yao 001 (ICDE, 2022)

Spatial-Temporal Correlation Modeling for Motion Prediction. - Yingying Jiao; Haipeng Chen 002; Chang Yao 001; Pengxiang Su; Chong Fu; Xiang Wang 010 (ICME, 2022)

Quantum Computing for Databases: A Short Survey and Vision. - Gongsheng Yuan; Jiaheng Lu; Yuxing Chen 003; Sai Wu; Chang Yao 001; Zhengtong Yan; Tuodu Li; Gang Chen 001 (VLDB Workshops, 2023)

MPCoder: Multi-user Personalized Code Generator with Explicit and Implicit Style Representation Learning. - Zhenlong Dai; Chang Yao 001; WenKang Han; Yuanying Yuanying; Zhipeng Gao 002; Jingyuan Chen (ACL (1), 2024)

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

Lion: Minimizing Distributed Transactions Through Adaptive Replica Provision. - Qiushi Zheng; Zhanhao Zhao; Wei Lu 015; Chang Yao 001; Yuxing Chen 003; Anqun Pan; Xiaoyong Du 001 (ICDE, 2024)

Non-stationary Online Convex Optimization with Arbitrary Delays. - Yuanyu Wan; Chang Yao 001; Mingli Song; Lijun Zhang 005 (ICML, 2024)

Advancing Medical Image Segmentation via Self-supervised Instance-adaptive Prototype Learning. - Guoyan Liang; Qin Zhou; Jingyuan Chen; Zhe Wang; Chang Yao 001 (IJCAI, 2024)

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

FedPAM: Federated Personalized Augmentation Model for Text-to-Image Retrieval. - Yueying Feng; Fan Ma; Wang Lin; Chang Yao 001; Jingyuan Chen; Yi Yang 001 (ICMR, 2024)

E3: Exploring Embodied Emotion Through A Large-Scale Egocentric Video Dataset. - Wang Lin; Yueying Feng; WenKang Han; Tao Jin 004; Zhou Zhao 001; Fei Wu 001; Chang Yao 001; Jingyuan Chen (NeurIPS, 2024)

Improved Regret for Bandit Convex Optimization with Delayed Feedback. - Yuanyu Wan; Chang Yao 001; Mingli Song; Lijun Zhang 005 (NeurIPS, 2024)

Quantum Storage Design for Tables in RDBMS. - Tuodu Li; Gongsheng Yuan; Chang Yao 001; Meng Shi; Ziyue Wang; Ling Qian; Jiaheng Lu (VLDB Workshops, 2024)

Lion: Minimizing Distributed Transactions through Adaptive Replica Provision (Extended Version). - Qiushi Zheng; Zhanhao Zhao; Wei Lu 015; Chang Yao 001; Yuxing Chen 003; Anqun Pan; Xiaoyong Du 001 (CoRR, 2024)

MPCODER: Multi-user Personalized Code Generator with Explicit and Implicit Style Representation Learning. - Zhenlong Dai; Chang Yao 001; WenKang Han; Ying Yuan; Zhipeng Gao 002; Jingyuan Chen (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 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

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

Less Is More: Adaptive Program Repair with Bug Localization and Preference Learning. - Zhenlong Dai; Bingrui Chen; Zhuoluo Zhao; Xiu Tang; Sai Wu; Chang Yao 001; Zhipeng Gao 002; Jingyuan Chen (AAAI, 2025)

Semantic-guided Masked Mutual Learning for Multi-modal Brain Tumor Segmentation with Arbitrary Missing Modalities. - Guoyan Liang; Qin Zhou; Zhe Wang; Jingyuan Chen; Lin Gu 001; Chang Yao 001; Sai Wu; Bingcang Huang; Kai Chen 005 (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 001; Lidan Shou; Gang Chen 001 (ACL (Findings), 2025)

Think Both Ways: Teacher-Student Bidirectional Reasoning Enhances MCQ Generation and Distractor Quality. - Yimiao Qiu; Yang Deng 002; Quanming Yao; Zhimeng Zhang; Zhiang Dong; Chang Yao 001; Jingyuan Chen (ACL (Findings), 2025)

CoLA: Collaborative Low-Rank Adaptation. - Yiyun Zhou; Chang Yao 001; Jingyuan Chen (ACL (Findings), 2025)

Non-Natural Image Understanding with Advancing Frequency-based Vision Encoders. - Wang Lin; Qingsong Wang; Yueying Feng; Shulei Wang; Tao Jin 004; Zhou Zhao 001; Fei Wu 001; Chang Yao 001; Jingyuan Chen (CVPR, 2025)

Contrastive Cross-Course Knowledge Tracing via Concept Graph Guided Knowledge Transfer. - Wenkang Han; Wang Lin; Liya Hu; Zhenlong Dai; Yiyun Zhou; Mengze Li; Zemin Liu; Chang Yao 001; Jingyuan Chen (IJCAI, 2025)

CycSeq: Leveraging Cyclic Data Generation for Accurate Perturbation Prediction in Single-Cell RNA-Seq. - Yicheng Liu; Sai Wu; Tianyun Zhang; Chang Yao 001; Ning Shen (IJCAI, 2025)

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

Boosting MLLM Reasoning with Text-Debiased Hint-GRPO. - Qihan Huang; Long Chan; Jinlong Liu; Wanggui He; Hao Jiang 014; Mingli Song; Jingyuan Chen; Chang Yao 001; Jie Song 011 (CoRR, 2025)

Boosting GNN-Based Link Prediction via PU-AUC Optimization. - Yuren Mao; Yu Hao 003; Xin Cao 001; Yunjun Gao; Chang Yao 001; Xuemin Lin 001 (IEEE Trans. Knowl. Data Eng., 2025)

Contrastive Cross-Course Knowledge Tracing via Concept Graph Guided Knowledge Transfer. - WenKang Han; Wang Lin; Liya Hu; Zhenlong Dai; Yiyun Zhou; Mengze Li; Zemin Liu; Chang Yao 001; Jingyuan Chen (CoRR, 2025)

GUIRoboTron-Speech: Towards Automated GUI Agents Based on Speech Instructions. - Wenkang Han; Zhixiong Zeng; Jing Huang; Shu Jiang; Liming Zheng; Longrong Yang; Haibo Qiu; Chang Yao 001; Jingyuan Chen; Lin Ma (CoRR, 2025)

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

Show and Polish: Reference-Guided Identity Preservation in Face Video Restoration. - WenKang Han; Wang Lin; Yiyun Zhou; Qi Liu; Shulei Wang; Chang Yao 001; Jingyuan Chen (CoRR, 2025)

CoLA: Model Collaboration for Log-based Anomaly Detection. - Xuhang Zhu; Xiu Tang; Sai Wu; Jichen Li; Haobo Wang 001; Chang Yao 001; Quanqing Xu; Gang Chen 001 (Proc. VLDB Endow., 2025)

A Demonstration of QueryArtisan: Real-Time Data Lake Analysis via Dynamically Generated Data Manipulation Code. - Wenhao Liu; Xiu Tang; Sai Wu; Chang Yao 001; Gongsheng Yuan; Gang Chen 001 (Proc. VLDB Endow., 2025)

Cognitive-Level Adaptive Generation via Capability-Aware Retrieval and Style Adaptation. - Qingsong Wang; Tao Wu; Wang Lin; Yueying Feng; Gongsheng Yuan; Chang Yao 001; Jingyuan Chen (CoRR, 2025)