Zhongle Xie

53 papers A* 10B 2Journal 38Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
CtrlCoT: Dual-Granularity Chain-of-Thought Compression for Controllable Reasoning.
CoRR
Zhenxuan Fan, Jie Cao, Yang Dai, Zheqi Lv, Wenqiao Zhang, Zhongle Xie, Peng Lu, Beng Chin Ooi
2026 J jnl
DeXOR: Enabling XOR in Decimal Space for Streaming Lossless Compression of Floating-point Data.
CoRR
Chuanyi Lv, Huan Li, Dingyu Yang, Zhongle Xie, Lu Chen, Christian S. Jensen
2026 J jnl
OmniCT: Towards a Unified Slice-Volume LVLM for Comprehensive CT Analysis.
CoRR
Tianwei Lin, Zhongwei Qiu, Wenqiao Zhang, Jiang Liu, Yihan Xie, Mingjian Gao, Zhenxuan Fan, Zhaocheng Li, Sijing Li, Zhongle Xie, Peng Lu, Yueting Zhuang, Ling Zhang, Beng Chin Ooi, Yingda Xia
2026 J jnl
Query as Anchor: Scenario-Adaptive User Representation via Large Language Model.
CoRR
Jiahao Yuan, Yike Xu, Jinyong Wen, Baokun Wang, Ziyi Gao, Xiaotong Lin, Yun Liu, Xing Fu, Yu Cheng, Yongchao Liu, Weiqiang Wang, Zhongle Xie
2026 J jnl
SVFusion: A CPU-GPU Co-Processing Architecture for Large-Scale Real-Time Vector Search.
CoRR
Yuchen Peng, Dingyu Yang, Zhongle Xie, Ji Sun, Lidan Shou, Ke Chen, Gang Chen
2026 J jnl
SVFusion: A CPU-GPU Co-Processing Architecture for Large-Scale Real-Time Vector Search.
Proc. VLDB Endow.
Yuchen Peng, Dingyu Yang, Zhongle Xie, Ji Sun, Lidan Shou, Ke Chen, Gang Chen
2026 J jnl
SafeLoad: Efficient Admission Control Framework for Identifying Memory-Overloading Queries in Cloud Data Warehouses.
CoRR
Yifan Wu, Yuhan Li, Zhenhua Wang, Zhongle Xie, Dingyu Yang, Ke Chen, Lidan Shou, Bo Tang, Liang Lin, Huan Li, Gang Chen
2026 J jnl
Towards Effective Orchestration of AI x DB Workloads.
CoRR
Naili Xing, Haotian Gao, Zhanhao Zhao, Shaofeng Cai, Zhaojing Luo, Yuncheng Wu, Zhongle Xie, Meihui Zhang, Beng Chin Ooi
2025 J jnl
${\sf CHASe}$CHASe: Client Heterogeneity-Aware Data Selection for Effective Federated Active Learning.
IEEE Trans. Knowl. Data Eng.
Jun Zhang, Jue Wang, Huan Li, Zhongle Xie, Ke Chen, Lidan Shou
2025 J jnl
A Comprehensive Study of Shapley Value in Data Analytics.
Proc. VLDB Endow.
Hong Lin, Shixin Wan, Zhongle Xie, Ke Chen, Meihui Zhang, Lidan Shou, Gang Chen
2025 J jnl
A Robust Incomplete Multimodal Low-Rank Adaptation Approach for Emotion Recognition.
CoRR
Xinkui Zhao, Jinsong Shu, Yangyang Wu, Guanjie Cheng, Zihe Liu, Naibo Wang, Shuiguang Deng, Zhongle Xie, Jianwei Yin
2025 J jnl
CHASe: Client Heterogeneity-Aware Data Selection for Effective Federated Active Learning.
CoRR
Jun Zhang, Jue Wang, Huan Li, Zhongle Xie, Ke Chen, Lidan Shou
2025 J jnl
Cohort query processing without misleading aging effects.
VLDB J.
Pengkai Lu, Zhongle Xie, Dawei Jiang, Ke Chen, Lidan Shou
2025 A* conf
FloE: On-the-Fly MoE Inference on Memory-constrained GPU.
ICML
Yuxin Zhou, Zheng Li, Jun Zhang, Jue Wang, Yiping Wang, Zhongle Xie, Ke Chen, Lidan Shou
2025 J jnl
FloE: On-the-Fly MoE Inference on Memory-constrained GPU.
CoRR
Yuxin Zhou, Zheng Li, Jun Zhang, Jue Wang, Yiping Wang, Zhongle Xie, Ke Chen, Lidan Shou
2025 J jnl
Generative AI for Healthcare: Fundamentals, Challenges, and Perspectives.
CoRR
Gang Chen, Changshuo Liu, Gene Anne Ooi, Marcus Tan, Zhongle Xie, Jianwei Yin, James Wei Luen Yip, Wenqiao Zhang, Jiaqi Zhu, Beng Chin Ooi
2025 J jnl
HAKES: Scalable Vector Database for Embedding Search Service.
CoRR
Guoyu Hu, Shaofeng Cai, Tien Tuan Anh Dinh, Zhongle Xie, Cong Yue, Gang Chen, Beng Chin Ooi
2025 J jnl
HAKES: Scalable Vector Database for Embedding Search Service.
Proc. VLDB Endow.
Guoyu Hu, Shaofeng Cai, Tien Tuan Anh Dinh, Zhongle Xie, Cong Yue, Gang Chen, Beng Chin Ooi
2025 J jnl
Instruction-aware User Embedding via Synergistic Language and Representation Modeling.
CoRR
Ziyi Gao, Yike Xu, Jiahao Yuan, Baokun Wang, Jinyong Wen, Xiaotong Lin, Yun Liu, Xing Fu, Yu Cheng, Yongchao Liu, Weiqiang Wang, Zhongle Xie
2025 J jnl
MorphingDB: A Task-Centric AI-Native DBMS for Model Management and Inference.
CoRR
Sai Wu, Ruichen Xia, Dingyu Yang, Rui Wang, Huihang Lai, Jiarui Guan, Jiameng Bai, Dongxiang Zhang, Xiu Tang, Zhongle Xie, Peng Lu, Gang Chen
2025 J jnl
MorphingDB: A Task-Centric AI-Native DBMS for Model Management and Inference.
Proc. ACM Manag. Data
Sai Wu, Ruichen Xia, Dingyu Yang, Rui Wang, Huihang Lai, Jiarui Guan, Jiameng Bai, Dongxiang Zhang, Xiu Tang, Zhongle Xie, Peng Lu, Gang Chen
2025 J jnl
Optimized Batch Prompting for Cost-effective LLMs.
Proc. VLDB Endow.
Zhaoxuan Ji, Xinlu Wang, Zhaojing Luo, Zhongle Xie, Meihui Zhang
2025 J jnl
SafeLoad: Efficient Admission Control Framework for Identifying Memory-Overloading Queries in Cloud Data Warehouses.
Proc. VLDB Endow.
Yifan Wu, Yuhan Li, Zhenhua Wang, Zhongle Xie, Dingyu Yang, Ke Chen, Lidan Shou, Bo Tang, Liang Lin, Huan Li, Gang Chen
2025 J jnl
TokenTiming: A Dynamic Alignment Method for Universal Speculative Decoding Model Pairs.
CoRR
Sibo Xiao, Jinyuan Fu, Zhongle Xie, Lidan Shou
2025 A* conf
Towards Automatic and Efficient Prediction Query Processing in Analytical Database.
ICDE
Yuchen Peng, Zhongle Xie, Ke Chen, Gang Chen, Lidan Shou
2024 J jnl
A Comprehensive Study of Shapley Value in Data Analytics.
CoRR
Hong Lin, Shixin Wan, Zhongle Xie, Ke Chen, Meihui Zhang, Lidan Shou, Gang Chen
2024 B conf
Deep Kernel Calibration.
IJCNN
Zunlei Feng, Wenxiang Xu, Tian Qiu, Jie Lei, Huiqiong Wang, Zhongle Xie
2024 B conf
GAN Doctor: Diagnosing and Treating Inherent Semantic Errors.
IJCNN
Chengji Shen, Zunlei Feng, Zhongle Xie, Jie Lei, Huiqiong Wang, Mingli Song
2024 A* conf
LBSC: A Cost-Aware Caching Framework for Cloud Databases.
ICDE
Zhaoxuan Ji, Zhongle Xie, Yuncheng Wu, Meihui Zhang
2023 J jnl
A Survey on Deep Reinforcement Learning for Data Processing and Analytics.
IEEE Trans. Knowl. Data Eng.
Qingpeng Cai, Can Cui, Yiyuan Xiong, Wei Wang, Zhongle Xie, Meihui Zhang
2023 J jnl
GlassDB: An Efficient Verifiable Ledger Database System Through Transparency.
Proc. VLDB Endow.
Cong Yue, Tien Tuan Anh Dinh, Zhongle Xie, Meihui Zhang, Gang Chen, Beng Chin Ooi, Xiaokui Xiao
2022 A* conf
A Sampling-based Learning Framework for Big Databases.
WWW
Jingtian Zhang, Sai Wu, Junbo Zhao, Zhongle Xie, Feifei Li, Yusong Gao, Gang Chen
2022 A* conf
Continual Federated Learning Based on Knowledge Distillation.
IJCAI
Yuhang Ma, Zhongle Xie, Jue Wang, Ke Chen, Lidan Shou
2022 J jnl
GlassDB: Practical Verifiable Ledger Database Through Transparency.
CoRR
Cong Yue, Tien Tuan Anh Dinh, Zhongle Xie, Meihui Zhang, Gang Chen, Beng Chin Ooi, Xiaokui Xiao
2022 — conf
SynBERT: Chinese Synonym Discovery on Privacy-Constrain Medical Terms with Pre-trained BERT.
APWeb/WAIM (1)
Ling-Ze Meng, Chang Yao, Meihui Zhang, Zhongle Xie
2021 J jnl
A Survey on Deep Reinforcement Learning for Data Processing and Analytics.
CoRR
Qingpeng Cai, Can Cui, Yiyuan Xiong, Wei Wang, Zhongle Xie, Meihui Zhang
2020 — conf
Analysis of Indexing Structures for Immutable Data.
SIGMOD Conference
Cong Yue, Zhongle Xie, Meihui Zhang, Gang Chen, Beng Chin Ooi, Sheng Wang, Xiaokui Xiao
2020 J jnl
Analysis of Indexing Structures for Immutable Data.
CoRR
Cong Yue, Zhongle Xie, Meihui Zhang, Gang Chen, Beng Chin Ooi, Sheng Wang, Xiaokui Xiao
2020 A* conf
Cool, a COhort OnLine analytical processing system.
ICDE
Zhongle Xie, Hongbin Ying, Cong Yue, Meihui Zhang, Gang Chen, Beng Chin Ooi
2020 A* conf
ForkBase: Immutable, Tamper-evident Storage Substrate for Branchable Applications.
ICDE
Qian Lin, Kaiyuan Yang, Tien Tuan Anh Dinh, Qingchao Cai, Gang Chen, Beng Chin Ooi, Pingcheng Ruan, Sheng Wang, Zhongle Xie, Meihui Zhang, Olafs Vandans
2020 J jnl
ForkBase: Immutable, Tamper-evident Storage Substrate for Branchable Applications.
CoRR
Qian Lin, Kaiyuan Yang, Tien Tuan Anh Dinh, Qingchao Cai, Gang Chen, Beng Chin Ooi, Pingcheng Ruan, Sheng Wang, Zhongle Xie, Meihui Zhang, Olafs Vandans
2020 J jnl
Spitz: A Verifiable Database System.
CoRR
Meihui Zhang, Zhongle Xie, Cong Yue, Ziyue Zhong
2020 J jnl
Spitz: A Verifiable Database System.
Proc. VLDB Endow.
Meihui Zhang, Zhongle Xie, Cong Yue, Ziyue Zhong
2018 A* conf
A Comprehensive Performance Evaluation of Modern In-Memory Indices.
ICDE
Zhongle Xie, Qingchao Cai, Gang Chen, Rui Mao, Meihui Zhang
2018 — conf
Cohort Analysis with Ease.
SIGMOD Conference
Zhongle Xie, Qingchao Cai, Fei He, Gene Yan Ooi, Weilong Huang, Beng Chin Ooi
2018 J jnl
Effective Temporal Dependence Discovery in Time Series Data.
Proc. VLDB Endow.
Qingchao Cai, Zhongle Xie, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Meihui Zhang
2018 J jnl
ForkBase: An Efficient Storage Engine for Blockchain and Forkable Applications.
CoRR
Sheng Wang, Tien Tuan Anh Dinh, Qian Lin, Zhongle Xie, Meihui Zhang, Qingchao Cai, Gang Chen, Wanzeng Fu, Beng Chin Ooi, Pingcheng Ruan
2018 J jnl
ForkBase: An Efficient Storage Engine for Blockchain and Forkable Applications.
Proc. VLDB Endow.
Sheng Wang, Tien Tuan Anh Dinh, Qian Lin, Zhongle Xie, Meihui Zhang, Qingchao Cai, Gang Chen, Beng Chin Ooi, Pingcheng Ruan
2017 A* conf
Parallelizing Skip Lists for In-Memory Multi-Core Database Systems.
ICDE
Zhongle Xie, Qingchao Cai, H. V. Jagadish, Beng Chin Ooi, Weng-Fai Wong
2017 J jnl
UStore: A Distributed Storage With Rich Semantics.
CoRR
Tien Tuan Anh Dinh, Ji Wang, Sheng Wang, Gang Chen, Wei-Ngan Chin, Qian Lin, Beng Chin Ooi, Pingcheng Ruan, Kian-Lee Tan, Zhongle Xie, Hao Zhang, Meihui Zhang
2016 J jnl
PI : a Parallel in-memory skip list based Index.
CoRR
Zhongle Xie, Qingchao Cai, H. V. Jagadish, Beng Chin Ooi, Weng-Fai Wong
2016 J jnl
epiCG: A GraphUnit Based Graph Processing Engine on epiC.
Big Data Res.
Yanyan Shen, Qingchao Cai, Wei Lu, Dalie Sun, Zhongle Xie
2015 A* conf
SINGA: A Distributed Deep Learning Platform.
ACM Multimedia
Beng Chin Ooi, Kian-Lee Tan, Sheng Wang, Wei Wang, Qingchao Cai, Gang Chen, Jinyang Gao, Zhaojing Luo, Anthony K. H. Tung, Yuan Wang, Zhongle Xie, Meihui Zhang, Kaiping Zheng