Lidan Shou

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 71

Top Venues

Proc. VLDB Endow.

ICDE

IEEE Trans. Knowl. Data Eng.

CoRR

Publications

Hongjia Zou, Lidan Shou, Ke Chen, Xuan Zhou
MCF-KV: Multi-Cuckoo-Filter Index based Key-Value Store with Persistent Memory. EDBT (2024)
Feng Chen, Shuhan Yuan, Jilin Hu, Cheng-Te Li, Rudy Raymond, Lidan Shou
Editorial: Rising stars in data mining and management 2022. Frontiers Big Data 6 (2024)
Cheng Peng, Ke Chen, Lidan Shou, Gang Chen
Variational Hybrid-Attention Framework for Multi-Label Few-Shot Aspect Category Detection. AAAI (2024)
Hong Lin, Ke Chen, Dawei Jiang, Lidan Shou, Gang Chen
Correction to: "Refiner: a reliable and efficient incentive-driven federated learning system powered by blockchain". VLDB J. 33 (5) (2024)
Cheng Peng, Haobo Wang, Jue Wang, Lidan Shou, Ke Chen, Gang Chen, Chang Yao
Learning Label-Adaptive Representation for Large-Scale Multi-Label Text Classification. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Lingxi Cui, Huan Li, Ke Chen, Lidan Shou, Gang Chen
Tabular Data Augmentation for Machine Learning: Progress and Prospects of Embracing Generative AI. CoRR (2024)
Hong Lin, Ke Chen, Dawei Jiang, Lidan Shou, Gang Chen
Refiner: a reliable and efficient incentive-driven federated learning system powered by blockchain. VLDB J. 33 (3) (2024)
Zhuo Lei, Qiang Yu, Lidan Shou, Shengquan Li, Yunqing Mao
A GAN based Video Summarization Method with Representation Loss. ICMR (2024)
Hong Lin, Lidan Shou, Ke Chen, Gang Chen, Sai Wu
FL-GUARD: A Holistic Framework for Run-Time Detection and Recovery of Negative Federated Learning. CoRR (2024)
Hong Lin, Lidan Shou, Ke Chen, Gang Chen, Sai Wu
FL-GUARD: A Holistic Framework for Run-Time Detection and Recovery of Negative Federated Learning. Data Sci. Eng. 9 (2) (2024)
Jun Zhang, Jue Wang, Huan Li, Lidan Shou, Ke Chen, Gang Chen, Sharad Mehrotra
Draft& Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding. ACL (1) (2024)
Zhenghao Wang, Lidan Shou, Ke Chen, Xuan Zhou
BushStore: Efficient B+Tree Group Indexing for LSM-Tree in Non-Volatile Memory. ICDE (2024)
Cheng Peng, Ke Chen, Lidan Shou, Gang Chen
CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-Modal Multi-Label Emotion Recognition. AAAI (2024)
Linzhu Yu, Huan Li, Ke Chen, Lidan Shou
BoKA: Bayesian Optimization based Knowledge Amalgamation for Multi-unknown-domain Text Classification. KDD (2024)
Jun Zhang, Huan Li, Dazhong Rong, Yan Zhao, Ke Chen, Lidan Shou
Preventing the Popular Item Embedding Based Attack in Federated Recommendations. ICDE (2024)
Cheng Peng, Haobo Wang, Ke Chen, Lidan Shou, Chang Yao, Runze Wu, Gang Chen
CoMAL: Contrastive Active Learning for Multi-Label Text Classification. KDD (2024)
Jue Wang, Dajie Dong, Lidan Shou, Ke Chen, Gang Chen
Effective Continual Learning for Text Classification with Lightweight Snapshots. AAAI (2023)
Cheng Peng, Ke Chen, Lidan Shou, Gang Chen
CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-modal Multi-label Emotion Recognition. CoRR (2023)
Jun Zhang, Jue Wang, Huan Li, Lidan Shou, Ke Chen, Gang Chen, Sharad Mehrotra
Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding. CoRR (2023)
Jue Wang, Ke Chen, Lidan Shou, Dawei Jiang, Gang Chen
SMILE: A Cost-Effective System for Serving Massive Pretrained Language Models in The Cloud. SIGMOD Conference Companion (2023)
Zhuo Lei, Qiang Yu, Lidan Shou, Shengquan Li, Yunqing Mao
An Unsupervised Video Summarization Method Based on Multimodal Representation. ICIC (5) (2023)
Yuchen Peng, Ke Chen, Lidan Shou, Dawei Jiang, Gang Chen
AQUA: Automatic Collaborative Query Processing in Analytical Database. Proc. VLDB Endow. 16 (12) (2023)
Shuibing He, Ping Chen, Shuaiben Chen, Zheng Li, Siling Yang, Weijian Chen, Lidan Shou
HOME: A Holistic GPU Memory Management Framework for Deep Learning. IEEE Trans. Computers 72 (3) (2023)
Xin'ao Wang, Huan Li, Ke Chen, Lidan Shou
FedBFPT: An Efficient Federated Learning Framework for Bert Further Pre-training. IJCAI (2023)
Yujia Ding, Huan Li, Ke Chen, Lidan Shou
TPUF: Enhancing Cross-domain Sequential Recommendation via Transferring Pre-trained User Features. CIKM (2023)
Linzhu Yu, Dawei Jiang, Ke Chen, Lidan Shou
Arm: Efficient Learning of Neural Retrieval Models with Desired Accuracy by Automatic Knowledge Amalgamation. SIGIR (2022)
Tiantian Liu, Zijin Feng, Huan Li, Hua Lu, Lidan Shou, Jianliang Xu
IKAROS: An Indoor Keyword-Aware Routing System. ICDE (2022)
Jue Wang, Ke Chen, Gang Chen, Lidan Shou, Julian J. McAuley
SkipBERT: Efficient Inference with Shallow Layer Skipping. ACL (1) (2022)
Zhifei Pang, Sai Wu, Gang Chen, Lidan Shou, Ke Chen, Bingsheng He
A Stack-Centric Processing Model for Iterative Processing. IEEE Trans. Big Data 8 (2) (2022)
Yuhang Ma, Zhongle Xie, Jue Wang, Ke Chen, Lidan Shou
Continual Federated Learning Based on Knowledge Distillation. IJCAI (2022)
Yu Yin, Ke Chen, Lidan Shou, Gang Chen
Defending Privacy Against More Knowledgeable Membership Inference Attackers. KDD (2021)
Tiantian Liu, Huan Li, Hua Lu, Muhammad Aamir Cheema, Lidan Shou
Towards Crowd-aware Indoor Path Planning. Proc. VLDB Endow. 14 (8) (2021)
Zhebin Zhang, Dajie Dong, Yuhang Ma, Yilong Ying, Dawei Jiang, Ke Chen, Lidan Shou, Gang Chen
Refiner: A Reliable Incentive-Driven Federated Learning System Powered by Blockchain. Proc. VLDB Endow. 14 (12) (2021)
Xiaolong Zhang, Lanqing Li, Yuan Wang, E. Chen, Lidan Shou
Zeus: Improving Resource Efficiency via Workload Colocation for Massive Kubernetes Clusters. IEEE Access 9 (2021)
Tiantian Liu, Huan Li, Hua Lu, Muhammad Aamir Cheema, Lidan Shou
Indoor Spatial Queries: Modeling, Indexing, and Processing. EDBT (2021)
Jue Wang, Ke Chen, Lidan Shou, Sai Wu, Gang Chen
Effective Slot Filling via Weakly-Supervised Dual-Model Learning. AAAI (2021)
Xiaxia Wang, Sai Wu, Lidan Shou, Ke Chen
An Interactive NL2SQL Approach with Reuse Strategy. DASFAA (2) (2021)
Xiu Tang, Sai Wu, Gang Chen, Ke Chen, Lidan Shou
Learning to Label with Active Learning and Reinforcement Learning. DASFAA (2) (2021)
Tiantian Liu, Huan Li, Hua Lu, Muhammad Aamir Cheema, Lidan Shou
Towards Crowd-aware Indoor Path Planning (Extended Version). CoRR (2021)
Hong Lin, Lidan Shou, Ke Chen, Gang Chen, Sai Wu
LINDT: Tackling Negative Federated Learning with Local Adaptation. CoRR (2020)
Tiantian Liu, Huan Li, Hua Lu, Muhammad Aamir Cheema, Lidan Shou
An Experimental Analysis of Indoor Spatial Queries: Modeling, Indexing, and Processing. CoRR (2020)
Huan Li, Hua Lu, Muhammad Aamir Cheema, Lidan Shou, Gang Chen
Indoor Mobility Semantics Annotation Using Coupled Conditional Markov Networks. ICDE (2020)
Jingtian Zhang, Lidan Shou, Sai Wu, Gang Chen, Ke Chen
A two-phase approach for unexpected pattern mining. Expert Syst. Appl. 141 (2020)
Huan Li, Hua Lu, Gang Chen, Ke Chen, Qinkuang Chen, Lidan Shou
Toward Translating Raw Indoor Positioning Data into Mobility Semantics. Trans. Data Sci. 1 (4) (2020)
Jue Wang, Lidan Shou, Ke Chen, Gang Chen
Pyramid: A Layered Model for Nested Named Entity Recognition. ACL (2020)
Zijin Feng, Tiantian Liu, Huan Li, Hua Lu, Lidan Shou, Jianliang Xu
Indoor Top-k Keyword-aware Routing Query. ICDE (2020)
Huan Li, Hua Lu, Lidan Shou, Gang Chen, Ke Chen
In Search of Indoor Dense Regions: An Approach Using Indoor Positioning Data. ICDE (2019)
Ping Zhao, Lidan Shou, Ke Chen, Gang Chen, Xiaofan Wu
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). 计算机科学 46 (10) (2019)
Pai Peng, Xiaoling Gu, Suguo Zhu, Lidan Shou, Gang Chen
One net to rule them all: efficient recognition and retrieval of POI from geo-tagged photos. Multim. Tools Appl. 78 (17) (2019)
Huan Li, Hua Lu, Lidan Shou, Gang Chen, Ke Chen
Finding Most Popular Indoor Semantic Locations Using Uncertain Mobility Data. ICDE (2019)
Ke Chen, Lei Feng, Qingkuang Chen, Gang Chen, Lidan Shou
EXACT: Attributed Entity Extraction By Annotating Texts. SIGIR (2019)
Xiaoling Gu, Yongkang Wong, Lidan Shou, Pai Peng, Gang Chen, Mohan S. Kankanhalli
Multi-Modal and Multi-Domain Embedding Learning for Fashion Retrieval and Analysis. IEEE Trans. Multim. 21 (6) (2019)
Jue Wang, Ke Chen, Lidan Shou, Sai Wu, Sharad Mehrotra
Semi-Supervised Few-Shot Learning for Dual Question-Answer Extraction. CoRR (2019)
Huan Li, Hua Lu, Lidan Shou, Gang Chen, Ke Chen
Finding Most Popular Indoor Semantic Locations Using Uncertain Mobility Data. IEEE Trans. Knowl. Data Eng. 31 (11) (2019)
Xinjing Zhou, Lidan Shou, Ke Chen, Wei Hu, Gang Chen
DPTree: Differential Indexing for Persistent Memory. Proc. VLDB Endow. 13 (4) (2019)
Ying Yu, Ke Chen, Lidan Shou, Gang Chen, Xiaofan Wu
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). 计算机科学 46 (10) (2019)
Yongxin Tong, Lei Chen, Zimu Zhou, H. V. Jagadish, Lidan Shou, Weifeng Lv
SLADE: A Smart Large-Scale Task Decomposer in Crowdsourcing. ICDE (2019)
Ran Jin, Gang Chen, Anthony K. H. Tung, Lidan Shou, Beng Chin Ooi, Yuting Gu
DIM: a distributed air index based on MapReduce for spatial query processing in road networks. EURASIP J. Wirel. Commun. Netw. 2018 (2018)
Huan Li, Hua Lu, Feichao Shi, Gang Chen, Ke Chen, Lidan Shou
TRIPS: A System for Translating Raw Indoor Positioning Data into Visual Mobility Semantics. Proc. VLDB Endow. 11 (12) (2018)
Huan Li, Hua Lu, Lidan Shou, Gang Chen, Ke Chen
In Search of Indoor Dense Regions: An Approach Using Indoor Positioning Data. IEEE Trans. Knowl. Data Eng. 30 (8) (2018)
Ran Jin, Gang Chen, Anthony K. H. Tung, Lidan Shou, Beng Chin Ooi
An Optimized Iterative Semantic Compression Algorithm And Parallel Processing for Large Scale Data. KSII Trans. Internet Inf. Syst. 12 (6) (2018)
Yongxin Tong, Lei Chen, Zimu Zhou, H. V. Jagadish, Lidan Shou, Weifeng Lv
SLADE: A Smart Large-Scale Task Decomposer in Crowdsourcing. IEEE Trans. Knowl. Data Eng. 30 (8) (2018)
Zhifei Pang, Sai Wu, Gang Chen, Ke Chen, Lidan Shou
FlashView: An Interactive Visual Explorer for Raw Data. Proc. VLDB Endow. 10 (12) (2017)
Xinyuan Luo, Ke Chen, Guifeng Pang, Lidan Shou, Gang Chen
Visible Nearest Neighbor Search for Objects Moving on Consecutive Trajectories. ISPA/IUCC (2017)
Xinyuan Luo, Sai Wu, Wei Wang, Lidan Shou
Tuning the granularity of parallelism for distributed graph processing. Distributed Parallel Databases 35 (2) (2017)
Xiaoling Gu, Sai Wu, Pai Peng, Lidan Shou, Ke Chen, Gang Chen
CSIR4G: An effective and efficient cross-scenario image retrieval model for glasses. Inf. Sci. 417 (2017)
Xiaoling Gu, Yongkang Wong, Pai Peng, Lidan Shou, Gang Chen, Mohan S. Kankanhalli
Understanding Fashion Trends from Street Photos via Neighbor-Constrained Embedding Learning. ACM Multimedia (2017)
Xiaoling Gu, Lidan Shou, Pai Peng, Ke Chen, Sai Wu, Gang Chen
iGlasses: A Novel Recommendation System for Best-fit Glasses. SIGIR (2016)
Pai Peng, Lidan Shou, Ke Chen, Gang Chen, Sai Wu
KISS: Knowing Camera Prototype System for Recognizing and Annotating Places-of-Interest. IEEE Trans. Knowl. Data Eng. 28 (4) (2016)
Zhu Zhu, Lidan Shou, Ke Chen
Get into the spirit of a location by mining user-generated travelogues. Neurocomputing 204 (2016)
Huan Li, Hua Lu, Xin Chen, Gang Chen, Ke Chen, Lidan Shou
Vita: A Versatile Toolkit for Generating Indoor Mobility Data for Real-World Buildings. Proc. VLDB Endow. 9 (13) (2016)
Zhenhua Wang, Lidan Shou, Ke Chen, Gang Chen, Sharad Mehrotra
On Summarization and Timeline Generation for Evolutionary Tweet Streams. IEEE Trans. Knowl. Data Eng. 27 (5) (2015)
Yuxin Zheng, Zhifeng Bao, Lidan Shou, Anthony K. H. Tung
INSPIRE: A Framework for Incremental Spatial Prefix Query Relaxation. IEEE Trans. Knowl. Data Eng. 27 (7) (2015)
Sai Wu, Gang Chen, Ke Chen, Feng Li, Lidan Shou
HM: A Column-Oriented MapReduce System on Hybrid Storage. IEEE Trans. Knowl. Data Eng. 27 (12) (2015)
Zhenhua Wang, Ping He, Lidan Shou, Ke Chen, Sai Wu, Gang Chen
Toward the New Item Problem: Context-Enhanced Event Recommendation in Event-Based Social Networks. ECIR (2015)
Huan Li, Pai Peng, Hua Lu, Lidan Shou, Ke Chen, Gang Chen
: efficient and effective camera calibration in indoor environments. UbiComp/ISWC Adjunct (2015)
Kuang Mao, Lidan Shou, Ju Fan, Gang Chen, Mohan S. Kankanhalli
Competence-Based Song Recommendation: Matching Songs to One's Singing Skill. IEEE Trans. Multim. 17 (3) (2015)
Yongluan Zhou, Lidan Shou, Xuan Shang, Ke Chen
Dissemination of anonymized streaming data. DEBS (2015)
Xiaoling Gu, Pai Peng, Mengwen Li, Sai Wu, Lidan Shou, Gang Chen
Cross-Scenario Eyeglasses Retrieval via EGYPT Model. ICMR (2015)
Pai Peng, Hongxiang Chen, Lidan Shou, Ke Chen, Gang Chen, Chang Xu
DeepCamera: A Unified Framework for Recognizing Places-of-Interest based on Deep ConvNets. CIKM (2015)
Chunyang Ma, Yongluan Zhou, Lidan Shou, Gang Chen
PROM: Efficient matching query processing on high-dimensional data. Inf. Sci. 322 (2015)
Yongluan Zhou, Chunyang Ma, Qingsong Guo, Lidan Shou, Gang Chen
Sequence Pattern Matching over Time-Series Data with Temporal Uncertainty. EDBT (2014)
Lidan Shou, He Bai, Ke Chen, Gang Chen
Supporting Privacy Protection in Personalized Web Search. IEEE Trans. Knowl. Data Eng. 26 (2) (2014)
Sai Wu, Gang Chen, Ke Chen, Lidan Shou, Hui Cao, He Bai
yzBigData: Provisioning Customizable Solution for Big Data. Proc. VLDB Endow. 7 (13) (2014)
Chao Zhang, Jiawei Han, Lidan Shou, Jiajun Lu, Thomas La Porta
Splitter: Mining Fine-Grained Sequential Patterns in Semantic Trajectories. Proc. VLDB Endow. 7 (9) (2014)
Yuxin Zheng, Zhifeng Bao, Lidan Shou, Anthony K. H. Tung
MESA: A Map Service to Support Fuzzy Type-ahead Search over Geo-Textual Data. Proc. VLDB Endow. 7 (13) (2014)
Lidan Shou
Front Matter. Proc. VLDB Endow. 7 (11) (2014)
Pai Peng, Lidan Shou, Ke Chen, Gang Chen, Sai Wu
The knowing camera 2: recognizing and annotating places-of-interest in smartphone photos. SIGIR (2014)
Kuang Mao, Ju Fan, Lidan Shou, Gang Chen, Mohan S. Kankanhalli
Song Recommendation for Social Singing Community. ACM Multimedia (2014)
Xianke Zhou, Sai Wu, Gang Chen, Lidan Shou
kNN processing with co-space distance in SoLoMo systems. Expert Syst. Appl. 41 (16) (2014)
Xiaoling Gu, Lidan Shou, Hua Lu, Gang Chen
A generic framework for cyber-physical web. MCS@Middleware (2013)
Lidan Shou, Zhenhua Wang, Ke Chen, Gang Chen
Sumblr: continuous summarization of evolving tweet streams. SIGIR (2013)
Lidan Shou, Kuang Mao, Xinyuan Luo, Ke Chen, Gang Chen, Tianlei Hu
Competence-based song recommendation. SIGIR (2013)
Lidan Shou, Sai Wu
Supporting Efficient Social Media Search in Cyber-Physical Web. IEEE Data Eng. Bull. 36 (3) (2013)
Peng Lu, Sai Wu, Lidan Shou, Kian-Lee Tan
An efficient and compact indexing scheme for large-scale data store. ICDE (2013)
Lidan Shou, Xuan Shang, Ke Chen, Gang Chen, Chao Zhang
Supporting Pattern-Preserving Anonymization for Time-Series Data. IEEE Trans. Knowl. Data Eng. 25 (4) (2013)
Chunyang Ma, Hua Lu, Lidan Shou, Gang Chen
KSQ: Top-(k) Similarity Query on Uncertain Trajectories. IEEE Trans. Knowl. Data Eng. 25 (9) (2013)
Pai Peng, Lidan Shou, Ke Chen, Gang Chen, Sai Wu
The knowing camera: recognizing places-of-interest in smartphone photos. SIGIR (2013)
Lidan Shou, Xiaolong Zhang, Gang Chen, Yuan Gao, Ke Chen
MUD: Mapping-based query processing for high-dimensional uncertain data. Inf. Sci. 198 (2012)
Nan Chen, Lidan Shou, Gang Chen, Yunjun Gao, Jinxiang Dong
PRISMO: predictive skyline query processing over moving objects. J. Zhejiang Univ. Sci. C 13 (2) (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Lidan Shou