Lingyang Chu

66 papers A* 15A 2B 5Journal 36Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Fast and Effective Overwrite Attack Against DNN-Based Image Watermarking Models.
IEEE Trans. Multim.
Shaoxin Li, Xiaofeng Liao, Qiqi Zhang, Yuanqi Xue, Lingyang Chu
2025 — conf
Federated k-Core Decomposition: A Secure Distributed Approach.
ASONAM (2)
Bin Guo, Emil Sekerinski, Lingyang Chu
2025 J jnl
Finding Antagonistic Communities in Signed Uncertain Graphs.
IEEE Trans. Knowl. Data Eng.
Qiqi Zhang, Lingyang Chu, Zijin Zhao, Jian Pei
2025 — conf
MatchGen: Detecting Medical Abnormal Region by Generating Matched Normal Regions.
MICCAI (16)
Xinyu Ma, Jinhui Ma, Shiqi He, Xin Che, Hon Yiu So, Lingyang Chu
2024 J jnl
AMUSE: Adaptive Multi-Segment Encoding for Dataset Watermarking.
CoRR
Saeed Ranjbar Alvar, Mohammad Akbari, David (Ming Xuan) Yue, Lingyang Chu, Yong Zhang
2024 — conf
Cocktail Universal Adversarial Attack on Deep Neural Networks.
ECCV (65)
Shaoxin Li, Xiaofeng Liao, Xin Che, Xintong Li, Yong Zhang, Lingyang Chu
2024 A* conf
Efficient Asynchronous Federated Learning with Prospective Momentum Aggregation and Fine-Grained Correction.
AAAI
Yu Zang, Zhe Xue, Shilong Ou, Lingyang Chu, Junping Du, Yunfei Long
2024 J jnl
Federated k-Core Decomposition: A Secure Distributed Approach.
CoRR
Bin Guo, Emil Sekerinski, Lingyang Chu
2024 — conf
Interpretable Deep Graph-Level Clustering: A Prototype-Based Approach.
ICPR (4)
Jianbin Cui, Lingyang Chu
2024 — conf
Multifaceted Anchor Nodes Attack on Graph Neural Networks: A Budget-Efficient Approach.
ICPR (3)
Huanzhang Zhu, Shaoxin Li, Lingyang Chu
2024 — conf
Primary Key Free Watermarking for Numerical Tabular Datasets in Machine Learning.
ICPR (31)
Xin Che, Mohammad Akbari, Shaoxin Li, David (Ming Xuan) Yue, Yong Zhang, Lingyang Chu
2024 A* conf
TabularMark: Watermarking Tabular Datasets for Machine Learning.
CCS
Yihao Zheng, Haocheng Xia, Junyuan Pang, Jinfei Liu, Kui Ren, Lingyang Chu, Yang Cao, Li Xiong
2024 J jnl
TabularMark: Watermarking Tabular Datasets for Machine Learning.
CoRR
Yihao Zheng, Haocheng Xia, Junyuan Pang, Jinfei Liu, Kui Ren, Lingyang Chu, Yang Cao, Li Xiong
2024 B conf
Training Fair Models in Federated Learning without Data Privacy Infringement.
IEEE Big Data
Xin Che, Jingdi Hu, Zirui Zhou, Yong Zhang, Lingyang Chu
2023 J jnl
Deep learning to refine the identification of high-quality clinical research articles from the biomedical literature: Performance evaluation.
J. Biomed. Informatics
Cynthia Lokker, Elham Bagheri, Wael Abdelkader, Rick Parrish, Muhammad Afzal, Tamara Navarro, Chris Cotoi, Federico Germini, Lori Linkins, R. Brian Haynes, Lingyang Chu, Alfonso Iorio
2023 A* conf
FedCD: A Classifier Debiased Federated Learning Framework for Non-IID Data.
ACM Multimedia
Yunfei Long, Zhe Xue, Lingyang Chu, Tianlong Zhang, Junjiang Wu, Yu Zang, Junping Du
2023 A* conf
Lumos: Heterogeneity-aware Federated Graph Learning over Decentralized Devices.
ICDE
Qiying Pan, Yifei Zhu, Lingyang Chu
2023 J jnl
Lumos: Heterogeneity-aware Federated Graph Learning over Decentralized Devices.
CoRR
Qiying Pan, Yifei Zhu, Lingyang Chu
2022 J jnl
Cosine Model Watermarking Against Ensemble Distillation.
CoRR
Laurent Charette, Lingyang Chu, Yizhou Chen, Jian Pei, Lanjun Wang, Yong Zhang
2022 A* conf
Cosine Model Watermarking against Ensemble Distillation.
AAAI
Laurent Charette, Lingyang Chu, Yizhou Chen, Jian Pei, Lanjun Wang, Yong Zhang
2022 B conf
Flexible Order Aware Sequential Recommendation.
ICMR
Mingda Qian, Xiaoyan Gu, Lingyang Chu, Feifei Dai, Haihui Fan, Bo Li
2022 — conf
Mining Minority-Class Examples with Uncertainty Estimates.
MMM (1)
Gursimran Singh, Lingyang Chu, Lanjun Wang, Jian Pei, Qi Tian, Yong Zhang
2022 J jnl
Revealing Unfair Models by Mining Interpretable Evidence.
CoRR
Mohit Bajaj, Lingyang Chu, Vittorio Romaniello, Gursimran Singh, Jian Pei, Zirui Zhou, Lanjun Wang, Yong Zhang
2021 J jnl
Achieving Model Fairness in Vertical Federated Learning.
CoRR
Changxin Liu, Zirui Zhou, Yang Shi, Jian Pei, Lingyang Chu, Yong Zhang
2021 J jnl
Comprehensible Counterfactual Explanation on Kolmogorov-Smirnov Test.
Proc. VLDB Endow.
Zicun Cong, Lingyang Chu, Yu Yang, Jian Pei
2021 J jnl
FedFair: Training Fair Models In Cross-Silo Federated Learning.
CoRR
Lingyang Chu, Lanjun Wang, Yanjie Dong, Jian Pei, Zirui Zhou, Yong Zhang
2021 A* conf
Finding Representative Interpretations on Convolutional Neural Networks.
ICCV
Peter Cho-Ho Lam, Lingyang Chu, Maxim Torgonskiy, Jian Pei, Yong Zhang, Lanjun Wang
2021 J jnl
Finding Representative Interpretations on Convolutional Neural Networks.
CoRR
Peter Cho-Ho Lam, Lingyang Chu, Maxim Torgonskiy, Jian Pei, Yong Zhang, Lanjun Wang
2021 J jnl
Finding Route Hotspots in Large Labeled Networks.
IEEE Trans. Knowl. Data Eng.
Mingtao Lei, Xi Zhang, Lingyang Chu, Zhefeng Wang, Philip S. Yu, Binxing Fang
2021 J jnl
Mining Minority-class Examples With Uncertainty Estimates.
CoRR
Gursimran Singh, Lingyang Chu, Lanjun Wang, Jian Pei, Qi Tian, Yong Zhang
2021 J jnl
Model Complexity of Deep Learning: A Survey.
CoRR
Xia Hu, Lingyang Chu, Jian Pei, Weiqing Liu, Jiang Bian
2021 J jnl
Model complexity of deep learning: a survey.
Knowl. Inf. Syst.
Xia Hu, Lingyang Chu, Jian Pei, Weiqing Liu, Jiang Bian
2021 A* conf
Personalized Cross-Silo Federated Learning on Non-IID Data.
AAAI
Yutao Huang, Lingyang Chu, Zirui Zhou, Lanjun Wang, Jiangchuan Liu, Jian Pei, Yong Zhang
2021 A* conf
Robust Counterfactual Explanations on Graph Neural Networks.
NeurIPS
Mohit Bajaj, Lingyang Chu, Zi Yu Xue, Jian Pei, Lanjun Wang, Peter Cho-Ho Lam, Yong Zhang
2021 J jnl
Robust Counterfactual Explanations on Graph Neural Networks.
CoRR
Mohit Bajaj, Lingyang Chu, Zi Yu Xue, Jian Pei, Lanjun Wang, Peter Cho-Ho Lam, Yong Zhang
2021 A* conf
Stealthy Targeted Data Poisoning Attack on Knowledge Graphs.
ICDE
Prithu Banerjee, Lingyang Chu, Yong Zhang, Laks V. S. Lakshmanan, Lanjun Wang
2021 A* conf
Towards Fair Federated Learning.
KDD
Zirui Zhou, Lingyang Chu, Changxin Liu, Lanjun Wang, Jian Pei, Yong Zhang
2020 J jnl
Comprehensible Counterfactual Interpretation on Kolmogorov-Smirnov Test.
CoRR
Zicun Cong, Lingyang Chu, Yu Yang, Jian Pei
2020 A* conf
Exact and Consistent Interpretation of Piecewise Linear Models Hidden behind APIs: A Closed Form Solution.
ICDE
Zicun Cong, Lingyang Chu, Lanjun Wang, Xia Hu, Jian Pei
2020 J jnl
Mining top-k sequential patterns in transaction database graphs.
World Wide Web
Mingtao Lei, Lingyang Chu, Zhefeng Wang, Jian Pei, Caifeng He, Xi Zhang, Binxing Fang
2020 J jnl
Personalized Federated Learning: An Attentive Collaboration Approach.
CoRR
Yutao Huang, Lingyang Chu, Zirui Zhou, Lanjun Wang, Jiangchuan Liu, Jian Pei, Yong Zhang
2019 J jnl
A common subgraph correspondence mining framework for map search services.
Multim. Tools Appl.
Wu Liu, Lingheng Zhu, Lingyang Chu, Huadong Ma
2019 J jnl
Classification with label noise: a Markov chain sampling framework.
Data Min. Knowl. Discov.
Zijin Zhao, Lingyang Chu, Dacheng Tao, Jian Pei
2019 J jnl
Exact and Consistent Interpretation of Piecewise Linear Models Hidden behind APIs: A Closed Form Solution.
CoRR
Zicun Cong, Lingyang Chu, Lanjun Wang, Xia Hu, Jian Pei
2019 J jnl
Finding Route Hotspots in Large Labeled Networks.
CoRR
Mingtao Lei, Xi Zhang, Lingyang Chu, Zhefeng Wang, Philip S. Yu, Binxing Fang
2019 J jnl
Finding Theme Communities from Database Networks.
Proc. VLDB Endow.
Lingyang Chu, Zhefeng Wang, Jian Pei, Yanyan Zhang, Yu Yang, Enhong Chen
2019 J jnl
Online Density Bursting Subgraph Detection from Temporal Graphs.
Proc. VLDB Endow.
Lingyang Chu, Yanyan Zhang, Yu Yang, Lanjun Wang, Jian Pei
2018 A* conf
Exact and Consistent Interpretation for Piecewise Linear Neural Networks: A Closed Form Solution.
KDD
Lingyang Chu, Xia Hu, Juhua Hu, Lanjun Wang, Jian Pei
2018 J jnl
Exact and Consistent Interpretation for Piecewise Linear Neural Networks: A Closed Form Solution.
CoRR
Lingyang Chu, Xia Hu, Juhua Hu, Lanjun Wang, Jian Pei
2018 A* conf
Mining Density Contrast Subgraphs.
ICDE
Yu Yang, Lingyang Chu, Yanyan Zhang, Zhefeng Wang, Jian Pei, Enhong Chen
2018 J jnl
Mining Density Contrast Subgraphs.
CoRR
Yu Yang, Lingyang Chu, Yanyan Zhang, Zhefeng Wang, Jian Pei, Enhong Chen
2018 J jnl
Mining Top-k Sequential Patterns in Database Graphs: A New Challenging Problem and a Sampling-based Approach.
CoRR
Mingtao Lei, Lingyang Chu, Zhefeng Wang
2017 J jnl
Activity Maximization by Effective Information Diffusion in Social Networks.
IEEE Trans. Knowl. Data Eng.
Zhefeng Wang, Yu Yang, Jian Pei, Lingyang Chu, Enhong Chen
2017 J jnl
Finding Theme Communities from Database Networks: from Mining to Indexing and Query Answering.
CoRR
Lingyang Chu, Zhefeng Wang, Jian Pei, Yanyan Zhang, Yu Yang, Enhong Chen
2017 — conf
Query from Sketch: A Common Subgraph Correspondence Mining Framework.
BigMM
Lingheng Zhu, Wu Liu, Lingyang Chu, Peiye Liu, Xiaoyan Gu
2016 J jnl
Effective Multimodality Fusion Framework for Cross-Media Topic Detection.
IEEE Trans. Circuits Syst. Video Technol.
Lingyang Chu, Yanyan Zhang, Guorong Li, Shuhui Wang, Weigang Zhang, Qingming Huang
2016 A* conf
Finding Gangs in War from Signed Networks.
KDD
Lingyang Chu, Zhefeng Wang, Jian Pei, Jiannan Wang, Zijin Zhao, Enhong Chen
2016 B conf
Tradeoffs between density and size in extracting dense subgraphs: A unified framework.
ASONAM
Zhefeng Wang, Lingyang Chu, Jian Pei, Abdullah Al-Barakati, Enhong Chen
2015 J jnl
ALID: Scalable Dominant Cluster Detection.
Proc. VLDB Endow.
Lingyang Chu, Shuhui Wang, Siyuan Liu, Qingming Huang, Jian Pei
2014 J jnl
ALID: Scalable Dominant Cluster Detection.
CoRR
Lingyang Chu, Shuhui Wang, Siyuan Liu, Qingming Huang, Jian Pei
2014 A conf
Graph-Density-based visual word vocabulary for image retrieval.
ICME
Lingyang Chu, Shuhui Wang, Yanyan Zhang, Shuqiang Jiang, Qingming Huang
2013 A conf
Cross-media topic detection: A multi-modality fusion framework.
ICME
Yanyan Zhang, Guorong Li, Lingyang Chu, Shuhui Wang, Weigang Zhang, Qingming Huang
2013 B conf
ObjectSense: a scalable multi-objects recognition system based on partial-duplicate image retrieval.
ICMR
Shuang Wang, Yunfeng Xue, Lingyang Chu, Yuhao Jiang, Shuqiang Jiang
2013 J jnl
Robust Spatial Consistency Graph Model for Partial Duplicate Image Retrieval.
IEEE Trans. Multim.
Lingyang Chu, Shuqiang Jiang, Shuhui Wang, Yanyan Zhang, Qingming Huang
2011 A* conf
Detection and location of near-duplicate video sub-clips by finding dense subgraphs.
ACM Multimedia
Tianlong Chen, Shuqiang Jiang, Lingyang Chu, Qingming Huang
2011 B conf
Fast common visual pattern detection via radiate geometric model.
ICIP
Lingyang Chu, Shuqiang Jiang, Qingming Huang