Lanjun Wang

Most-cited papers

Personalized Cross-Silo Federated Learning on Non-IID Data
Yutao Huang, Lingyang Chu, Zirui Zhou, Lanjun Wang +3 more
2020AAAI Conference on Artificial Intelligence917 citations Open access
Semantic Scholar
Robust Counterfactual Explanations on Graph Neural Networks
Mohit Bajaj, Lingyang Chu, Zihui Xue, J. Pei +3 more
2021Neural Information Processing Systems142 citations
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Auto-Split: A General Framework of Collaborative Edge-Cloud AI
Amin Banitalebi-Dehkordi, Naveen Vedula, J. Pei, Fei Xia +2 more
2021Knowledge Discovery and Data Mining133 citations Open access
Semantic Scholar
Exact and Consistent Interpretation for Piecewise Linear Neural Networks: A Closed Form Solution
Lingyang Chu, Xia Hu, Juhua Hu, Lanjun Wang +1 more
2018Knowledge Discovery and Data Mining113 citations
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Characterizing Driving Styles with Deep Learning
Weishan Dong, Jian Li, Renjie Yao, Changsheng Li +2 more
2016arXiv.org109 citations
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Schema Management for Document Stores
Lanjun Wang, Shuo Zhang, Juwei Shi, Limei Jiao +3 more
2015Proceedings of the VLDB Endowment103 citations
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G3raphGround: Graph-Based Language Grounding
Mohit Bajaj, Lanjun Wang, L. Sigal
2019IEEE International Conference on Computer Vision67 citations
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Towards Fair Federated Learning
Zirui Zhou, Lingyang Chu, Changxin Liu, Lanjun Wang +2 more
2021Knowledge Discovery and Data Mining56 citations
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Online Density Bursting Subgraph Detection from Temporal Graphs
Lingyang Chu, Yanyan Zhang, Yu Yang, Lanjun Wang +1 more
2019Proceedings of the VLDB Endowment44 citations
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A High Precision Pipeline for Financial Knowledge Graph Construction
Sarah Elhammadi, L. Lakshmanan, R. Ng, Michael Simpson +3 more
2020International Conference on Computational Linguistics43 citations Open access
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Cosine Model Watermarking Against Ensemble Distillation
L. Charette, Lingyang Chu, Yizhou Chen, Jian Pei +2 more
2022AAAI Conference on Artificial Intelligence36 citations Open access
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DCCL: A Benchmark for Cervical Cytology Analysis
Changzheng Zhang, Dong Liu, Lanjun Wang, Yaoxin Li +10 more
2019MLMI@MICCAI34 citations
Semantic Scholar
Accelerating subsequence similarity search based on dynamic time warping distance with FPGA
Zilong Wang, Sitao Huang, Lanjun Wang, Hao Li +2 more
2013Symposium on Field Programmable Gate Arrays33 citations
Semantic Scholar
Personalized Federated Learning: An Attentive Collaboration Approach
Yutao Huang, Lingyang Chu, Zirui Zhou, Lanjun Wang +3 more
2020arXiv.org30 citations
Semantic Scholar
T3-Vis: visual analytic for Training and fine-Tuning Transformers in NLP
Raymond Li, Wen Xiao, Lanjun Wang, Hyeju Jang +1 more
2021Conference on Empirical Methods in Natural Language Processing27 citations Open access
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FedFair: Training Fair Models In Cross-Silo Federated Learning
Lingyang Chu, Lanjun Wang, Yanjie Dong, Jian Pei +2 more
2021arXiv.org18 citations
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Targeted Data Poisoning Attack on News Recommendation System by Content Perturbation
Xudong Zhang, Zan Wang, Jingke Zhao, Lanjun Wang
2022arXiv.org16 citations Open access
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Stealthy Targeted Data Poisoning Attack on Knowledge Graphs
Prithu Banerjee, Lingyang Chu, Yong Zhang, L. Lakshmanan +1 more
2021IEEE International Conference on Data Engineering16 citations
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Accelerating frequent item counting with FPGA
Yuliang Sun, Zilong Wang, Sitao Huang, Lanjun Wang +3 more
2014Symposium on Field Programmable Gate Arrays16 citations
Semantic Scholar
GlueFL: Reconciling Client Sampling and Model Masking for Bandwidth Efficient Federated Learning
Shiqi He, Qifan Yan, Feijie Wu, Lanjun Wang +2 more
2022Conference on Machine Learning and Systems13 citations Open access
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A unified scheme of text localization and structured data extraction for joint OCR and data mining
Yibin Ye, Sheng-Gao Zhu, Jing Wang, Qi Du +4 more
20182018 IEEE International Conference on Big Data (Big Data)11 citations
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Human Guided Exploitation of Interpretable Attention Patterns in Summarization and Topic Segmentation
Raymond Li, Wen Xiao, Linzi Xing, Lanjun Wang +2 more
2021Conference on Empirical Methods in Natural Language Processing10 citations Open access
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Finding Representative Interpretations on Convolutional Neural Networks
P. C. Lam, Lingyang Chu, Maxim Torgonskiy, J. Pei +2 more
2021IEEE International Conference on Computer Vision8 citations Open access
Semantic Scholar
Network-wide Traffic Signal Optimization under Connected Vehicles Environment
Liang Hu, Lanjun Wang, Zirui Zhou, Zhen Sheng +1 more
2021International Conference on Intelligent Transportation Systems6 citations
Semantic Scholar
Exact and Consistent Interpretation of Piecewise Linear Models Hidden behind APIs: A Closed Form Solution
Zicun Cong, Lingyang Chu, Lanjun Wang, Xia Hu +1 more
2019IEEE International Conference on Data Engineering5 citations Open access
Semantic Scholar
MSAFusionNet: Multiple Subspace Attention Based Deep Multi-modal Fusion Network
Sen Zhang, Changzheng Zhang, Lanjun Wang, Cixing Li +4 more
2019MLMI@MICCAI4 citations
Semantic Scholar
Robustness Certification for Structured Prediction with General Inputs via Safe Region Modeling in the Semimetric Output Space
Huaqing Shao, Lanjun Wang, Junchi Yan
2023Knowledge Discovery and Data Mining3 citations Open access
Semantic Scholar
Membership Privacy Protection for Image Translation Models via Adversarial Knowledge Distillation
Saeed Ranjbar Alvar, Lanjun Wang, Jiangbo Pei, Yong Zhang
2022arXiv.org3 citations Open access
Semantic Scholar
Perception Improvement for Free: Exploring Imperceptible Black-box Adversarial Attacks on Image Classification
Yong-Wei Wang, Ming-Quan Feng, R. Ward, Z. J. Wang +1 more
2020arXiv.org3 citations
Semantic Scholar
Reaching a Better Trade-Off Between Image Quality and Attack Success Rates in Transfer-Based Adversarial Attacks
Yong-Wei Wang, Lanjun Wang, Ming-Quan Feng, Rabab Ward +1 more
20222022 IEEE Data Science and Learning Workshop (DSLW)2 citations
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Human Interpretation and Exploitation of Self-attention Patterns in Transformers: A Case Study in Extractive Summarization
Raymond Li, Wen Xiao, Lanjun Wang, G. Carenini
2021arXiv.org2 citations
Semantic Scholar
Intrinsic Bias Identification on Medical Image Datasets
Shi-Jie Zhang, Lanjun Wang, Liangjing Ding, An-an Liu +2 more
2022arXiv.org1 citations Open access
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IPProtect: protecting the intellectual property of visual datasets during data valuation
Gursimran Singh, Chen-Di Wang, Ahnaf Tazwar, Lanjun Wang +1 more
2022arXiv.org1 citations Open access
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Mining Minority-class Examples With Uncertainty Estimates
Gursimran Singh, Lingyang Chu, Lanjun Wang, J. Pei +2 more
2021Conference on Multimedia Modeling1 citations Open access
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Revealing Unfair Models by Mining Interpretable Evidence
Mohit Bajaj, Lingyang Chu, Vittorio Romaniello, Gursimran Singh +4 more
2022arXiv.org0 citations Open access
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Exploiting Stable Data Dependency in Stream Processing Acceleration on FPGAs
Yuliang Sun, Lanjun Wang, Chen Wang, Yu Wang
2017ACM Transactions on Embedded Computing Systems0 citations
Semantic Scholar
Method and equipment for identifying recording mode in non-relational database
Lanjun Wang, Jia Zou, Juwei Shi, Chen Wang
20140 citations
Semantic Scholar
Research on the Application of Piezoelectric Ceramics in the Active Vibration Control of Auto-Body Plates
Yong Zhang, Bao-Cun Chen, Jian Ou, Guo-Hong Deng +1 more
20120 citations
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