Ce Zhang

Most-cited papers

Deja Vu: Contextual Sparsity for Efficient LLMs at Inference Time
Zichang Liu, Jue Wang, Tri Dao, Tianyi Zhou +7 more
2023International Conference on Machine Learning393 citations
Semantic Scholar
CleanML: A Study for Evaluating the Impact of Data Cleaning on ML Classification Tasks
Peng Li, Xi Rao, Jennifer Blase, Yue Zhang +2 more
2021IEEE International Conference on Data Engineering184 citations Open access
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Towards Demystifying Serverless Machine Learning Training
Jia-Wei Jiang, Shaoduo Gan, Yue Liu, Fanlin Wang +5 more
2021SIGMOD Conference162 citations Open access
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Decentralized Training of Foundation Models in Heterogeneous Environments
Binhang Yuan, Yongjun He, J. Davis, Tianyi Zhang +5 more
2022Neural Information Processing Systems161 citations Open access
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Skill-it! A Data-Driven Skills Framework for Understanding and Training Language Models
Mayee F. Chen, N. Roberts, K. Bhatia, Jue Wang +3 more
2023Neural Information Processing Systems148 citations Open access
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GraphFramEx: Towards Systematic Evaluation of Explainability Methods for Graph Neural Networks
Kenza Amara, Rex Ying, Zi-Tao Zhang, Zhi-Hao Han +4 more
2022LOG IN109 citations Open access
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OpenBox: A Generalized Black-box Optimization Service
Yang Li, Yu Shen, Wentao Zhang, Yuan-Wei Chen +8 more
2021Knowledge Discovery and Data Mining98 citations Open access
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Contrastive Learning for Unsupervised Domain Adaptation of Time Series
Yilmazcan Ozyurt, S. Feuerriegel, Ce Zhang
2022International Conference on Learning Representations92 citations Open access
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A Data Quality-Driven View of MLOps
Cédric Renggli, Luka Rimanic, Nezihe Merve Gurel, Bojan Karlas +2 more
2021IEEE Data Engineering Bulletin78 citations
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Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions
Bojan Karlas, Peng Li, Renzhi Wu, Nezihe Merve Gurel +3 more
2020Proceedings of the VLDB Endowment76 citations Open access
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BRIGHT - Graph Neural Networks in Real-time Fraud Detection
Mingxuan Lu, Zhi-Chao Han, S. Rao, Zi-Tao Zhang +5 more
2022International Conference on Information and Knowledge Management73 citations Open access
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CocktailSGD: Fine-tuning Foundation Models over 500Mbps Networks
Jue Wang, Yu-Cheng Lu, Binhang Yuan, Beidi Chen +4 more
2023International Conference on Machine Learning71 citations
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Multilingual Language Models Predict Human Reading Behavior
Nora Hollenstein, Federico Pirovano, Ce Zhang, L. Jäger +1 more
2021North American Chapter of the Association for Computational Linguistics63 citations Open access
Semantic Scholar
VolcanoML: speeding up end-to-end AutoML via scalable search space decomposition
Yang Li, Yu Shen, Wentao Zhang, Jia-Wei Jiang +7 more
2021The VLDB journal58 citations Open access
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FleetRec: Large-Scale Recommendation Inference on Hybrid GPU-FPGA Clusters
Wenqi Jiang, Zhenhao He, Shuai Zhang, Kai Zeng +7 more
2021Knowledge Discovery and Data Mining52 citations Open access
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Federated Matrix Factorization with Privacy Guarantee
Zitao Li, Bo-Lin Ding, Ce Zhang, Ning-Hui Li +1 more
2021Proceedings of the VLDB Endowment52 citations
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Decoding EEG Brain Activity for Multi-Modal Natural Language Processing
Nora Hollenstein, Cédric Renggli, B. Glaus, Maria Barrett +3 more
2021Frontiers in Human Neuroscience50 citations Open access
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ReforesTree: A Dataset for Estimating Tropical Forest Carbon Stock with Deep Learning and Aerial Imagery
Gyri Reiersen, David Dao, Björn Lütjens, Konstantin Klemmer +4 more
2022AAAI Conference on Artificial Intelligence49 citations Open access
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MotionTrack: End-to-End Transformer-based Multi-Object Tracking with LiDAR-Camera Fusion
Ce Zhang, Cheng-Jie Zhang, Yi-Luan Guo, Ling-Ji Chen +1 more
20232023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)48 citations
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Efficient Automatic CASH via Rising Bandits
Yang Li, Jia-Wei Jiang, Jinyang Gao, Ying-Xia Shao +2 more
2020AAAI Conference on Artificial Intelligence48 citations Open access
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Tide2Topo: A new method for mapping intertidal topography accurately in complex estuaries and bays with time-series Sentinel-2 images
Chun-Peng Chen, Ce Zhang, Bo Tian, Wen-Ting Wu +1 more
2023Isprs Journal of Photogrammetry and Remote Sensing47 citations Open access
Semantic Scholar
Alterations in gut microbiota are related to metabolite profiles in spinal cord injury
Jianmei Kang, Zhengfang Sun, Xin-Ya Li, Xiaodong Zhang +7 more
2022Neural Regeneration Research47 citations Open access
Semantic Scholar
DocParser: Hierarchical Document Structure Parsing from Renderings
Johannes Rausch, O. Martinez, Fabian Bissig, Ce Zhang +1 more
2021AAAI Conference on Artificial Intelligence46 citations Open access
Semantic Scholar
MicroRec: Efficient Recommendation Inference by Hardware and Data Structure Solutions
Wenqi Jiang, Zhen He, Shuai Zhang, Thomas B. Preußer +8 more
2021Conference on Machine Learning and Systems45 citations
Semantic Scholar
Evolving Attention with Residual Convolutions
Yu-Jing Wang, Ya-Ming Yang, Jian-Gang Bai, Ming-Liang Zhang +5 more
2021International Conference on Machine Learning44 citations
Semantic Scholar
Adversarial Learning for Debiasing Knowledge Graph Embeddings
Mario Arduini, Lorenzo Noci, Federico Pirovano, Ce Zhang +2 more
2020arXiv.org41 citations
Semantic Scholar
Fine-tuning Language Models over Slow Networks using Activation Quantization with Guarantees
Jue Wang, Binhang Yuan, Luka Rimanic, Yongjun He +4 more
2022Neural Information Processing Systems38 citations
Semantic Scholar
Hyper-Tune: Towards Efficient Hyper-parameter Tuning at Scale
Yang Li, Yu Shen, Huaijun Jiang, Wentao Zhang +4 more
2022Proceedings of the VLDB Endowment37 citations
Semantic Scholar
Building Continuous Integration Services for Machine Learning
Bojan Karlas, Matteo Interlandi, Cédric Renggli, Wentao Wu +6 more
2020Knowledge Discovery and Data Mining36 citations
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SpikeBERT: A Language Spikformer Trained with Two-Stage Knowledge Distillation from BERT
Changze Lv, Tianlong Li, Jian-Han Xu, C. Gu +4 more
2023arXiv.org35 citations Open access
Semantic Scholar
Spatiotemporal dynamics of the cellular components involved in glial scar formation following spinal cord injury.
Ce Zhang, Jian-Ning Kang, Xiaodi Zhang, Ying Zhang +2 more
2022Biomedicine & pharmacotherapy = Biomedecine & pharmacotherapie35 citations Open access
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MFES-HB: Efficient Hyperband with Multi-Fidelity Quality Measurements
Yang Li, Yu Shen, Jia-Wei Jiang, Jinyang Gao +2 more
2020AAAI Conference on Artificial Intelligence33 citations Open access
Semantic Scholar
FIVES: Feature Interaction Via Edge Search for Large-Scale Tabular Data
Yue-Xiang Xie, Zhen Wang, Ya-Liang Li, Bo-Lin Ding +5 more
2020Knowledge Discovery and Data Mining33 citations Open access
Semantic Scholar
Neural Methods for Logical Reasoning over Knowledge Graphs
Alfonso Amayuelas, Shuai Zhang, S. Rao, Ce Zhang
2022International Conference on Learning Representations32 citations Open access
Semantic Scholar
Exploration and Exploitation: Two Ways to Improve Chinese Spelling Correction Models
Chong Li, Ce Zhang, Xiao-Qing Zheng, Xuanjing Huang
2021Annual Meeting of the Association for Computational Linguistics31 citations Open access
Semantic Scholar
DeGNN: Improving Graph Neural Networks with Graph Decomposition
Xupeng Miao, Nezihe Merve Gürel, Wentao Zhang, Zhi-Chao Han +16 more
2021Knowledge Discovery and Data Mining31 citations
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Towards General and Efficient Online Tuning for Spark
Yang Li, Huaijun Jiang, Yu Shen, Yide Fang +7 more
2023Proceedings of the VLDB Endowment30 citations Open access
Semantic Scholar
Online Active Model Selection for Pre-trained Classifiers
Mohammad Reza Karimi, Nezihe Merve Gurel, Bojan Karlas, Johannes Rausch +2 more
2020International Conference on Artificial Intelligence and Statistics30 citations
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Ease.ML: A Lifecycle Management System for Machine Learning
Leonel Aguilar, David Dao, Shaoduo Gan, Nezihe Merve Gürel +16 more
2021Conference on Innovative Data Systems Research29 citations
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Chondroitin Sulfate Proteoglycans Revisited: Its Mechanism of Generation and Action for Spinal Cord Injury
Rui Yang, Ying Zhang, Jian-Ning Kang, Ce Zhang +1 more
2023Aging and Disease27 citations Open access
Semantic Scholar
AutoML: From Methodology to Application
Ya-Liang Li, Zhen Wang, Yue-Xiang Xie, Bo-Lin Ding +2 more
2021International Conference on Information and Knowledge Management27 citations
Semantic Scholar
AutoML: A Perspective where Industry Meets Academy
Ya-Liang Li, Zhen Wang, Bo-Lin Ding, Ce Zhang
2021Knowledge Discovery and Data Mining25 citations
Semantic Scholar
dcbench: a benchmark for data-centric AI systems
Sabri Eyuboglu, Bojan Karlas, Christopher Ré, Ce Zhang +1 more
2022DEEM@SIGMOD23 citations
Semantic Scholar
Improving Retrieval-Augmented Large Language Models via Data Importance Learning
Xiaozhong Lyu, Stefan Grafberger, Samantha Biegel, Shaopeng Wei +3 more
2023arXiv.org22 citations Open access
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OpenBox: A Python Toolkit for Generalized Black-box Optimization
Huaijun Jiang, Yu Shen, Yang Li, Bei-Cheng Xu +4 more
2023Journal of machine learning research21 citations Open access
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A Deep Markov Model for Clickstream Analytics in Online Shopping
Yilmazcan Ozyurt, Tobias Hatt, Ce Zhang, S. Feuerriegel
2022The Web Conference21 citations
Semantic Scholar
Learning User Representations with Hypercuboids for Recommender Systems
Shuai Zhang, Huoyu Liu, Aston Zhang, Yue Hu +5 more
2020Web Search and Data Mining21 citations Open access
Semantic Scholar
Downscaling satellite night-time lights imagery to support within-city applications using a spatially non-stationary model
Nikolaos Tziokas, Ce Zhang, G. C. Drolias, P. Atkinson
2023International Journal of Applied Earth Observation and Geoinformation20 citations Open access
Semantic Scholar
TransBO: Hyperparameter Optimization via Two-Phase Transfer Learning
Yang Li, Yang Li, Yu Shen, Huaijun Jiang +4 more
2022Knowledge Discovery and Data Mining20 citations Open access
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Moving Target Detection and Parameter Estimation Using BeiDou GEO Satellites-Based Passive Radar With Short-Time Integration
Ce Zhang, Shuzhu Shi, Song-Hua Yan, Jianya Gong
2023IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing19 citations Open access
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