Zhen Xu

27 papers A* 1A 1Journal 20Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Staircase Streaming for Low-Latency Multi-Agent Inference.
CoRR
Junlin Wang, Jue Wang, Zhen Xu, Ben Athiwaratkun, Bhuwan Dhingra, Ce Zhang, James Zou
2025 J jnl
Towards impactful challenges: post-challenge paper, benchmarks and other dissemination actions.
J. Data-centric Mach. Learn. Res.
David Rousseau, Antoine Marot, Zhen Xu
2025 J jnl
When Does Divide and Conquer Work for Long Context LLM? A Noise Decomposition Framework.
CoRR
Zhen Xu, Shang Zhu, Jue Wang, Junlin Wang, Ben Athiwaratkun, Chi Wang, James Zou, Ce Zhang
2024 A* conf
Heuristic Learning with Graph Neural Networks: A Unified Framework for Link Prediction.
KDD
Juzheng Zhang, Lanning Wei, Zhen Xu, Quanming Yao
2024 J jnl
Heuristic Learning with Graph Neural Networks: A Unified Framework for Link Prediction.
CoRR
Juzheng Zhang, Lanning Wei, Zhen Xu, Quanming Yao
2024 J jnl
Usefulness of LLMs as an Author Checklist Assistant for Scientific Papers: NeurIPS'24 Experiment.
CoRR
Alexander Goldberg, Ihsan Ullah, Thanh Gia Hieu Khuong, Benedictus Kent Rachmat, Zhen Xu, Isabelle Guyon, Nihar B. Shah
2023 J jnl
AI Competitions and Benchmarks: towards impactful challenges with post-challenge papers, benchmarks and other dissemination actions.
CoRR
Antoine Marot, David Rousseau, Zhen Xu
2023 J jnl
CodaLab Competitions: An Open Source Platform to Organize Scientific Challenges.
J. Mach. Learn. Res.
Adrien Pavao, Isabelle Guyon, Anne-Catherine Letournel, Dinh-Tuan Tran, Xavier Baró, Hugo Jair Escalante, Sergio Escalera, Tyler Thomas, Zhen Xu
2023 J jnl
Understanding and Simplifying Architecture Search in Spatio-Temporal Graph Neural Networks.
Trans. Mach. Learn. Res.
Zhen Xu, Quanming Yao, Yong Li, Qiang Yang
2022 J jnl
Bridging the Gap of AutoGraph Between Academia and Industry: Analyzing AutoGraph Challenge at KDD Cup 2020.
Frontiers Artif. Intell.
Zhen Xu, Lanning Wei, Huan Zhao, Rex Ying, Quanming Yao, Wei-Wei Tu, Isabelle Guyon
2022 J jnl
Bridging the Gap of AutoGraph between Academia and Industry: Analysing AutoGraph Challenge at KDD Cup 2020.
CoRR
Zhen Xu, Lanning Wei, Huan Zhao, Rex Ying, Quanming Yao, Wei-Wei Tu, Isabelle Guyon
2022 J jnl
Codabench: Flexible, easy-to-use, and reproducible meta-benchmark platform.
Patterns
Zhen Xu, Sergio Escalera, Adrien Pavão, Magali Richard, Wei-Wei Tu, Quanming Yao, Huan Zhao, Isabelle Guyon
2022 J jnl
Comparison of Spatio-Temporal Models for Human Motion and Pose Forecasting in Face-to-Face Interaction Scenarios.
CoRR
Germán Barquero, Johnny Núñez, Zhen Xu, Sergio Escalera, Wei-Wei Tu, Isabelle Guyon, Cristina Palmero
2022 J jnl
Didn't see that coming: a survey on non-verbal social human behavior forecasting.
CoRR
Germán Barquero, Johnny Núñez, Sergio Escalera, Zhen Xu, Wei-Wei Tu, Isabelle Guyon, Cristina Palmero
2022 J jnl
Winning solutions and post-challenge analyses of the ChaLearn AutoDL challenge 2019.
CoRR
Zhengying Liu, Adrien Pavao, Zhen Xu, Sergio Escalera, Fabio Ferreira, Isabelle Guyon, Sirui Hong, Frank Hutter, Rongrong Ji, Júlio C. S. Jacques Júnior, Ge Li, Marius Lindauer, Zhipeng Luo, Meysam Madadi, Thomas Nierhoff, Kangning Niu, Chunguang Pan, Danny Stoll, Sébastien Treguer, Jin Wang, Peng Wang, Chenglin Wu, Youcheng Xiong, Arber Zela, Yang Zhang
2021 — conf
AutoML Meets Time Series Regression Design and Analysis of the AutoSeries Challenge.
ECML/PKDD (5)
Zhen Xu, Wei-Wei Tu, Isabelle Guyon
2021 J jnl
AutoML Meets Time Series Regression Design and Analysis of the AutoSeries Challenge.
CoRR
Zhen Xu, Wei-Wei Tu, Isabelle Guyon
2021 J jnl
Bayesian Optimization is Superior to Random Search for Machine Learning Hyperparameter Tuning: Analysis of the Black-Box Optimization Challenge 2020.
CoRR
Ryan Turner, David Eriksson, Michael McCourt, Juha Kiili, Eero Laaksonen, Zhen Xu, Isabelle Guyon
2021 J jnl
Codabench: Flexible, Easy-to-Use and Reproducible Benchmarking for Everyone.
CoRR
Zhen Xu, Huan Zhao, Wei-Wei Tu, Magali Richard, Sergio Escalera, Isabelle Guyon
2021 — conf
Comparison of Spatio-Temporal Models for Human Motion and Pose Forecasting in Face-to-Face Interaction Scenarios.
DYAD@ICCV
Germán Barquero, Johnny Núñez, Zhen Xu, Sergio Escalera, Wei-Wei Tu, Isabelle Guyon, Cristina Palmero
2021 — conf
Didn't see that coming: a survey on non-verbal social human behavior forecasting.
DYAD@ICCV
Germán Barquero, Johnny Núñez, Sergio Escalera, Zhen Xu, Wei-Wei Tu, Isabelle Guyon, Cristina Palmero
2021 J jnl
Winning Solutions and Post-Challenge Analyses of the ChaLearn AutoDL Challenge 2019.
IEEE Trans. Pattern Anal. Mach. Intell.
Zhengying Liu, Adrien Pavao, Zhen Xu, Sergio Escalera, Fabio Ferreira, Isabelle Guyon, Sirui Hong, Frank Hutter, Rongrong Ji, Júlio C. S. Jacques Júnior, Ge Li, Marius Lindauer, Zhipeng Luo, Meysam Madadi, Thomas Nierhoff, Kangning Niu, Chunguang Pan, Danny Stoll, Sébastien Treguer, Jin Wang, Peng Wang, Chenglin Wu, Youcheng Xiong, Arber Zela, Yang Zhang
2020 A conf
AutoSpeech 2020: The Second Automated Machine Learning Challenge for Speech Classification.
INTERSPEECH
Jingsong Wang, Tom Ko, Zhen Xu, Xiawei Guo, Souxiang Liu, Wei-Wei Tu, Lei Xie
2020 J jnl
AutoSpeech 2020: The Second Automated Machine Learning Challenge for Speech Classification.
CoRR
Jingsong Wang, Tom Ko, Zhen Xu, Xiawei Guo, Souxiang Liu, Wei-Wei Tu, Lei Xie
2020 — conf
Bayesian Optimization is Superior to Random Search for Machine Learning Hyperparameter Tuning: Analysis of the Black-Box Optimization Challenge 2020.
NeurIPS (Competition and Demos)
Ryan Turner, David Eriksson, Michael McCourt, Juha Kiili, Eero Laaksonen, Zhen Xu, Isabelle Guyon
2020 J jnl
Towards automated computer vision: analysis of the AutoCV challenges 2019.
Pattern Recognit. Lett.
Zhengying Liu, Zhen Xu, Sergio Escalera, Isabelle Guyon, Júlio C. S. Jacques Júnior, Meysam Madadi, Adrien Pavao, Sébastien Treguer, Wei-Wei Tu
2019 — conf
Towards Automated Deep Learning: Analysis of the AutoDL challenge series 2019.
NeurIPS (Competition and Demos)
Zhengying Liu, Zhen Xu, Shangeth Rajaa, Meysam Madadi, Júlio C. S. Jacques Júnior, Sergio Escalera, Adrien Pavao, Sébastien Treguer, Wei-Wei Tu, Isabelle Guyon