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@inproceedings{DBLP:conf/icml/ChengHWHWLZL024,
author = {Ze Cheng and
Zhongkai Hao and
Xiaoqiang Wang and
Jianing Huang and
Youjia Wu and
Xudan Liu and
Yiru Zhao and
Songming Liu and
Hang Su},
title = {Reference Neural Operators: Learning the Smooth Dependence of Solutions
of PDEs on Geometric Deformations},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=CecY6XiUfu},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChengHWHWLZL024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HaoSLBY0AS024,
author = {Zhongkai Hao and
Chang Su and
Songming Liu and
Julius Berner and
Chengyang Ying and
Hang Su and
Anima Anandkumar and
Jian Song and
Jun Zhu},
title = {{DPOT:} Auto-Regressive Denoising Operator Transformer for Large-Scale
{PDE} Pre-Training},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=X7UnDevHOM},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HaoSLBY0AS024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-03542,
author = {Zhongkai Hao and
Chang Su and
Songming Liu and
Julius Berner and
Chengyang Ying and
Hang Su and
Anima Anandkumar and
Jian Song and
Jun Zhu},
title = {{DPOT:} Auto-Regressive Denoising Operator Transformer for Large-Scale
{PDE} Pre-Training},
journal = {CoRR},
volume = {abs/2403.03542},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.03542},
doi = {10.48550/ARXIV.2403.03542},
eprinttype = {arXiv},
eprint = {2403.03542},
timestamp = {Fri, 26 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-03542.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-14073,
author = {Chengyang Ying and
Zhongkai Hao and
Xinning Zhou and
Xuezhou Xu and
Hang Su and
Xingxing Zhang and
Jun Zhu},
title = {{PEAC:} Unsupervised Pre-training for Cross-Embodiment Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2405.14073},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.14073},
doi = {10.48550/ARXIV.2405.14073},
eprinttype = {arXiv},
eprint = {2405.14073},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-14073.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-17509,
author = {Ze Cheng and
Zhongkai Hao and
Xiaoqiang Wang and
Jianing Huang and
Youjia Wu and
Xudan Liu and
Yiru Zhao and
Songming Liu and
Hang Su},
title = {Reference Neural Operators: Learning the Smooth Dependence of Solutions
of PDEs on Geometric Deformations},
journal = {CoRR},
volume = {abs/2405.17509},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.17509},
doi = {10.48550/ARXIV.2405.17509},
eprinttype = {arXiv},
eprint = {2405.17509},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-17509.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-00611,
author = {Ziming Liu and
Shaoyu Wang and
Shenggan Cheng and
Zhongkai Zhao and
Xuanlei Zhao and
James Demmel and
Yang You},
title = {WallFacer: Guiding Transformer Model Training Out of the Long-Context
Dark Forest with N-body Problem},
journal = {CoRR},
volume = {abs/2407.00611},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.00611},
doi = {10.48550/ARXIV.2407.00611},
eprinttype = {arXiv},
eprint = {2407.00611},
timestamp = {Fri, 09 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-00611.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/imds/TanTYLKC23,
author = {Cheng Ling Tan and
Zhongkai Tei and
Sook Fern Yeo and
Kee{-}Hung Lai and
Ajay Kumar and
Leanne Chung},
title = {Nexus among blockchain visibility, supply chain integration and supply
chain performance in the digital transformation era},
journal = {Ind. Manag. Data Syst.},
volume = {123},
number = {1},
pages = {229--252},
year = {2023},
url = {https://doi.org/10.1108/IMDS-12-2021-0784},
doi = {10.1108/IMDS-12-2021-0784},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/imds/TanTYLKC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tie/ZhouDKSZZ23,
author = {Zhongkai Zhou and
Bin Duan and
Yongzhe Kang and
Yunlong Shang and
Qi Zhang and
Chenghui Zhang},
title = {Practical State of Health Estimation for LiFePO\({}_{\mbox{4}}\) Batteries
Based on Gaussian Mixture Regression and Incremental Capacity Analysis},
journal = {{IEEE} Trans. Ind. Electron.},
volume = {70},
number = {3},
pages = {2576--2585},
year = {2023},
url = {https://doi.org/10.1109/TIE.2022.3167142},
doi = {10.1109/TIE.2022.3167142},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tie/ZhouDKSZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/JiangYWZZLY23,
author = {Wei Jiang and
Zhongkai Yi and
Li Wang and
Hanwei Zhang and
Jihai Zhang and
Fangquan Lin and
Cheng Yang},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {A Stochastic Online Forecast-and-Optimize Framework for Real-Time
Energy Dispatch in Virtual Power Plants under Uncertainty},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {4646--4652},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3614653},
doi = {10.1145/3583780.3614653},
timestamp = {Tue, 27 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/JiangYWZZLY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SunZHFLMSG23,
author = {Zhongkai Sun and
Yingxue Zhou and
Jie Hao and
Xing Fan and
Yanbin Lu and
Chengyuan Ma and
Wei Shen and
Chenlei Guo},
editor = {Mingxuan Wang and
Imed Zitouni},
title = {Improving Contextual Query Rewrite for Conversational {AI} Agents
through User-preference Feedback Learning},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing: {EMNLP} 2023 - Industry Track, Singapore, December
6-10, 2023},
pages = {432--439},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-industry.41},
doi = {10.18653/V1/2023.EMNLP-INDUSTRY.41},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SunZHFLMSG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SunZLMLFSG23,
author = {Zhongkai Sun and
Zhengyang Zhao and
Sixing Lu and
Chengyuan Ma and
Xiaohu Liu and
Xing Fan and
Wei Shen and
Chenlei Guo},
editor = {Mingxuan Wang and
Imed Zitouni},
title = {{CL-QR:} Cross-Lingual Enhanced Query Reformulation for Multi-lingual
Conversational {AI} Agents},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing: {EMNLP} 2023 - Industry Track, Singapore, December
6-10, 2023},
pages = {423--431},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-industry.40},
doi = {10.18653/V1/2023.EMNLP-INDUSTRY.40},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SunZLMLFSG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SuSLMG23,
author = {Ruolin Su and
Zhongkai Sun and
Sixing Lu and
Chengyuan Ma and
Chenlei Guo},
title = {Clicker: Attention-Based Cross-Lingual Commonsense Knowledge Transfer},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10097099},
doi = {10.1109/ICASSP49357.2023.10097099},
timestamp = {Sun, 05 Nov 2023 16:51:21 +0100},
biburl = {https://dblp.org/rec/conf/icassp/SuSLMG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HaoY00SC23,
author = {Zhongkai Hao and
Chengyang Ying and
Hang Su and
Jun Zhu and
Jian Song and
Ze Cheng},
title = {Bi-level Physics-Informed Neural Networks for {PDE} Constrained Optimization
using Broyden's Hypergradients},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=kkpL4zUXtiw},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HaoY00SC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HaoWSYDLCSZ23,
author = {Zhongkai Hao and
Zhengyi Wang and
Hang Su and
Chengyang Ying and
Yinpeng Dong and
Songming Liu and
Ze Cheng and
Jian Song and
Jun Zhu},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {{GNOT:} {A} General Neural Operator Transformer for Operator Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {12556--12569},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/hao23c.html},
timestamp = {Mon, 30 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HaoWSYDLCSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuHYSCZ23,
author = {Songming Liu and
Zhongkai Hao and
Chengyang Ying and
Hang Su and
Ze Cheng and
Jun Zhu},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {{NUNO:} {A} General Framework for Learning Parametric PDEs with Non-Uniform
Data},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {21658--21671},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/liu23o.html},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiuHYSCZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YingHZ0YZ23,
author = {Chengyang Ying and
Zhongkai Hao and
Xinning Zhou and
Hang Su and
Dong Yan and
Jun Zhu},
title = {On the Reuse Bias in Off-Policy Reinforcement Learning},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {4513--4521},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/502},
doi = {10.24963/IJCAI.2023/502},
timestamp = {Tue, 15 Oct 2024 16:43:28 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/YingHZ0YZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trustcom/LiSCL23,
author = {Qi Li and
Xinqi Shen and
Zhongkai Cheng and
Yu Liu},
editor = {Jia Hu and
Geyong Min and
Guojun Wang and
Nektarios Georgalas},
title = {Design and Implementation of Intelligent Pet Feeding System},
booktitle = {22nd {IEEE} International Conference on Trust, Security and Privacy
in Computing and Communications, TrustCom 2024, Exeter, UK, November
1-3, 2023},
pages = {2629--2635},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/TrustCom60117.2023.00367},
doi = {10.1109/TRUSTCOM60117.2023.00367},
timestamp = {Tue, 20 Aug 2024 07:54:43 +0200},
biburl = {https://dblp.org/rec/conf/trustcom/LiSCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-13201,
author = {Ruolin Su and
Zhongkai Sun and
Sixing Lu and
Chengyuan Ma and
Chenlei Guo},
title = {{CLICKER:} Attention-Based Cross-Lingual Commonsense Knowledge Transfer},
journal = {CoRR},
volume = {abs/2302.13201},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.13201},
doi = {10.48550/ARXIV.2302.13201},
eprinttype = {arXiv},
eprint = {2302.13201},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-13201.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-14376,
author = {Zhongkai Hao and
Chengyang Ying and
Zhengyi Wang and
Hang Su and
Yinpeng Dong and
Songming Liu and
Ze Cheng and
Jun Zhu and
Jian Song},
title = {{GNOT:} {A} General Neural Operator Transformer for Operator Learning},
journal = {CoRR},
volume = {abs/2302.14376},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.14376},
doi = {10.48550/ARXIV.2302.14376},
eprinttype = {arXiv},
eprint = {2302.14376},
timestamp = {Thu, 02 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-14376.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-05092,
author = {Chengyang Ying and
Zhongkai Hao and
Xinning Zhou and
Hang Su and
Songming Liu and
Jialian Li and
Dong Yan and
Jun Zhu},
title = {Reward Informed Dreamer for Task Generalization in Reinforcement Learning},
journal = {CoRR},
volume = {abs/2303.05092},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.05092},
doi = {10.48550/ARXIV.2303.05092},
eprinttype = {arXiv},
eprint = {2303.05092},
timestamp = {Thu, 04 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-05092.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18694,
author = {Songming Liu and
Zhongkai Hao and
Chengyang Ying and
Hang Su and
Ze Cheng and
Jun Zhu},
title = {{NUNO:} {A} General Framework for Learning Parametric PDEs with Non-Uniform
Data},
journal = {CoRR},
volume = {abs/2305.18694},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18694},
doi = {10.48550/ARXIV.2305.18694},
eprinttype = {arXiv},
eprint = {2305.18694},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18694.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-08642,
author = {Wei Jiang and
Zhongkai Yi and
Li Wang and
Hanwei Zhang and
Jihai Zhang and
Fangquan Lin and
Cheng Yang},
title = {A Stochastic Online Forecast-and-Optimize Framework for Real-Time
Energy Dispatch in Virtual Power Plants under Uncertainty},
journal = {CoRR},
volume = {abs/2309.08642},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.08642},
doi = {10.48550/ARXIV.2309.08642},
eprinttype = {arXiv},
eprint = {2309.08642},
timestamp = {Tue, 27 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-08642.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/ZhuHLYLHC22,
author = {Jian{-}Fu Zhu and
Zhongkai Hao and
Qi Liu and
Yu Yin and
Chengqiang Lu and
Zhenya Huang and
En{-}Hong Chen},
title = {Towards Exploring Large Molecular Space: An Efficient Chemical Genetic
Algorithm},
journal = {J. Comput. Sci. Technol.},
volume = {37},
number = {6},
pages = {1464--1477},
year = {2022},
url = {https://doi.org/10.1007/s11390-021-0970-3},
doi = {10.1007/S11390-021-0970-3},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcst/ZhuHLYLHC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tie/ZhangKDZZSC22,
author = {Chenghui Zhang and
Yongzhe Kang and
Bin Duan and
Zhongkai Zhou and
Qi Zhang and
Yunlong Shang and
Alian Chen},
title = {An Adaptive Battery Capacity Estimation Method Suitable for Random
Charging Voltage Range in Electric Vehicles},
journal = {{IEEE} Trans. Ind. Electron.},
volume = {69},
number = {9},
pages = {9121--9132},
year = {2022},
url = {https://doi.org/10.1109/TIE.2021.3111585},
doi = {10.1109/TIE.2021.3111585},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tie/ZhangKDZZSC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HaoYD0SZ22,
author = {Zhongkai Hao and
Chengyang Ying and
Yinpeng Dong and
Hang Su and
Jian Song and
Jun Zhu},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {GSmooth: Certified Robustness against Semantic Transformations via
Generalized Randomized Smoothing},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {8465--8483},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/hao22c.html},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HaoYD0SZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuZYSZC22,
author = {Songming Liu and
Zhongkai Hao and
Chengyang Ying and
Hang Su and
Jun Zhu and
Ze Cheng},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {A Unified Hard-Constraint Framework for Solving Geometrically Complex
PDEs},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/7f970edb14104b81e70e3b03e1f5214f-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiuZYSZC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-13869,
author = {Zhongkai Sun and
Sixing Lu and
Chengyuan Ma and
Xiaohu Liu and
Chenlei Guo},
title = {Query Expansion and Entity Weighting for Query Reformulation Retrieval
in Voice Assistant Systems},
journal = {CoRR},
volume = {abs/2202.13869},
year = {2022},
url = {https://arxiv.org/abs/2202.13869},
eprinttype = {arXiv},
eprint = {2202.13869},
timestamp = {Thu, 03 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-13869.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-04310,
author = {Zhongkai Hao and
Chengyang Ying and
Yinpeng Dong and
Hang Su and
Jun Zhu and
Jian Song},
title = {GSmooth: Certified Robustness against Semantic Transformations via
Generalized Randomized Smoothing},
journal = {CoRR},
volume = {abs/2206.04310},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.04310},
doi = {10.48550/ARXIV.2206.04310},
eprinttype = {arXiv},
eprint = {2206.04310},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-04310.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-07074,
author = {Chengyang Ying and
Zhongkai Hao and
Xinning Zhou and
Hang Su and
Dong Yan and
Jun Zhu},
title = {On the Reuse Bias in Off-Policy Reinforcement Learning},
journal = {CoRR},
volume = {abs/2209.07074},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.07074},
doi = {10.48550/ARXIV.2209.07074},
eprinttype = {arXiv},
eprint = {2209.07074},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-07074.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-07075,
author = {Zhongkai Hao and
Chengyang Ying and
Hang Su and
Jun Zhu and
Jian Song and
Ze Cheng},
title = {Bi-level Physics-Informed Neural Networks for {PDE} Constrained Optimization
using Broyden's Hypergradients},
journal = {CoRR},
volume = {abs/2209.07075},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.07075},
doi = {10.48550/ARXIV.2209.07075},
eprinttype = {arXiv},
eprint = {2209.07075},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-07075.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/abs-2210-03526,
author = {Songming Liu and
Zhongkai Hao and
Chengyang Ying and
Hang Su and
Jun Zhu and
Ze Cheng},
title = {A Unified Hard-Constraint Framework for Solving Geometrically Complex
PDEs},
journal = {CoRR},
volume = {abs/2210.03526},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.03526},
doi = {10.48550/ARXIV.2210.03526},
eprinttype = {arXiv},
eprint = {2210.03526},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-03526.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-08064,
author = {Zhongkai Hao and
Songming Liu and
Yichi Zhang and
Chengyang Ying and
Yao Feng and
Hang Su and
Jun Zhu},
title = {Physics-Informed Machine Learning: {A} Survey on Problems, Methods
and Applications},
journal = {CoRR},
volume = {abs/2211.08064},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.08064},
doi = {10.48550/ARXIV.2211.08064},
eprinttype = {arXiv},
eprint = {2211.08064},
timestamp = {Wed, 23 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-08064.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icon-nlp/XuLSMG21,
author = {Haoran Xu and
Sixing Lu and
Zhongkai Sun and
Chengyuan Ma and
Chenlei Guo},
editor = {Sivaji Bandyopadhyay and
Sobha Lalitha Devi and
Pushpak Bhattacharyya},
title = {{VAE} based Text Style Transfer with Pivot Words Enhancement Learning},
booktitle = {Proceedings of the 18th International Conference on Natural Language
Processing {(ICON} 2021), National Institute of Technology Silchar,
Silchar, India, December 16 - 19, 2021},
pages = {162--172},
publisher = {{NLP} Association of India {(NLPAI)}},
year = {2021},
url = {https://aclanthology.org/2021.icon-main.20},
timestamp = {Fri, 21 Oct 2022 10:15:13 +0200},
biburl = {https://dblp.org/rec/conf/icon-nlp/XuLSMG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nems/TianZZLLCLWSJ21,
author = {Bian Tian and
Bingfei Zhang and
Zhongkai Zhang and
Zhaojun Liu and
Jiangjiang Liu and
Gong Cheng and
Qijing Lin and
Chen Wu and
Peng Shi and
Zhuangde Jiang},
title = {A Tungsten-Rhenium Thin Film Thermocouples Sensor Based on AlN Transition
Layer},
booktitle = {16th {IEEE} International Conference on Nano/Micro Engineered and
Molecular Systems, {NEMS} 2021, Xiamen, China, April 25-29, 2021},
pages = {826--829},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/NEMS51815.2021.9451329},
doi = {10.1109/NEMS51815.2021.9451329},
timestamp = {Mon, 09 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nems/TianZZLLCLWSJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/nips/NweyeNMCSHDHDLJZYZYMKIZMYSZDZB21,
author = {Kingsley Nweye and
Zolt{\'{a}}n Nagy and
Sharada P. Mohanty and
Dipam Chakraborty and
Siva Sankaranarayanan and
Tianzhen Hong and
Sourav Dey and
Gregor Henze and
J{\'{a}}n Drgona and
Fangquan Lin and
Wei Jiang and
Hanwei Zhang and
Zhongkai Yi and
Jihai Zhang and
Cheng Yang and
Matthew Motoki and
Sorapong Khongnawang and
Michael Ibrahim and
Abilmansur Zhumabekov and
Daniel May and
Zhihu Yang and
Xiaozhuang Song and
Han Zhang and
Xiaoning Dong and
Shun Zheng and
Jiang Bian},
editor = {Marco Ciccone and
Gustavo Stolovitzky and
Jacob Albrecht},
title = {The CityLearn Challenge 2022: Overview, Results, and Lessons Learned},
booktitle = {NeurIPS 2022 Competition Track, November 28 - December 9, 2022, Online},
series = {Proceedings of Machine Learning Research},
volume = {220},
pages = {85--103},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v220/nweye22a.html},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/abs-2110-15622,
author = {Guanglin Niu and
Yang Li and
Chengguang Tang and
Zhongkai Hu and
Shibin Yang and
Peng Li and
Chengyu Wang and
Hao Wang and
Jian Sun},
title = {Path-Enhanced Multi-Relational Question Answering with Knowledge Graph
Embeddings},
journal = {CoRR},
volume = {abs/2110.15622},
year = {2021},
url = {https://arxiv.org/abs/2110.15622},
eprinttype = {arXiv},
eprint = {2110.15622},
timestamp = {Mon, 29 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-15622.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-03154,
author = {Haoran Xu and
Sixing Lu and
Zhongkai Sun and
Chengyuan Ma and
Chenlei Guo},
title = {{VAE} based Text Style Transfer with Pivot Words Enhancement Learning},
journal = {CoRR},
volume = {abs/2112.03154},
year = {2021},
url = {https://arxiv.org/abs/2112.03154},
eprinttype = {arXiv},
eprint = {2112.03154},
timestamp = {Wed, 08 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-03154.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ChengFN20,
author = {Xiong Cheng and
Zhong{-}kai Feng and
Wen{-}Jing Niu},
title = {Forecasting Monthly Runoff Time Series by Single-Layer Feedforward
Artificial Neural Network and Grey Wolf Optimizer},
journal = {{IEEE} Access},
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pages = {157346--157355},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3019574},
doi = {10.1109/ACCESS.2020.3019574},
timestamp = {Sat, 19 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/ChengFN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/kdd/HaoLHWHLCL20,
author = {Zhongkai Hao and
Chengqiang Lu and
Zhenya Huang and
Hao Wang and
Zheyuan Hu and
Qi Liu and
Enhong Chen and
Cheekong Lee},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {{ASGN:} An Active Semi-supervised Graph Neural Network for Molecular
Property Prediction},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {731--752},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403117},
doi = {10.1145/3394486.3403117},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HaoLHWHLCL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Zhongkai Hao and
Chengqiang Lu and
Zheyuan Hu and
Hao Wang and
Zhenya Huang and
Qi Liu and
Enhong Chen and
Cheekong Lee},
title = {{ASGN:} An Active Semi-supervised Graph Neural Network for Molecular
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journal = {CoRR},
volume = {abs/2007.03196},
year = {2020},
url = {https://arxiv.org/abs/2007.03196},
eprinttype = {arXiv},
eprint = {2007.03196},
timestamp = {Wed, 16 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-03196.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Yihan Xiao and
Cheng Xing and
Taining Zhang and
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title = {An Intrusion Detection Model Based on Feature Reduction and Convolutional
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@inproceedings{DBLP:conf/sdm/FanWCHH19,
author = {Yan Fan and
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Boxing Chen and
Zhongkai Hu and
Xiaofeng He},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {{SPMM:} {A} Soft Piecewise Mapping Model for Bilingual Lexicon Induction},
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pages = {244--252},
publisher = {{SIAM}},
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biburl = {https://dblp.org/rec/conf/sdm/FanWCHH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Wen{-}jing Niu and
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Chun{-}Tian Cheng and
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Cheng Li and
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Ayman Shafik and
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Rui Bai and
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Ayman Shafik and
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Ayman Shafik and
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